Embedded Files
2025
Journals
J. Liu, G. Mei, Y. Xia, X. Wu, J. Lv. TVEG: Model Selection of the Time-varying Exponential Family Distributions Graphical Models. IEEE Transactions on Network Science and Engineering - TNSE [doi]
M. Lecca, R. P. Serapioni. Non-uniformly lighted image enhancement exploiting the Atangana–Baleanu fractional integral and the Sobel filter. Journal of the Optical Society of America A - JOSA A, 42:183-192, 2025 [doi]
Y. Zhou, G. Mei, Y. Wang, Y. Wan, F. Poiesi. Multimodal Fusion SLAM with Fourier Attention. IEEE Robotics and Automation Letters (RAL), 2025. [doi]
Conferences
J. Corsetti, F. Giuliari, A. Fasoli, D. Boscaini, F. Poiesi. Functionality understanding and segmentation in 3D scenes. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, June 2025 [arXiv]
G. Mei, W. Lin, L. Riz, Y. Wu, F. Poiesi, Y. Wang. PerLA: Perceptive 3D language assistant. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, June 2025 [pdf/code]
W. Wang, G. Mei, J. Zhang, N. Sebe, B. Lepri, F. Poiesi. Fully-Geometric Cross-attention for Point Cloud Registration. International Conference on 3D Vision - 3DV, March 2025.
G. Mei, L. Riz, Y. Wang, F. Poiesi. Vocabulary-Free 3D Instance Segmentation with Vision and Language Assistant. International Conference on 3D Vision - 3DV, March 2025. [arXiv]
M. Lecca, M. Gottardi. A HDR optical sensor for the recognition of printed color markers. AISEM - XXIII Conference on Sensors and Microsystems, February 2025.
M. Garosi, R. Tedoldi, D. Boscaini, M. Mancini, N. Sebe, F. Poiesi. 3D part segmentation via geometric aggregation of 2D visual features. Winter Conference on Applications of Computer Vision - WACV, February 2025. [pdf/code]
2024
Journals
V. Saigopal, M. L. Mekhalfi, C. Blanes, M. Lecca, F. Poiesi, P. I. Chippendale, P. M. Fresnillo, W. M. Mohammed, J. L. Martinez Lastra. Machine Vision and Robotics for Primary Food Manipulation and Packaging: A Survey. IEEE Access, 2024. [doi]
L. Zanella, B. Liberatori, W. Menapace, F. Poiesi, Y. Wang, E. Ricci. Delving into clip latent space for video anomaly recognition. Computer Vision and Image Understanding - CVIU, 2024. [doi]
M. Gottardi, L. Parmesan, P. Tosato, E. Demenev, M. Lecca, E. Manuzzato, L. Gasparini. A 500 x 500 Pixel Image Sensor with Multiple Regions of Interest for Center of Mass-Based Event Detection. IEEE Sensors Journal, 2024. [doi]
J. Liu, G. Mei, Y. Xia. The Consistent Transmission Laws Under the Consistent Intervention Policy. IEEE Transactions on Computational Social Systems, 2024. [doi]
L. Riz, C. Saltori, Y. Wang, E. Ricci, F. Poiesi. Novel class discovery meets foundation models for 3D semantic segmentation. International Journal on Computer Vision - IJCV, 2024. [doi]
X. He, W. Song, Y. Wang, F. Poiesi, J. Yi, M. Desai, Q. Xu, K. Yang, Y. Wan. Light-weight retinal layer segmentation with global reasoning. IEEE Transactions on Instrumentation and Measurement - TIM, 2024. [doi]
F. Paissan, M. Lecca, R. Passerone, E. Farella, M. Gottardi. HDR vision sensor with neuro-memristive skin detection for edge computing. Journal of the Optical Society of America A - JOSA A, 41(6):1009-1018, 2024 [doi]
G. Mei, C. Saltori, E. Ricci, N. Sebe, Q. Wu, J. Zhang, F. Poiesi. Unsupervised Point Cloud Representation Learning by Clustering and Neural Rendering. International Journal on Computer Vision - IJCV, 2024 [doi]
M. Lecca and P. Lecca. A Dataset for Illuminant- and Device- invariant Colour Barcode Decoding with Cameras. Data in Brief, Vol. 52, 2024 [doi][open access][data]
Conferences
B. Ren, G. Mei, D.P. Paudel, W. Wang, Y. Li, M. Liu, R. Cucchiara, L. Van Gool, N. Sebe. Bringing masked autoencoders explicit contrastive properties for point cloud self-supervised learning. Asian Conference on Computer Vision - ACCV, December 2024 [pdf/code]
A. Li, C. Lv, G. Mei, Y. Zuo, J. Zhang, Y. Fang. GSTran: Joint Geometric and Semantic Coherence for Point Cloud Segmentation. International Conference on Pattern Recognition - ICPR, December 2024 [pdf/code]
A. Tur, A. Conti, C. Beyan, D. Boscaini, R. Larcher, S. Messelodi, F. Poiesi, E. Ricci. Exploring fine-grained retail product discrimination with zero-shot object classification using Vision-Language Models. IEEE 8th Forum on Research and Technologies for Society and Industry Innovation - RTSI, September 2024, to appear
L. Riz et al. Wild Berry image dataset collected in Finnish forests and peatlands using drones. European Conference on Computer Vision - ECCV Workshops, September 2024 [arXiv]
M. Lecca, Exploiting Milano Retinex Contrast to Enhance Images with Strong Changes of Light Intensity, in Computational Color Imaging Workshop - CCIW 2024, September 2024, to appear.
A. Caraffa, D. Boscaini, A. Hamza, F. Poiesi. FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models. European Conference on Computer Vision - ECCV, September 2024 [pdf/code]
M. Bortolon, T. Tsesmelis, S. James, F. Poiesi, A. Del Bue. 6DGS: 6D pose estimation from a single image and a 3D Gaussian Splatting model. European Conference on Computer Vision - ECCV, September 2024 [pdf/code]
G. Mei, L. Riz, Y. Wang, F. Poiesi. Geometrically-driven aggregation for zero-shot 3D point cloud understanding. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, June 2024 [pdf/code]
J. Corsetti, D. Boscaini, C. Oh, A. Cavallaro, F. Poiesi. Open-vocabulary object 6D pose estimation. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, June 2024 [pdf]
X. Zheng, X. Huang, G. Mei, Y. Hou, Z. Lyu, B. Dai, W. Ouyang, Y. Gong. Point Cloud Pre-training with Diffusion Models. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, June 2024 [pdf]
S. Povoli, L. Riz, D. Boscaini, S. Messelodi, F. Poiesi. Tracciamento 3D della palla da punti di vista multipli nella pallavolo. Convegno Nazionale sull'Intelligenza Artificiale Ital-IA, May 2024 [pdf]
M. Bortolon, T. Tsesmalis, S. James, F. Poiesi, A. Del Bue. IFFNeRF: Initialization Free and Fast 6DoF pose estimation from a single image and a NeRF model. International Conference on Robotics and Automation - ICRA, May 2024.
2023
Journals
P. Lecca and M. Lecca. Graph embedding and geometric deep learning relevance to network biology and structural chemistry. Frontiers of Artificial Intelligence, Sec. Machine Learning and Artificial Intelligence, Vol. 6, 2023 [link]
C. Saltori, F. Galasso, G. Fiameni, N. Sebe, F. Poiesi and E. Ricci. Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 [arXiv][doi]
P. Astolfi, R. Verhagen, L. Petit, E. Olivetti, S. Sarubbo, J. Masci, D. Boscaini and P. Avesani. Supervised tractogram filtering using Geometric Deep Learning. Medical Image Analysis, 90:102893, 2023 [doi]
R. Jiao, Y. Wan, F. Poiesi and Y. Wang. Survey on video anomaly detection in dynamic scenes with moving cameras. Artificial Intelligence Review, 2023 [arXiv][doi]
M. Lecca. Backlight and Spotlight Image Enhancement Based on Von Kries Model. SN Computer Science 4(5):680, 2023 [doi][url]
Y. Zhou, G. Mei, Y. Wang, F. Poiesi and Y. Wan. Attentive Multimodal Fusion for Optical and Scene Flow. IEEE Robotics Automation Letters, 2023 [arXiv][doi]
A. Mahmoud, K. Amin, M.M. Al Rahhal, W.S. Elkilani, M.L. Mekhalfi and M. Ibrahim. A CNN Approach for Emotion Recognition via EEG. Symmetry 15(10):1822, 2023 [doi]
D. Boscaini and F. Poiesi. PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding. Image and Vision Computing, 137:104768, 2023 [arXiv][doi]
M.M.A. Rahhal, M.A. Bencherif, Y. Bazi, A. Alharbi and M.L. Mekhalfi. Contrasting Dual Transformer Architectures for Multi-Modal Remote Sensing Image Retrieval. Applied Sciences. 13(1):282, 2023 [doi]
A. Falcon, G. Serra and O. Lanz. Video question answering supported by a multi-task learning objective. Multimedia Tools and Applications, 82:38799–38826, 2023 [doi]
F. Poiesi and D. Boscaini. Learning general and distinctive 3D local deep descriptors for point cloud registration. IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(3):3979-3985, 2023 [doi][arXiv]
X. He, Y. Wang, F. Poiesi, W. Song, Q. Xu, Z. Feng and Y. Wan. Exploiting multi-granularity visual features for retinal layer segmentation in human eyes. Frontiers in Bioengineering and Biotechnology, vol. 11, 2023 [doi]
Chapters in book
M. Lecca. Enhancing Backlight and Spotlight Images by the Retinex-Inspired Bilateral Filter SuPeR-B. Computer Vision, Imaging and Computer Graphics Theory and Applications, Communications in Computer and Information Science, vol. 1691, pp. 328–347, 2023 [doi]
Conferences
M.L. Mekhalfi, D.Boscaini and F. Poiesi. Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection. British Machine Vision Conference - BMVC, November 2023 [arXiv]
J. Corsetti, D. Boscaini and F. Poiesi. Revisiting Fully Convolutional Geometric Features for Object 6D Pose Estimation. International Conference on Computer Vision Workshops, October 2023 [arXiv]
M. Bortolon, A. Del Bue and F. Poiesi. VM-NeRF: Tackling Sparsity in NeRF with View Morphing. International Conference on Image Analysis and Processing - ICIAP, September 2023 [arXiv]
L. Riz et al. The MONET dataset: Multimodal drone thermal dataset recorded in rural scenarios. Computer Vision and Pattern Recognition - CVPR Workshops, June 2023 [arXiv]
L. Riz, C. Saltori, E. Ricci and F. Poiesi. Novel class discovery for 3D point cloud semantic segmentation. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, June 2023 [arXiv][code]
A. Caraffa, M. Ricci, M. Lecca, C.M. Modena, E. Aprea, F. Gasperi and S. Messelodi. A Deep Learning Approach for Estimating the Rind Thickness of Trentingrana Cheese from Images. 3rd International Conference on Image Processing and Vision Engineering - IMPROVE, April 2023
M. Lecca. A Basic Tool for Improving Bad Illuminated Archaeological Pictures. 18th International Conference on Computer Vision Theory and Applications - VISAPP, February 2023
B. Kiefer. 1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. Winter Conference on Applications of Computer Vision - WACV Workshops, January 2023 [link]
G. Mei, F. Poiesi, C. Saltori, J. Zhang, E. Ricci and N. Sebe. Overlap-guided Gaussian Mixture Models for Point Cloud Registration, Winter Conference on Applications of Computer Vision - WACV, January 2023
2022
Journals
A. Falcon, G. D’Agostino, O. Lanz, G. Brajnik, C. Tasso and G. Serra. Neural Turing Machines for the Remaining Useful Life estimation problem. Computers in Industry, 143:103762, 2022 [doi]
G. Simone, M. Lecca, G. Gianini and A. Rizzi. Survey of methods and evaluation of Retinex-inspired image enhancers. Journal of Electronic Imaging 31(6):063055, 2022 [doi]
Z. Lv, F. Poiesi, Q. Dong, J. Lloret and H. Song. Deep Learning for Intelligent Human–Computer Interaction. Applied Sciences 12(22):1-28, 2022 [pdf]
M. Lecca, G. Gianini and R.P. Serapioni. Mathematical insights into the original Retinex algorithm for image enhancement. Journal of the Optical Society of America A - Optics Image Science and Vision - JOSA, 39(11):2063-2072, 2022 [doi]
A. Simonelli, S. Rota Buló, L. Porzi, M. Lopez-Antequera and P. Kontschieder. Disentangling monocular 3d object detection: From single to multi-class recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(3):1219-1231, 2022 [doi][arXiv]
Y. Zhou, Y. Wang, F. Poiesi, Q. Qin and Y. Wan. Loop closure detection using local 3D deep descriptors. IEEE Robotics and Automation Letters, 2022 [doi]
M.M.A. Rahhal, Y. Bazi, Sara O. A, M. Al-Razgan, M.L. Mekhalfi, M.A. Zuair and N. Alajlan. Open-ended remote sensing visual question answering with transformers. International Journal of Remote Sensing, 43:18, pp. 6809-6823, 2022 [doi]
M. Lecca and F. Poiesi. Performance Comparison of Image Enhancers with and without Deep Learning. Journal of the Optical Society of America A - Optics Image Science and Vision - JOSA, 39(4):610-620, 2022 [doi]
O. Aiadi, B. Khaldi, M. L. Kherfi, M. L. Mekhalfi and A. Alharbi. Date Fruit Sorting Based on Deep Learning and Discriminant Correlation Analysis. IEEE Access, vol. 10, pp. 79655-79668, 2022 [doi]
X. Qian, A. Brutti, O. Lanz, M. Omologo and A. Cavallaro. Audio-visual tracking of concurrent speakers. IEEE Transactions on Multimedia, 24:942-954, 2022 [doi]
Y. Bazi, M. M. A. Rahhal, M. L. Mekhalfi, M. A. A. Zuair and F. Melgani. Bi-Modal Transformer-Based Approach for Visual Question Answering in Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-11, Art no. 4708011, 2022 [doi]
Conferences
J.C. SanMiguel, J. Munoz and F. Poiesi. Detection-aware multi-object tracking evaluation, IEEE International Conference on Advanced Video and Signal-Based Surveillance - AVSS, November 2022
G. Mei, C. Saltori, F. Poiesi, J. Zhang, E. Ricci, N. Sebe and Q. Wu. Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding, British Machine Vision Conference - BMVC, November 2022
A. Falcon, G. Serra and O. Lanz. A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval, ACM Multimedia - ACMMM, pp. 4385–4394, October 2022 [arXiv]
C. Saltori, E. Krivosheev, S. Lathuilière, N. Sebe, F. Galasso, G. Fiameni, E. Ricci and F. Poiesi. GIPSO: Geometrically informed propagation for online adaptation in 3D LiDAR segmentation, European Conference on Computer Vision - ECCV, October 2022 [arXiv]
C. Saltori, F. Galasso, G. Fiameni, N. Sebe, E. Ricci and F. Poiesi. CoSMix: Compositional semantic mix for domain adaptation in 3D LiDAR segmentation, European Conference on Computer Vision - ECCV, October 2022 [arXiv]
A. Falcon, S. Sudhakaran, G. Serra, S. Escalera and O. Lanz. Relevance-based Margin for Contrastively-trained Video Retrieval Models, ACM International Conference on Multimodal Retrieval - ICMR, June 2022 [doi][arXiv]
A. Falcon, G. Serra and O. Lanz. Learning video retrieval models with relevance-aware online mining, 21st International Conference on Image Analysis and Processing - ICIAP, May 2022 [doi][arXiv]
M. Lecca. Relighting Backlight and Spotlight Images using the von Kries Model, 2nd International Conference on Image Processing and Vision Engineering - IMPROVE, April 2022
M. Lecca. Underwater image enhancement by the Retinex inspired Contrast Enhancer STRESS, 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, Vol 4, 2022 [doi]
F. Poiesi, C.M. Modena, D. Giordani, S.Messelodi and E.Salandin. X-Loader 4.0. Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, Torino, Italy, February 2022
M.L. Mekhalfi, N. Saljoughi, D. Boscaini and F. Poiesi. SHIELD: Safeguard Heritage In Endangered Looted Districts. Convegno Nazionale CINI sull'Intelligenza Artificiale, Torino, Italy, February 2022
M. Lecca and M. Gottardi. A Low Power Vision Sensor for Sustainable Surveillance Activities: the FBK activity in the European Project FORENSOR. Convegno Nazionale CINI sull'Intelligenza Artificiale, Torino, Italy, February 2022
2021
Journals
M. Bortolon and F. Poiesi. An open-source mobile-based system for synchronised multi-view capture and dynamic object reconstruction. Software Impacts, 9, 2021 [doi]
M. Bortolon, L. Bazzanella and F. Poiesi. Multi-view data capture for dynamic object reconstruction using handheld augmented reality mobiles. Journal of Real-Time Image Processing, 18(2):345-355, 2021 [doi][arXiv]
P. Lecca, M. Lecca, C.A. Maestri and M. Scarpa. Biexponential fitting for noisy data with error propagation. Mathematical Methods in the Applied Sciences, 2021 [doi]
M. Lecca, A. Rizzi and R.P. Serapioni. An Image Contrast Measure Based on Retinex Principles. IEEE Transactions on Image Processing, 30:3543--3554, 2021 [doi]
S. Sudhakaran, S. Escalera and O. Lanz. Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 [doi][arXiv]
M. Lecca. Machine colour constancy: a work in progress. Coloration Technology, 137(1):72--77, 2021 [doi]
Conferences
A. Simonelli, S. Rota Buló, L. Porzi, P. Kontschieder and E. Ricci. Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? International Conference on Computer Vision - ICCV, pp. 3225--3233, October 2021
M. Lecca. A Retinex inspired bilateral filter for enhancing images under difficult light conditions. 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, pp. 76--86, Vienna, Austria, February 2021
D. Boscaini, F. Poiesi, S. Messelodi and D.A. Grande A. Younes. Localisation of defects in volumetric Computed Tomography scans of valuable wood logs. 1st International Workshop on Industrial Machine Learning - ICPR, Milano, Italy, January 2021
A. Alliegro, D. Boscaini and T. Tommasi. Joint Supervised and Self-Supervised Learning for 3D Real World Challenges. 25th International Conference on Pattern Recognition - ICPR, Milano, Italy, January 2021
L.O. Vasconcelos, M. Mancini, D. Boscaini, B. Caputo and E. Ricci. Shape Consistent 2D Keypoint Estimation under Domain Shift. 25th International Conference on Pattern Recognition - ICPR, Milano, Italy, January 2021
F. Poiesi and D. Boscaini. Distinctive 3D Local Deep Descriptors. 25th International Conference on Pattern Recognition - ICPR, Milano, Italy, January 2021
2020
Journals
M. Lecca, A. Torresani and F. Remondino. Comprehensive evaluation of image enhancement for unsupervised image description and matching. IET Image Processing, 2020
Y. Zou, M. Gottardi, M. Lecca and M. Perenzoni. A Low-Power VGA Vision Sensor With Embedded Event Detection for Outdoor Edge Applications. IEEE Journal of Solid-State Circuits, 2020
M. Lecca. Generalized Equation for Real-World ImageEnhancement by Milano Retinex Family. Journal of the Optical Society of America A - Optics Image Science and Vision, 37(5):849--858, 2020
P. Gainza, F. Sverrisson, F. Monti, E. Rodolà, D. Boscaini, M.M. Bronstein and B.E. Correia. Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning. Nature Methods, 17:184--192, 2020
A. Xompero, O. Lanz and A. Cavallaro. A spatio-temporal multi-scale binary descriptor. IEEE Transactions on Image Processing, 29:4362--4375, 2020
B.R. Barricelli, E. Casiraghi, M. Lecca, A. Plutino and A. Rizzi. A cockpit of multiple measures for assessing film restoration quality. Pattern Recognition Letters, 131:178--184, 2020
C. Bonanomi, S. Balletti, M. Lecca, M. Anisetti, A. Rizzi and E. Damiani. I3D: a new dataset for testing denoising and demosaicing algorithms. Multimedia Tools and Applications, 79:8599--8626, 2020
Conferences
M.I. Lakhal, D. Boscaini, F. Poiesi, O. Lanz and A. Cavallaro. Novel-View Human Action Synthesis. 15th Asian Conference on Computer Vision - ACCV, Kyoto, December 2020
P. Lecca, M. Lecca, P. Melotti, V. Lotti, S. Preato, K. Kleinfelder, A. Farinazzo and C. Sorio. Computing organoids' volume in medical images: the case study of cystic fibrosis. IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology - CIBCB, pages 1--8, October 2020
P. Astolfi, R. Verhangen, L. Petit, E. Olivetti, J. Masci, D. Boscaini and P. Avesani. Tractogram Filtering of Anatomically Non-plausible Fibers with Geometric Deep Learning. International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI, pages 291--301, Lima, Peru, October 2020
J. Svoboda, P. Astolfi, D. Boscaini, J. Masci and M. Bronstein. Clustered Dynamic Graph CNN for Biometric 3D Hand Shape Recognition. IEEE/IAPR International Joint Conference on Biometrics - IJCB, Houston, TX, USA, September 2020
A. Plutino, G. Simone and M. Lecca. What Color for Technology in Italy. Colour and Colorimetry. Multidisciplinary Contributions - XVI Conferenza del Colore, volume XVIB, pages 232--239, Bergamo, Italy, September 2020
A. Simonelli, S. Rota Buló, L. Porzi, E. Ricci and P. Kontschieder. Towards generalization across depth for monocular 3d object detection. European Conference on Computer Vision - ECCV, pages 767-782, Glasgow, UK, August 2020
A. Falcon, O. Lanz and G. Serra. Data Augmentation Techniques for the Video Question Answering Task. European Conference on Computer Vision - ECCV Workshops, pages 511-525, Glasgow, UK, August 2020
O. Lanz, F. Sottsas, M. Conni, M. Boschetti, E. Nocerino, F. Menna and F. Remondino. A versatile multi-camera system for 3D acquisition and modeling. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science - XXIV ISPRS Congress, volume XLIII-B2-2020, pages 785--790, 2020
S. Sudhakaran, S. Escalera and O. Lanz. Gate-Shift Networks for Video Action Recognition. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, pages 1102--1111, Seattle, WA, USA, June 2020
F. Cermelli, M. Mancini, S. Rota Buló, E. Ricci and B. Caputo. Modeling the Background for Incremental Learning in Semantic Segmentation. IEEE Conference on Computer Vision and Pattern Recognition - CVPR, pages 9233--9242, Seattle, WA, USA, June 2020
M. Bortolon, P. Chippendale, S. Messelodi and F. Poiesi. Multi-view data capture using edge-synchronised mobiles. 15th International Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, pages 730--740, La Valletta, Malta, February 2020
A. Alliegro, D. Boscaini and T. Tommasi. Self-Supervision for 3D Real-World Challenges. European Conference on Computer Vision Workshops - ECCVW, pages 704--708, January 2020
2019
Journals
D. Xu, E. Ricci, W. Ouyang, X. Wang, and N. Sebe. Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(6):1426--1440, 2019
A. Siarohin, G. Zen, C. Majtanovic, X. Alameda-Pineda, E. Ricci, and N. Sebe. Increasing Image Memorability with Neural Style Transfer. ACM Transactions on Multimedia Computing, Communications, and Applications, 15(2):41:1--41:22, 2019
M. Lecca and S. Messelodi. SuPeR: Milano Retinex implementation exploiting a regular image grid. Journal of the Optical Society of America A - Optics Image Science and Vision, 36(8):1423--1432, 2019 [github.com Super]
M. Gottardi and M. Lecca. A 64 ×64 Pixel Vision Sensor for Local Binary Pattern Computation. IEEE Transactions on Circuits and Systems I-Regular Papers, pages 1--9, 2019
X. Qian, A. Brutti, O. Lanz, M. Omologo, and A. Cavallaro. Multi-speaker tracking from an audio-visual sensing device. IEEE Transactions on Multimedia, 21(10):2576--2588, 2019
M. Mancini, L. Porzi, S. Rota Bulò, B. Caputo, and E. Ricci. Inferring Latent Domains for Unsupervised Deep Domain Adaptation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
S. Sudhakaran and O. Lanz. Top-down attention recurrent VLAD encoding for action recognition in videos. Intelligenza Artificiale, 13(1):107--118, 2019
Conferences
A. Cimatti, S. Messelodi, A. Micheli, M. Roveri, and E. Scala. Planning, Scheduling e Percezione per Flexible Manufacturing. In Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma, Italy, March 2019
F. Poiesi, P. Chippendale, and S. Messelodi. RE4CH: REPLICATE for Cultural Heritage . In Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma, Italy, March 2019
C. Carlevaro, R. Larcher, S. Messelodi, and A. Simonelli. SpinRetail: IA al Servizio del Retail . In Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma, Italy, March 2019
O. Lanz and S. Messelodi. Una architettura neurale con meccanismi di attenzione per la descrizione di video. In Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma, Italy, March 2019
M. Sgrò, S. Marcon, V. Ropele, S. Messelodi, and C.M. Modena. EYESON Tennis: sistema per l'analisi del gioco in tempo reale. In Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma, Italy, March 2019
E. Ricci, E. Sangineto, N. Sebe, and G. Zen. L'Intelligenza Artificiale per la valorizzazione dei beni culturali e naturalistici: un'analisi del contentuto emozionale. In Ital-IA, Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma, Italy, March 2019
M. Mancini, H. Karaoguz, E. Ricci, P. Jensfelt, and B. Caputo. Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition. In International Conference on Robotics and Automation - ICRA 2019, pages 9537--9543, Montreal, Canada, May 2019
O. Lanz, A. Brutti, A. Xompero, X. Qian, M. Omologo, and A. Cavallaro. Accurate Target Annotation in 3D from Multimodal Streams. In IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP, Brighton, UK, May 2019
S. Sudhakaran, S. Escalera, and O. Lanz. LSTA: Long Short-Term Attention for Egocentric Action Recognition. In IEEE Conference on Computer Vision and Pattern Recognition - CVPR, pages 9954--9963, Long Beach, CA, USA, June 2019
M. Mancini, S. Rota Bulò, B. Caputo, and E. Ricci. AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs. In IEEE Conference on Computer Vision and Pattern Recognition - CVPR, pages 6561--6570, Long Beach, CA, USA, June 2019
A. Pilzer, S. Lathuiliere, N. Sebe, and E. Ricci. Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation. In IEEE Conference on Computer Vision and Pattern Recognition - CVPR, pages 9760--9769, Long Beach, CA, USA, June 2019
S. Roy, A. Siarohin, E. Sangineto, S. Rota Buló, N. Sebe, and E. Ricci. Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. In IEEE Conference on Computer Vision and Pattern Recognition - CVPR, pages 9463--9472, Long Beach, CA, USA, June 2019
A. Siarohin, S. Lathuiliere, S. Tulyakov, E. Ricci, and N. Sebe. Animating Arbitrary Objects via Deep Motion Transfer. In IEEE Conference on Computer Vision and Pattern Recognition - CVPR, pages 2372--2381, Long Beach, CA, USA, June 2019
S. Sudhakaran and O. Lanz. An Analysis of Deep Neural Networks with Attention for Action Recognition from a Neurophysiological Perspective. In Mutual benefits of cognitive and computer vision - CVPR Workshop, Long Beach, CA, USA, June 2019
Y. Zou, M. Lecca, M. Gottardi, G. Urlini, N. Vretos, L. Gymnopoulos, and P. Daras. A battery powered vision sensor for forensic evidence gathering. In 13th International Conference on Distributed Smart Cameras - ICDSC, pages 15:1--15:6, Trento, Italy, September 2019
S. Messelodi, C.M. Modena, V. Ropele, and S. Marcon ans M. Sgrò. A Low-Cost Computer Vision System for Real_time Tennis Analysis. In 20th International Conference on Image Analysis and Processing - ICIAP, volume 11751 of LNCS, pages 106--116, Trento, Italy, September 2019
D. Boscaini and F. Poiesi. 3D Shape Segmentation with Geometric Deep Learning. In 20th International Conference on Image Analysis and Processing - ICIAP, volume 11751 of LNCS, pages 454--465, Trento, Italy, September 2019
C. Saltori, S. Roy, N. Sebe, and G. Iacca. Regularized Evolutionary Algorithm for Dynamic Neural Topology Search. In 20th International Conference on Image Analysis and Processing - ICIAP, volume 11751 of LNCS, pages 219--230, Trento, Italy, September 2019
M. Lecca, A. Torresani, and F. Remondino. On Image Enhancement for Unsupervised Image Description and Matching. In E. Ricci, S. Rota Bulò, C. Snoek, O. Lanz, S. Messelodi, and N. Sebe, editors, 20th International Conference on Image Analysis and Processing - ICIAP, volume 11752 of LNCS, pages 82--92, Trento, Italy, September 2019
A. Plutino, M. Lecca, and A. Rizzi. A Cockpit of Measures for Image Quality Assessment in Digital Film Restoration. In C. Crostani, A. Prati, O. Lanz, S. Messelodi, and N. Sebe, editors, New Trends in Image Analysis and Processing -- ICIAP 2019, volume 11808 of LNCS, pages 159--169, Trento, Italy, September 2019
M. Lecca. A Gradient-Based Spatial Color Algorithm for Image Contrast Enhancement. In E. Ricci, S. Rota Bulò, C. Snoek, O. Lanz, S. Messelodi, and N. Sebe, editors, 20th International Conference on Image Analysis and Processing - ICIAP, volume 11752 of LNCS, pages 93--103, Trento, Italy, September 2019
M. Mancini, L. Porzi, F. Cermelli, and B. Caputo. Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. In 20th International Conference on Image Analysis and Processing - ICIAP, volume 11752 of LNCS, pages 390--401, Trento, Italy, September 2019
S. Saha, S. Sudhakaran, B. Banerjee, and S. Pendurkar. Semantic Guided Deep Unsupervised Image Segmentation. In 20th International Conference on Image Analysis and Processing - ICIAP, volume 11752 of LNCS, pages 499--510, Trento, Italy, September 2019
S. Roy, A. Siarohin, and N. Sebe. Unsupervised Domain Adaptation Using Full-Feature Whitening and Colouring. In 20th International Conference on Image Analysis and Processing - ICIAP, volume 11752 of LNCS, pages 225--–236, Trento, Italy, September 2019
M.I. Lakhal, O. Lanz, and A. Cavallaro. Learnable masks for pose-guided view synthesis. In 26th International Conference on Image Processing - ICIP, pages 1775--1779, Taipei, Taiwan, September 2019
L.O. Vasconcelos, M. Mancini, D. Boscaini, B. Caputo, and E. Ricci. Stuctured Domain Adaptation for 3D Keypoint Estimation. In International Conference on 3D Vision - 3DV, pages 57--66, Quebec City, Canada, September 2019
A. Simonelli, S. Rota Buló, L. Porzi, M. Lopez-Antequera, and P. Kontschieder. Disentangling Monocular 3D Object Detection. In International Conference on Computer Vision - ICCV, pages 1991--1999, Seoul, Korea, October 2019
R. Berriel, S. Lathuilière, M. Nabi, T. Klein, T. Oliveira-Santos, N. Sebe, and E. Ricci. Budget-aware adapter for multi-domain learning. In International Conference on Computer Vision - ICCV, pages 382--391, Seoul, Korea, October 2019
M.I. Lakhal, O. Lanz, and A. Cavallaro. View-LSTM: Novel-View Video Synthesis Through View Decomposition. In International Conference on Computer Vision - ICCV, pages 7577--7587, Seoul, Korea, October 2019
O. Lanz. Leveraging Spatial Attention and Gating forFine-grained Action Recognition. In International Conference on Computer Vision - ICCV, pages 7577--7587, Seoul, Korea, October 2019. Invited Talk.
F. Cermelli, M. Mancini, E. Ricci, and B. Caputo. The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots. In IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS, Macau, China, November 2019
P. Gainza, F. Sverrisson, F. Monti, E. Rodolà, D. Boscaini, M.M. Bronstein, and B.E. Correia. Learning interaction patterns from surface representations of protein structure. In 33rd Conference on Neural Information Processing Systems - NeurIPS- Graph Representation Learning Workshop, Vancouver, Canada, December 2019
A. Siarohin, S. Lathuillere, S. Tulyakov, E. Ricci, and N. Sebe. First Order Motion Model for Image Animation. In 33rd Conference on Neural Information Processing Systems - NeurIPS, Vancouver, Canada, December 2019
2018
Journals
M. Mancini, S. Rota Bulò, B. Caputo, and E. Ricci. Robust Place Categorization with Deep Domain Generalization. IEEE Robotics and Automation Letters, 3(3):2093-2100, 2018
J. Varadarajan, R. Subramanian, S. Rota Bulò, N. Ahuja, O. Lanz, and E. Ricci. Joint Estimation of Human Pose and Conversational Groups from Social Scenes. International Journal of Computer Vision, 126(2-4):410-429, 2018
M. Lecca, C.M. Modena, and A. Rizzi. Using pixel intensity as a self-regulating threshold for deterministic image sempling in Milano Retinex: the T-ReX algorithm. SPIE Journal of Electronic Imaging, 27(1), 2018
M. Lecca, G. Simone, C. Bonanomi, and A. Rizzi. Point-based Spatial Colour Sampling in Milano-Retinex: a Survey. IET Image Processing, 2018
E. Nocerino, F. Poiesi, F. Remondino, and L. Van Gool. Point Cloud from Smartphones. GIM International Magazine, March 2018
M. Lecca. STAR: A Segmentation-based Approximation of point-based sampling Milano Retinex for Color Image Enhancement. IEEE Transactions on Image Processing, 27(12):5802--5812, 2018
D. Xu, X. Alamede-Pinede, J. Song, E. Ricci, and N. Sebe. Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval. IEEE Transactions on Image Processing, 27(9):4410--4421, 2018
M. Lecca, P. Lecca, S. Caldrer, F. Rescigno, A. Farinazzo, V. Esposito, L. Rodella, A. Cerofolini, F. Lombardo, F. Catalano, and C. D'Orazio. Computing Volumes of Organoids from 3D Confocal Acquisition with CORVO. Pediatric Pulmonology, 53(52):220-220, 2018
Conferences
S. Sudhakaran and O. Lanz. Top-down Attention Recurrent VLAD Encoding for Action Recognition in Videos. 17th International Conference of the Italian Association for Artificial Intelligence - AIxIA - Advances in Artificial Intelligence. LNCE 11298, pages 375-386, Trento, Italy November 2018
A. Xompero, O. Lanz, and A. Cavallaro. MORB: a multi-scale binary descriptor. 25th International Conference on Image Processing - ICIP. Athens, Greece, October 2018
A. Simonelli, S. Messelodi, F. De Natale, and S. Rota Bulò. Increasingly Specialized Ensemble of Convolutional Neural Networks for Fine-Grained Recognition. 25th International Conference on Image Processing - ICIP. Athens, Greece, October 2018
M. Mancini, S. Rota Bulò, B. Caputo, and E. Ricci. Best sources forward: Domain Generalization Through source-specific nets. 25th International Conference on Image Processing - ICIP. Athens, Greece, October 2018
F. Poiesi and A. Cavallaro. A distributed vision-based consensus model for aerial-robotic teams. IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS. Madrid, Spain, October 2018
M. Mancini, H. Karaoguz, E. Ricci, P. Jensfelt, and B. Caputo. Kitting in the Wild through Online Domain Adaptation. IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS. Madrid, Spain, October 2018
C. Battisti, S. Messelodi, and F. Poiesi. Seamless bare-hand interaction in Mixed Reality. 17th IEEE International Symposium on Mixed and Augmented Reality - ISMAR. Munich, Germany, October 2018
A. Pilzer, D. Xu, M. Puscas, E. Ricci, and N. Sebe. Unsupervised Adversarial Depth Estimation using Cycled Generative Networks. International Conference on 3D Vision - 3DV. 2018.
S. Sudhakaran and O. Lanz. Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition. British Machine Vision Conference - BMVC. Newcastle upon Tyne, UK, September 2018
S. Sudhakaran and O. Lanz. Object-centric Attention for Egocentric Activity Recognition. International Workshop on Egocentric Perception. Interaction and Computing - EPIC-ECCV. Munich, Germany, September 2018
M.I. Lakhal, O. Lanz, and A. Cavallaro. Pose-Guided Human Image Synthesis by View Disentanglement and Enhanced Weighting Loss. 9th International Workshop on Human Behaviour Understanding - HBU-ECCV. Munich, Germany, September 2018.
M.I. Lakhal, A. Clapes, S. Escalera, O. Lanz, and A. Cavallaro. Residual Stacked RNNs for Action Recognition. 9th International Workshop on Human Behaviour Understanding - HBU-ECCV. Munich, Germany, September 2018
M. Mancini, E. Ricci, B. Caputo, and S. Rota Bulò. Adding New Tasks to a Single Network with Weight Transformations using Binary Masks. European Conference on Computer Vision Workshops. Munich, Germany, September 2018
A. Xompero, O. Lanz and A. Cavallaro. Multi-camera Matching of Spatial-Temporal Binary Features. 21st International Conference on Information Fusion - FUSION. Cambridge, UK, pages 1519-1526, July 2018
W. Wang, X. Alameda-Pineda, D. Xu, E. Ricci, and N. Sebe. Every Smile is Unique: Landmark-Guided Diverse Smile Generation. IEEE Conference on Computer Vision and Pattern Recognition - CVPR. Salt Lake City, UT, USA, June 2018
D. Xu, W. Wang, H. Tang, H. Liu, N. Sebe, and E. Ricci. Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation. IEEE Conference on Computer Vision and Pattern Recognition - CVPR. Salt Lake City, UT, USA, June 2018
M. Mancini, L. Porzi, S. Rota Bulò, B. Caputo, and E. Ricci. Boosting Domain Adaptation by Discovering Latent Domains. IEEE Conference on Computer Vision and Pattern Recognition - CVPR. Salt Lake City, UT, USA, June 2018
M. Pani and F. Poiesi. Distributed data exchange with Leap Motion. 5th International Conference on Augmented Reality, Virtual Reality and Computer Graphics - AVR. Otranto, Lecce, Italy, June 2018
Y. Tefera, F. Poiesi, D. Morabito, F. Remondino, E. Nocerino, and P. Chippendale. 3DNOW: Image-based 3D reconstruction and modeling via web service. Towards Photogrammetry 2020 - ISPRS Symposium. Riva del Garda, Trento, Italy, June 2018
M. Lecca, G. Simone, and A. Rizzi. Milano Retinex Paths as Local Minima of an Energy Functional with Tunable Color and Spatial Information. SIAM Conference on Imaging Science. Bologna, Italy, June 2018
P. Lecca, M. Lecca, S. Caldrer, A. Baruzzi, P. Melotti, and C. Sorio. CORVO: A software tool for computing volume of complex biological structures in medical images and videos. SIAM Conference on Imaging Science. Bologna, Italy, June 2018
M. Gottardi and M. Lecca. A 35 mu W 64 X 64 Pixels Vision Sensor Embedding Local Binary Pattern Code Computation. IEEE International Symposium on Circuits and Systems - ISCAS. Florence, Italy, 2018
X. Qian, A. Xompero, A. Brutti, O. Lanz, M. Omologo, and A. Cavallaro. 3D mouth tracking from a compact microphone array co-located with a camera. International Conference on Acoustics, Speech and Signal Processing - ICASSP. Calgary, Canada, April 2018
2017
Journals
L. Porzi, S. Rota Bulò, O. Lanz, P. Valigi, and E. Ricci. An automatic image-to-DEM alignment approach for annotating mountains pictures on a smartphone. Machine Vision and Applications, 28(1-2):101-115, 2017
S. Rota Bulò, B. Biggio, I. Pillai, M. Pelillo, and F. Roli. Randomized Prediction Games for Adversarial Machine Learning. IEEE Transactions on Neural Networks and Learning Systems, 28(11):2466-2478, 2017
L. Porzi, S. Rota Bulò, A. Penate-Sanchez, E. Ricci, and F. Moreno-Noguer. Learning Depth-aware Deep Representations for Robotic Perception. IEEE Robotics and Automation Letters, 2(2):468-475, 2017
S. Rota Bulò and M. Pelillo. Dominant-set clustering: A review. European Journal of Operational Research, 262(1):1-13, 2017
M. Mancini, S. Rota Bulò, E. Ricci, and B. Caputo. Learning Deep NBNN Representations for Robust Place Categorization. IEEE Robotics and Automation Letters, 2(3):1794-1801, 2017
G. Simone, R. Cordone, R.P. Serapioni, and M. Lecca. On Edge-Aware Path-based Color Spatial Sampling for Retinex: from Termite Retinex to Light Energy-driven Termite Retinex. SPIE J. of Electronic Imaging, 26(3):031203--031203, 2017
M. Lecca, A. Rizzi, and R.P. Serapioni. GREAT: a gradient-based color-sampling scheme for Retinex. J. of the Optical Society of America A - Optics Image Science and Vision, 34(4):513-522, 2017
M. Lecca, A. Rizzi, and R.P. Serapioni. GRASS: A Gradient-Based Random Sampling Scheme for Milano Retinex. IEEE Transactions on Image Processing, 26(6):2767-2780, 2017
Conferences
D. Xu, W. Ouyang, X. Alameda-Pineda, E. Ricci, X. Wang, and N. Sebe. Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction. 31st Conference on Neural Information Processing Systems, Long Beach, California, USA, December 2017
F. Poiesi, A. Locher, P. Chippendale, E. Nocerino, F. Remondino, and L. Van Gool. Cloud-based collaborative 3D reconstruction using smartphones. ACM European Conference on Visual Media Production - CVMP, London, UK, December 2017
E. Nocerino, F. Poiesi, A. Locher, Y.T. Tefera, F. Remondino, P. Chippendale, and L. Van Gool. 3D reconstruction with a collaborative approach based on smartphones and a cloud-based server. 5th International Workshop LowCost 3D, Hamburg, Germany, November 2017
N. Pretto and F. Poiesi. Towards gesture-based multi-user interactions in collaborative virtual environments. 5th International Workshop LowCost 3D, Hamburg, Germany, November 2017
A.J. Hernandez Ruiz, L. Porzi, S. Rota Bulò, and F. Moreno Noguer. 3D CNNs on Distance Matrices for Human Action Recognition. 25th ACM International Conference on Multimedia - ACMMM, Mountain View, CA, USA, October 2017
F.M. Carlucci, L. Porzi, B. Caputo, E. Ricci, and S. Rota Bulò. AutoDIAL: Automatic DomaIn Alignment Layers. International Conference on Computer Vision - ICCV, Venice, Italy, October 2017
S. Sudhakaran and O. Lanz. Convolutional Long Short-Term Memory Networks for Recognizing First Person Interactions. 2nd International Workshop on Egocentric Perception, Interaction and Computing - EPIC-ICCV, Venice, Italy. October 2017
F.M. Carlucci, L. Porzi, B. Caputo, E. Ricci, and S. Rota Bulò. Just DIAL: Domain alignment Layers for Unsupervised Domain Adaptation. 19th International Conference on Image Analysis and Processing - ICIAP, Catania, Italy, September 2017
L. Porzi, A. Penate-Sanchez, E. Ricci, and F. Moreno-Noguer. Depth-aware Convolutional Neural Networks for accurate 3D Pose Estimation in RGB-D Images. IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS, Vancouver, Canada, September 2017
S. Sudhakaran and O. Lanz. Learning to Detect Violent Videos using Convolutional Long Short-Term Memory. IEEE International Conference on Advanced Video and Signal Based Surveillance - AVSS, Lecce, Italy, August 2017
D. Xu, E. Ricci, W. Ouyang, X. Wang, and N. Sebe. Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation, Computer Vision and Pattern Recognition - CVPR, Honolulu, Hawaii, USA, July 2017
D. Xu, W. Ouyang , E. Ricci , X. Wang, and N. Sebe. Learning Cross-Modal Deep Representations for Robust Pedestrian Detection. Computer Vision and Pattern Recognition - CVPR, Honolulu, Hawaii, USA, July 2017
X. Alameda-Pineda, A. Pilzer, D. Xu, N. Sebe, and E. Ricci. Viraliency: Pooling Local Virality, Computer Vision and Pattern Recognition - CVPR, Honolulu, Hawaii, USA, July 2017
S. Rota Bulò, G. Neuhold, and P. Kontschieder. Loss Max-Pooling for Semantic Image Segmentation. Computer Vision and Pattern Recognition - CVPR, Honolulu, Hawaii, USA, July 2017
M. Lecca, Y. Zou, M. Gottardi, S.S. Zurriaga, J.L.D. Orozco,and M. Gottardi. A Low-Power Smart Camera for Video Surveillance and Forensic Applications. 23rd International Conference on Engineering, Technology and Innovation - ICE/ITMC, Funchal, Madeira, Portugal, June 2017
A. Siarohin, G. Zen, C. Majtanovic, X. Alameda-Pineda, E. Ricci and N. Sebe. How to Make an Image More Memorable? A Deep Style Transfer Approach. ACM International Conference on Multimedia Retrieval - ICMR, Bucharest, Romania, June 2017
E. Nocerino, F. Lago, D. Morabito, F. Remondino, L. Porzi, F. Poiesi, S. Rota Bulò, P. Chippendale, A. Locher, M. Havlena, L. Van Gool, M. Eder, A. Foetschl, A. Hilsmann, L. Kausch and P. Eisert. A Smartphone-Based 3D Pipeline for the Creative Industry – The Replicate EU Project. 3D Virtual Reconstruction and Visualization of Complex Architectures, Nafplio, Greece, 2017
M. Lecca, C.M. Modena and A. Rizzi. T-Rex: A Milano Retinex Implementation based on Intensity Thresholding. Computational Color Imaging Workshop - CCIW, Milan, Italy, March 2017
2016
Journals
Y. Yan, E. Ricci, R. Subramanian, G. Liu, O. Lanz, and N. Sebe. A Multi-task Learning Framework for Head Pose Estimation under Target Motion. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(6):1070-1083, 2016
X. Alameda-Pineda, J. Staiano, R. Subramanian, L.M. Batrinca, E. Ricci, B. Lepri, O. Lanz, and N. Sebe. SALSA: A Novel Dataset for Multimodal Group Behaviour Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(8):1707-1720, 2016
M. Lecca, A. Rizzi, and G. Gianini. Energy-driven path search for Termite Retinex. Journal of the Optical Society of America A - Optics Image Science and Vision, 33(1):31-39, 2016
G. Zen, L. Porzi, E. Sangineto, E. Ricci, and N. Sebe. Learning Personalized Models for Facial Expression Analysis and Gesture Recognition. IEEE Transactions on Multimedia, 18(4):775-788, 2016
M. Lecca, M. Gottardi, E. Farella, and B. Milosevic. An always-on low power optical system for skin-based touch-less machine control. Journal of the Optical Society of America A - Optics Image Science and Vision, 33(6):1015-1024, 2016
M. Rusci, D. Rossi, M. Lecca, M. Gottardi, E. Farella, and L. Benini. An Event-Driven Ultra-Low-Power Smart Visual Sensor. IEEE Sensors Journal, 16(13):5344-5353, 2016
M. Lecca, M. Gottardi, B. Milosevic, and E. Farella. A low power colour-based skin detector for smart environments. Journal of the International Colour Association, 16:24-40, 2016
G. Gianini, M. Lecca, and A. Rizzi. A population-based approach to point-sampling spatial color algorithms. Journal of the Optical Society of America A - Optics Image Science and Vision, 33(12):2396-2413, 2016
D. Xu, Y. Yan, E. Ricci, and N. Sebe. Detecting Anomalous Events in Videos by Learning Deep Representations of Appearance and Motion. Computer Vision and Image Understanding, 156:117-127, 2016
Conferences
M. Chowdury, S. Rota Bulò, R. Moreno, M.K. Kundu, and O. Smedby. An Efficient Radiographic Image Retrieval System Using Convolutional Neural Network. 23rd International Conference on Pattern Recognition - ICPR, Cancun, Mexico, December 2016
D. Xu, J. Song, X. Alameda-Pineda, E. Ricci, and N. Sebe. Multi-Paced Dictionary Learning for Cross-Domain Retrieval and Recognition. 23rd International Conference on Pattern Recognition - ICPR, Cancun, Mexico, December 2016
L. Porzi, S. Rota Bulò, and E. Ricci. A Deeply-Supervised Deconvolutional Network for Horizon Line Detection. ACM on Multimedia Conference - ACMMM, Amsterdam, The Netherlands, October 2016
X. Alameda-Pineda, T.M. Hospedales, E. Ricci, N. Sebe, and X. Wang. Emerging Topics in Learning from Noisy and Missing Data. ACM on Multimedia Conference - ACMMM, Amsterdam, The Netherlands, October 2016
D. Xu, X. Alameda-Pineda, J. Song, E. Ricci, and N. Sebe. Academic Coupled Dictionary Learning for Sketch-based Image Retrieval. ACM on Multimedia Conference - ACMMM, Amsterdam, The Netherlands, October 2016
N. Conci, F.G.B. De Natale, S. Messelodi, C.M. Modena, M. Verza, and R. Fioravanti. An integrated framework for video surveillance in complex environments. IEEE International Smart Cities Conference - ISC2, Trento, Italy, September 2016
M. Rusci, D. Rossi, M. Lecca, M. Gottardi, L. Benini, and E. Farella. Energy-efficient design of an always-on smart visual trigger. IEEE International Smart Cities Conference - ISC2, Trento, Italy, September 2016
S. Rota-Bulò and P. Kontschieder. Online Learning with Bayesian Classification Trees. Computer Vision and Pattern Recognition - CVPR, Las Vegas, USA, June 2016
X. Alameda-Pineda, E. Ricci, Y. Yan, and N. Sebe. Recognizing Emotions from Abstract Paintings using Non-Linear Matrix Completion. Computer Vision and Pattern Recognition - CVPR, Las Vegas, USA, June 2016
S. Tulyakov, X. Alameda-Pineda, E. Ricci, L. Yin, J. F. Cohn, and N. Sebe. Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions. Computer Vision and Pattern Recognition - CVPR, Las Vegas, USA, June 2016
P. Kontschieder, M. Fiterau, A. Criminisi, and S. Rota Bulò. Deep Neural Decision Forests. 25th International Joint Conference on Artificial Intelligence - IJCAI, New York City, NY, USA, June, 2016
S. Rota Bulò, L. Porzi, and P. Kontschieder. Dropout Distillation. 33rd International Conference on Machine Learning - ICML, New York City, NY, USA, June, 2016
2015
Journals
F. Nourbakhsh, S. Rota-Bulò, and M. Pelillo. A matrix factorization approach to graph compression with partial information. International Journal of Machine Learning and Cybernetics, 6(4):523-536, 2015
M. K. Kundu, M. Chowdury, and S. Rota-Bulò. A graph-based relevance feedback mechanism in content-based image retrieval. Knowledge-Based Systems, 73:254-264, 2015
A. Lourenco, S. Rota-Bulò, N. Rebagliati, A.L.N. Fred, M.A.T. Figueiredo and M. Pelillo. Probabilistic consensus clustering using evidence accumulation. Machine Learning, 98(1-2):331-357, 2015
M. Lecca. A full linear 3 X 3 color correction between images. Journal of Real-Time Image Processing, 10(2):219--237}, 2015
M. Lecca, S. Messelodi, and R.P. Serapioni. A New Region-based Active Contour Model for Object Segmentation. Journal of Mathematical Imaging and Vision, 53(2):233-249, 2015
T. Hu, S. Messelodi, and O. Lanz. Dynamic Task Decomposition for Decentralized Object Tracking in Complex Scenes. Computer Vision and Image Understanding, 134:89-104, 2015
A. Berkovich, M. Lecca, L. Gasparini, P.A. Abshire, and M. Gottardi, A 30 muW 30 fps 110 X 110 Pixels Vision Sensor Embedding Local Binary Patterns. IEEE Journal of Solid-State Circuits, 50(9):2138-2148, 2015
G. Costante, T.A Ciarfuglia, P. Valigi, and E. Ricci. Transferring knowledge across robots: A risk sensitive approach. Robotics and Autonomous Systems, 65:1-14, 2015
Y. Yan, E. Ricci, G. Liu, and N. Sebe. Egocentric Daily Activity Recognition via Multitask Clustering. IEEE Transactions on Image Processing, 24(10):2984-2995, 2015
S. Messelodi and C.M. Modena. Boosting Fisher Vector based Scoring Functions for Person Re-Identification. Image and Vision Computing, 44:44-58, 2015
M. Lecca and A. Rizzi. Tuning the locality of filtering with a spatially weighted implementation of random spray Retinex. Journal of the Optical Society of America A - Optics Image Science and Vision, 32(10):1876-1887, 2015
Conferences
E. Ricci, J. Varadarajan, R. Subramanian, S. Rota-Bulò, N. Ahuja, and O. Lanz. Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-formations from Surveillance Videos. International Conference on Computer Vision - ICCV, Santiago, Chile, December 2015
P. Kontschieder, M. Fiterau, A. Criminisi, and S. Rota-Bulò. Deep Neural Decision Forests. International Conference on Computer Vision - ICCV, Santiago, Chile, December 2015
E. Zemene, S. Rota-Bulò, and M. Pelillo, Dominant-Set Clustering Using Multiple Affinity Matrices, 3rd International Workshop on Similarity-Based Pattern Analysis and Recognition - SIMBAD, Copenhagen, Denmark, October 2015
L. Porzi, S. Rota-Bulò, B. Lepri, and E. Ricci. Predicting and Understanding Urban Perception with Convolutional Neural Networks. ACM Multimedia, Brisbane, Australia, October 2015
X. Alameda-Pineda, Y. Yan, E. Ricci, and N. Sebe. Analyzing Free-standing Conversational Groups: a Multimodal Approach. ACM Multimedia, Brisbane, Australia, October 2015
R. Subramanian, J. Varadarajan, E. Ricci, O. Lanz, and S. Winkler. Jointly Estimating Interactions and Head, Body Pose of Interactors from Social Scenes. ACM Multimedia, Brisbane, Australia, October 2015
A. Penate-Sanchez, L. Porzi, and F. Moreno-Noguer. Matchability Prediction for Full-Search Template Matching Algorithms. International Conference on 3D Vision, Lyon, France, October 2015
D. Xu, E. Ricci, Y. Yan, J. Song, and N. Sebe. Learning Deep Representations of Appearance and Motion for Anomalous Event Detection. British Machine Vision Conference - BMVC, Swansea, UK, September 2015
H. Aidos, A. Lourenco, D. Batista, S. Rota-Bulò, and A. Fred. Semi-Supervised Consensus Clustering for ECG Pathology Classification. Machine Learning and Knowledge Discovery in Databases, Porto, Portugal, September 2015
M. Lecca, M. Gottardi, E. Farella, B.Milosevic, and M. Bilal. A low power color sensor for illuminant invariant skin detection. XI Conferenza del Colore, Milano, Italy, September 2015
S. Messelodi, C.M. Modena, L. Porzi, and P. Chippendale. i-Street: Detection, Identification, Augmentation of Street Plates in a Touristic Mobile Application. 18th International Conference on Image Analysis and Processing - ICIAP, Genoa, Italy, September 2015
G. Liu, Y. Yan, E. Ricci, Y. Yang, Y. Han, S. Winkler, and N. Sebe. Inferring Painting Style with Multi-task Dictionary Learning. 24th International Joint Conferences on Artificial Intelligence - IJCAI, Buenos Aires, Argentina, July 2015
J.G.C. de Souza, M. Negri, E. Ricci, and M. Turchi. Online multitask learning for machine translation quality estimation. 53rd Annual Meeting of the Association for Computational Linguistics and 7th International Joint Conference on Natural Language Processing, Beijing, China, July 2015
O.A. Olumodeji, D. Giordani, M. Lecca, and M. Gottardi. Estimating Illuminant Chromaticity with a Low-Power Color Sensor. XVIII AISEM Annual Conference, Trento, Italy, February 2015
2014
Journals
E. Rodolà, S. Rota Bulò and D. Cremers. Robust Region Detection via Consensus Segmentation of Deformable Shapes. Computer Graphics Forum, 33(5), 2014
A. Marin and S. Rota Bulò. Explicit solutions for queues with Hypo- or Hyper-exponential service time distribution and application to product-form approximations. Performance Evaluation, 81:1-19, 2014
A.K. Rajagopal, R. Subramanian, E. Ricci, R.L. Vieriu, O. Lanz, R. Kalpathi and N. Sebe. Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images. International Journal of Computer Vision, 109(1-2)146--167, 2014
P. Kontschieder, S. Rota Bulò, M. Pelillo and H. Bischof. Structured Labels in Random Forests for Semantic Labelling and Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(10):2104-2116, 2014
Y. Yan, E. Ricci, R. Subramanian, G. Liu and N. Sebe. Multitask Linear Discriminant Analysis for View Invariant Action Recognition. IEEE Transactions on Image Processing, 23(12):5599-5611, 2014
T.A. Ciarfuglia, G. Costante, P. Valigi and E. Ricci. Evaluation of non-geometric methods for visual odometry. Robotics and Autonomous Systems, 62(12):1717-1730, 2014
Conferences
E. Sangineto, G. Zen, E. Ricci and N. Sebe. We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer. ACM Multimedia - ACMMM, Orlando, FL, USA, November 2014
M.K. Abadi, A. Abad, R. Subramanian, N. Rostamzadeh, E. Ricci, J. Varadarajan and N. Sebe. A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations. ACM Workshop - CrowdMM, Orlando, FL, USA, November 2014
G. Zen, E. Sangineto, E. Ricci and N. Sebe. Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition. 16th ACM International Conference on Multimodal Interaction - ICMI, Istanbul, Turkey, November 2014
L. Porzi. Sensor Fusion for Outdoors Augmented Reality on Android. 8th ACM/IEEE International Conference on Distributed Smart Cameras - ICSDC, Venezia, Italy, November 2014
L. Porzi, S.Rota Bulò, P. Valigi, O. Lanz and E. Ricci. Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone. 8th ACM/IEEE International Conference on Distributed Smart Cameras - ICSDC, Venezia, Italy, November 2014
T. Hu, S. Messelodi and O. Lanz. Wide-area Multi-camera Multi-object Tracking with Dynamic Task Decomposition. 8th ACM/IEEE International Conference on Distributed Smart Cameras - ICSDC, Venezia, Italy, November 2014
Y. Yan, E. Ricci, G. Liu and N. Sebe. Recognizing daily activities from first-person videos with multi-task clustering. Asian Conference on Computer Vision - ACCV, November 2014
S. Mutlu, S. Rota Bulò and O. Lanz. Exploiting Color Constancy for Robust Tracking Under Non-uniform Illumination. International Conference on Image Analysis and Recognition - ICIAR, Algavre, Portugal, October 2014
M. Aravecchia and S. Messelodi. Gaussian Process for RSS-based Localisation. 10th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications - WiMob, Larnaca, Cyprus, October 2014
Y. Yan, E. Ricci, N. Rostamzadeh and N. Sebe. It's All About Habits: Exploiting Multi-task Clustering for Activities of Daily Living Analysis. International Conference on Image Processing - ICIP, Paris, France, October 2014
M. Lecca. Color improves texture retrieval. X Conferenza del Colore, Genova, Italia, September 2014
G. Costante, E. Bellocchio, P. Valigi and E. Ricci. Personalizing Vision-based Gestural Interfaces for HRI with UAVs: a Transfer Learning Approach. IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS, Chicago, Illinois, USA, September 2014
G. Costante, L. Porzi, O. Lanz, P. Valigi and E. Ricci. Personalizing a Smartwatch-based Gesture Interface with Transfer Learning. 22nd European Signal Processing Conference - EUSIPCO, Lisbon, Portugal, September 2014
A. Lourenco, S. Rota Bulò, C. Carreiras and A. Fred. ECG Analysis Using Consensus Clustering. 22nd European Signal Processing Conference - EUSIPCO, Lisbon, Portugal, September 2014
P. Chippendale, V. Tomaselli, V. D'Alto, G. Urlini, C.M. Modena, S. Messelodi, S.M. Strano, G. Alce, K. Hermodsson, M. Razafimahazo, T. Michel and G. Farinella. Personal Shopping Assistance and Navigator System for Visually Impaired People. Workshop on Assistive Computer Vision and Robotics - ACVR at ECCV, Zurich, Switzerland, September 2014
B. Biggio, S. Rota Bulò, I. Pillai, M. Mura, E.Z. Mequanint, M. Pelillo and F. Roli. Poisoning Complete-Linkage Hierarchical Clustering. Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition - S+SSPR, Joensuu, Finland, August 2014
Y. Yan, E. Ricci, G. Liu, R. Subramanian and N. Sebe. Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition. 22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, August 2014
Y. Yan, R. Subramanian, E. Ricci, O. Lanz and N. Sebe. Evaluating Multi-task Learning for Multi-view Head-pose Classification in Interactive Environments. 22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, August 2014
T. Hu, S. Messelodi and O. Lanz. Dynamic Task Decomposition for Probabilistic Tracking in Complex Scenes. 22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, August 2014
G. Zen, E. Ricci and N. Sebe. Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover's Distance. 22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, August 2014
F. Nourbakhsh, S. Rota Bulò and M. Pelillo. A Matrix Factorization Approach to Graph Compression. 22nd International Conference on Pattern Recognition - ICPR, Stockholm, Sweden, August 2014
S. Rota Bulò and P. Kontschieder. Neural Decision Forests for Semantic Image Labelling. Computer Vision and Pattern Recognition - CVPR, Columbus, OH, USA, June 2014
E. Rodolà, S. Rota Bulò, T. Windheuser, M. Vestner and D. Cremers. Dense Non-Rigid Shape Correspondence using Random Forests. Computer Vision and Pattern Recognition - CVPR, Columbus, OH, USA, June 2014
G. Costante, V. Galieni, Y. Yan, M.L. Fravolini, E. Ricci and P. Valigi. Exploiting Transfer Learning For Personalized View Invariant Gesture Recognition. IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP, Florence, Italy, May 2014
M. Lecca, L. Gasparini and M. Gottardi. Ultra-low power high-dynamic range color pixel embedding RGB to r-g chromaticity transformation. SPIE Photonics Europe, Brussels, Belgium, April 2014
2013
Journals
M. Lecca. A Full Linear 3x3 Color Correction between Images, Journal of Real-Time Image Processing, 2013
S. Messelodi and C.M. Modena. Scene Text Recognition and Tracking to Identify Athletes in Sport Videos. Multimedia Tools and Applications, 63(2):521--545, 2013
E. Ricci, G. Zen, N. Sebe, and S. Messelodi. A Prototype Learning Framework using EMD: Application to Complex Scenes Analysis. IEEE Transactions on Pattern Analysys and Machine Intelligence, 35(3):513-526, 2013
P. Reddy Marpu, M. Pedergnana, M. Dalla Mura, J.A. Benediktsson, and L. Bruzzone. Automatic Generation of Standard Deviation Attribute Profiles for Spectral-Spatial Classification of Remote Sensing Data. IEEE Geoscience and Remote Sensing Letters, 10(2):293-297, 2013
Conferences
P. Lecca and M. Lecca. Mechanistic Models of Astrocytic Glucose Metabolism Calibrated on PET Images. Biomechanics of Cells and Tissues, Lecture Notes in Computational Vision and Biomechanics, 9:131-155, 2013
R. Subramanian, Y. Yan, J. Staiano, O. Lanz, and N. Sebe. On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions. 15th ACM International Conference on Multimodal Interaction - ICMI, Sydney, Australia, December 2013
Y. Yan, E. Ricci, R. Subramanian, O. Lanz, and N. Sebe. No Matter Where You Are: Flexible Graph-guided Multi-task Learning for Multi-view Head Pose Classification Under Target Motion. International Conference on Computer Vision - ICCV, Sydney, Australia, December 2013
L. Porzi, S. Messelodi, C.M. Modena, and E. Ricci. A Smart Watch-based Gesture Recognition System for Assisting People with Visual Impairments. ACM International Workshop on Interactive Multimedia on Mobile and Portable Devices - IMMPD, Barcelona, Spain, October 2013
M. Lecca. Methods for Estimating the von Kries Transform: A Review and a Comparison. IX Color Conference, Firenze, Italy, September 2013
F. Setti, O. Lanz, R. Ferrario, V. Murino, and M. Cristani. Multi-scale f-formation discovery for group detection. IEEE International Conference on Image Processing - ICIP, Melbourne, Australia, September 2013
Y. Yan, G. Liu, E. Ricci, and N. Sebe. Multi-task linear discriminant analysis for multi-view action recognition. IEEE International Conference on Image Processing - ICIP, Melbourne, Australia, 13-18 September 2013
S. Mutlu, T. Hu, and O. Lanz. Learning the scene illumination for color-based people tracking in dynamic environment. International Conference on Image Analysis and Processing - ICIAP, Naples, Italy, September 2013
T. Hu, S. Mutlu, and O. Lanz. Multicamera People tracking using a locus-based probabilistic occupancy map. International Conference on Image Analysis and Processing - ICIAP, Naples, Italy, September 2013
P. Chippendale, M. Zanin, and M. Dalla Mura. Geo-positional Image Forensics through Scene-Terrain Registration. International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP, Barcelona, Spain, February 2013
2012
Journals - Chapters in book
M. Pedergnana, P. Reddy Marpu, M. Dalla Mura, J.A. Benediktsson and L. Bruzzone. Classification of Remote Sensing Optical and LiDAR Data Using Extended Attribute Profiles. IEEE Journal of Selected Topics in Signal Processing, 6(7):856-865, 2012
P. Reddy Marpu, M. Pedergnana, M. Dalla Mura, S. Peeters, J.A. Benediktsson and L. Bruzzone. Classification of hyperspectral data using extended attribute profiles based on supervised and unsupervised feature extraction techniques. International Journal of Image and Data Fusion, 3(3):269-298, 2012
G.A. Licciardi, A. Villa, M. Dalla Mura, L. Bruzzone, J. Chanussot, and J.A. Benediktsson. Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 5(1):71-79, 2012
J.-M. Odobez and O. Lanz. Sampling techniques for audio-visual tracking and head pose estimation. In book: Multimodal Signal Processing, Human Interactions in Meetings, pp. 84-102, 2012
Conferences
Y. Yan, R. Subramanian, O. Lanz and N. Sebe. Active Transfer Learning for Multi-view Head-pose Classification. International Conference on Pattern Recognition - ICPR, Tsukuba, Japan, November 2012
D. Tuia, M. Dalla Mura, M. Volpi, R. Flamary, A. Rakotomamonjy. Discovering relevant spatial filterbanks for VHR image classification. International Conference on Pattern Recognition - ICPR, Tsukuba, Japan, November 2012
A.K. Rajagopal, R. Subramanian, R.L. Vieriu, E. Ricci, O. Lanz, N. Sebe and K. Ramakrishnan. An Adaptation Framework for Head Pose Estimation in Dynamic Multi-view Scenarios. Asian Conference on Computer Vision - ACCV, Daejeon, Korea, November 2012
L. Porzi, E. Ricci, T. A. Ciarfuglia, M. Zanin. Visual-inertial Tracking on Android for Augmented Reality Applications. IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems - EESMS, Perugia, Italy, September 2012
M. Zanin, F. Remondino, M. Dalla Mura. High-performance computing in image registration. SPIE High-Performance Computing in Remote Sensing II, Edinburgh, UK, September 2012
M. Dalla Mura, F. Nex, F. Remondino and M. Zanin. Integration of photogrammetric DSM and advanced image analysis for the classification of urban areas. Image and Signal Processing for Remote Sensing XVIII, Edinburgh, UK, September 2012
M. Lecca and M. Dalla Mura. Intensity and Affine Invariant Statistic-based Image Matching. 3th Computational Modeling of Objects Presented in Images: Fundamentals, Methods and Applications - CompImage, Roma, Italy, September 2012
R.L. Vieriu, A. Rajagopal, R. Subramanian, O. Lanz, E. Ricci, N. Sebe and K. Ramakrishnan. Boosting-based Transfer Learning for Multi-View Head-Pose Classification from Surveillance Videos. European Signal Processing Conference - EUSIPCO, Bucharest, Romania, August 2012
M. Dalla Mura, M. Zanin, C. Andreatta and P. Chippendale. Augmented Reality: Fusing the Real and Synthetic Worlds. IEEE International Geoscience and Remote Sensing Symposium - IGARSS, Munich, Germany, July 2012
P. Chippendale, M. Dalla Mura, M. Zanin. Real-World DEM Harmonisation through Photo Re-Projection. IEEE International Geoscience and Remote Sensing Symposium - IGARSS, Munich, Germany, July 2012
M. Zanin, C. Andreatta, P. Chippendale, M. Dalla Mura and F. Remondino. Feature Preserving Method for Creating Visual Appearance Models and Virtual Views from Collective Images. IEEE International Geoscience and Remote Sensing Symposium - IGARSS, Munich, Germany, July 2012
P. Chippendale, M. Zanin, C. Andreatta, S. Messelodi and O. Lanz. Augmented Reality at FBK. Convegno Nazionale GIRPR, Siena, Italy, May 2012
M. Dalla Mura, M. Aravecchia and M. Zanin. Outdoor 3D with Kinect: preliminary results in the granulometry of fluvial sediments. National Workshop on Low cost 3D: sensors, algorithms and applications, Trento, Italy, March 2012
2011
Journals
M. Lecca and S. Messelodi. Linking the von Kries Model to Wien's Law for the estimation of an Illuminant Invariant Image. Pattern Recognition Letters, 32(15):2086-2096, 2011
C. Patrikakis, A. Pnevmatikakis, P. Chippendale, M. Nunes, R. Santos Cruz, S. Poslad, W. Zhenchen, N. Papaoulakis and P. Papageorgiou. Direct your personal coverage of large athletic events. IEEE MultiMedia, 18(4):18-29, 2011
Conferences
M. Lecca and S. Messelodi. Von Kries Model Under Planckian Illuminants. 16th International Conference on Image Analysis and Processing - ICIAP, Ravenna, Italy, September 2011
G. Zen, E. Ricci, S. Messelodi and N. Sebe. Sorting Atomic Activities for Discovering Spatio-Temporal Patterns in Dynamic Scenes. 16th International Conference on Image Analysis and Processing - ICIAP, Ravenna, Italy, September 2011
O. Lanz and T. Hu. Dynamic Resource Allocation for Probabilistic Tracking via Attentive Sensing and Sampling. Resources AWare Sensor and surveillance NETworkS - RAWSNETS, Klagenfurt, Germany, August 2011
G. Zen and E. Ricci. Earth Mover's Prototypes: a Convex Learning Approach for Discovering Activity Patterns in Dynamic Scenes. Computer Vision and Pattern Recognition - CVPR, Colorado Springs, CO, USA, June 2011
A. Tate, P. Chippendale, M. Zanin and C. Andreatta. Antarctic field photos: unlocking the potential of archival images. 11th International Symposium on Antarctic Earth Sciences - ISAES, Edinburgh, UK, July 2011
O. Lanz and S. Messelodi. The SmarTrack Project at FBK: Past and Ongoing Efforts on People Tracking for Surveillance and Monitoring. 2nd Workshop on VIdeo Surveillance projects in ITaly - VISIT, Modena, Italy, May 2011
2010
Chapters in book
A. Waibel, R. Stiefelhagen, R. Carlson, J. Casas, J. Kleindienst, L. Lamel, O. Lanz, D. Mostefa, M. Omologo, F. Pianesi, L. Polymenakos, G. Potamianos, J. Soldatos, G. Sutscheta and J. Terken. Computers in the Human Interaction Loop. Chapter in Book: Handbook of Ambient Intelligence and Smart Environments, 2010
Conferences
P. Chippendale and A. Pnevmatikakis. Sports Indexing Through Camera and Content Understanding. 7th European Conference on Visual Media Production - CVMP, London, UK, November 2010
P. Chippendale, M. Zanin and C. Andreatta. Mobile Augmented Photography. 7th European Conference on Visual Media Production - CVMP, London, UK, November 2010
G. Zen, B. Lepri, E. Ricci and O. Lanz. Space Speaks - Towards Socially and Personality Aware Visual Surveillance. Multimodal Pervasive Video Analysis Workshop - MPVA, ACMMM Workshops, Firenze, Italy, October 2010
A. Pnevmatikakis, N. Katsarakis, P. Chippendale, C. Andreatta, S. Messelodi, C.M. Modena and F. Tobia. Tracking for Context Extraction in Athletic Events. International Workshop on Social, Adaptive and Personalized Multimedia Interaction and Access - SAPMIA, ACMMM Workshops, Firenze, Italy, October 2010
A. Brutti and O. Lanz. A joint particle filter to track the position and head orientation of people using audio visual cues. European Signal Processing Conference - EUSIPCO, Aalborg, Denmark, August 2010
E. Ricci, F. Tobia and G. Zen. Learning Pedestrian Trajectories with Kernels. 20th International Conference on Pattern Recognition - ICPR, Istanbul, Turkey, August 2010
G. Zen, O. Lanz, S. Messelodi and E. Ricci. Tracking multiple people with illumination maps. 20th International Conference on Pattern Recognition - ICPR, Istanbul, Turkey, August 2010
M. Poesio, M. Baroni, O. Lanz, A. Lenci, A. Potamianos, H. Schuetze, S. Schulte im Walde and L. Surian. BabyExp: Constructing a huge multimodal resource to acquire commonsense knowledge like children do. 7th International Conference on Language Resources and Evaluation - LREC, Valletta, Malta, May 2010
2009
Journals - Books - Chapters in book
R. Brunelli. Template Matching Techniques in Computer Vision: Theory and Practice, Wiley, ISBN: 978-0-470-51706-2, 352 pages, 2009
S. Messelodi, C.M. Modena, M. Zanin, F.G.B. De Natale, F. Granelli, E. Betterle and A. Guarise. Intelligent Extended Floating Car Data Collection. Expert Systems with Applications, 36(3):4213-4227, 2009
M. Lecca and S. Messelodi. Computing von Kries Illuminant Changes by Piecewise Inversion of Cumulative Color Histograms. Electronic Letters on Computer Vision and Image Analysis - ELCVIA, 8(2):1-17, 2009
M. Lecca. An Attention Module for Object Detection in Cluttered Images. Electronic Letters on Computer Vision and Image Analysis - ELCVIA, 8(2):68-83, 2009
K. Bernardin, R. Stiefelhagen, A. Pmevmatikakis, O. Lanz, A. Brutti, J. Casas and G. Potamianos. Person Tracking. Chapter in Book: Computers in the Human Interaction Loop, pp. 11-22, 2009
M. Voit, N. Gourier, C. Canton-Ferrer, O. Lanz, R. Stiefelhagen and R. Brunelli. Estimation of Head Pose. Chapter in Book: Computers in the Human Interaction Loop, pp. 33-42, 2009
O. Lanz, R. Brunelli, P. Chippendale, M. Voit and R. Stiefelhagen. Extracting Interaction Cues: Focus of Attention, Body Pose, and Gestures. Chapter in Book: Computers in the Human Interaction Loop, pp. 87-93, 2009
Conferences
A Brutti and O. Lanz. An Audio-Visual Particle Filter for Monitoring Interactive People Behaviour. Workshop on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis, Reggio Emilia, Italy, December 2009
P. Chippendale, M. Zanin and C. Andreatta. Collective Photography. 6th European Conference on Visual Media Production - CVMP, London, UK, November 2009
P. Lecca, L. Demattè, M. Lecca and C. Priami. Stochastic modelling of diffusion systems. Video image simulation of tubulin diffusion in cytoplasm: a case study. II ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing - VipIMAGE, Porto, Portugal, October 2009
S. Duffner, J.M. Odobez and E. Ricci. Dynamic Partitioned Sampling For Tracking With Discriminative Features. British Machine Vision Conference - BMVC, London, UK, September 2009
O. Lanz and S. Messelodi. A sampling algorithm for occlusion robust multi target detection. 6th IEEE International Conference on Advanced Video and Signal based Surveillance - AVSS, Genova, Italy, September 2009
P. Chippendale, M. Zanin and C. Andreatta. Re-photography and Environment Monitoring using a Social Sensor Network. 15th International Conference on Image Analysis and Processing - ICIAP, Vietri sul Mare, Italy, September 2009
V. Libal, B. Ramabhadran, N. Mana, F. Pianesi, P. Chippendale, O. Lanz and G. Potamianos. Multimodal Classification of Activities of Daily Living inside Smart Homes. International Workshop of Ambient Assisted Living - IWAAL, Salamanca, Spain, June 2009
S. Poslad, A. Pnevmatikakis, M. Nunes, E. Ostermann, P. Chippendale, P. Brightwell and C. Patrikakis. Directing your own Live and Interactive Sports Channel. IEEE Workshop on Image Analysis for Multimedia Interactive Services - WIAMIS, London, UK, May 2009
O. Lanz. A HJS Filter to Track Visually Interacting Targets. IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP, Taipei, Taiwan, April 2009
M. Lecca and S. Messelodi. Illuminant Change Estimation via Minimization of Color Histogram Divergence. Computational Color Imaging Workshop - CCIW, Saint-Étienne, France, March 2009
2008
Conferences
P. Chippendale, M. Zanin and C. Andreatta. Environmental Content Creation and Visualisation in the 'Future Internet'. 1st Future Internet Symposium - FIS, Vienna, Austria, September 2008
P. Lecca and M. Lecca. Modeling the molecular bases of glucose metabolism in astrocytes. XIX Congresso Nazionale Società Italiana di Biofisica Pura e Applicata - SIBPA, Rome, Italy, September 2008
P. Chippendale and O. Lanz. Optimised Meeting Recording and Annotation using Real-time Video Analysis. 5th Joint Workshop on Machine Learning for Multimodal Interaction - MLMI, Utrecht, The Netherlands, September 2008
P. Chippendale, M. Zanin and C. Andreatta. Spatial and Temporal Attractiveness Analysis through Geo-Referenced Photo Alignment. IEEE International Geoscience & Remote Sensing Symposium - IGARSS, Boston, Massachusetts, USA, July 2008
P. Lecca and M. Lecca. A model of the Ca2+ and Na+ waves kinetics in astrocytes and its relevance to functional brain imaging. 5th European Congress on Computational Methods in Applied Sciences and Engineering - IACM/ECCOMAS, Venice, Italy, June 2008
C. Andreatta. Ontology Based Viso-Semantic Similarity for Image Retrieval. 6th International Workshop on Content-Based Multimedia Indexing - CBMI, London, UK, June 2008
P. Chippendale and M. Zanin. Automatic spatio-temporal registration of Alpine photos using DTMs and image processing techniques. 6th ARIDA Workshop on Innovations in 3D Measurement, Modeling and Visualization, Trento, Italy, February 2008
O. Lanz. Probabilistic People Tracking using Passive Vision. 6th ARIDA Workshop on Innovations in 3D Measurement, Modeling and Visualization, Trento, Italy, February 2008
R. Brunelli. Template Matching Techniques in Computer Vision - A Tutorial, La Visione delle Macchine, Pavia, Italy, September 2008
2007
Journals - Chapters in book
D. Mostefa, N. Moreau, K. Choukri, G. Potamianos, S. M. Chu, A. Tyagi, J. R. Casas, J. Turmo, L. Cristoforetti, F. Tobia, A. Pnevmatikakis, V. Mylonakis, F. Talantzis, S. Burger, R. Stiefelhagen, K. Bernardin, and C. Rochet. The CHIL audiovisual corpus for lecture and meeting analysis inside smart rooms. Language Resources and Evaluation, 41(3-4):389-407, 2007
S. Messelodi, C.M. Modena and G. Cattoni. Vision-based bicycle / motorcycle classification. Pattern Recognition Letters, 28(13):1719-1726, 2007
R. Brunelli, A. Albertini, C. Andreatta, P. Chippendale, M. Ruocco, O. Stock, F. Tobia, and M. Zancanaro. Detecting Focus of Attention. Chapter in Book: PEACH - Intelligent Interfaces for Museum Visits, pp. 45-70, 2007
R. Brunelli, O. Lanz, A. Santuari and F. Tobia. Tracking Visitors in a Museum. Chapter in Book: PEACH - Intelligent Interfaces for Museum Visits, pp. 205-228, 2007
Conferences
C. Andreatta. Document Layout Substructure Discovery. 2nd International Conference on Semantics and Digital Media Technologies - SAMT, Genoa, Italy, December 2007
N. Mana, B. Lepri, P. Chippendale, A. Cappelletti, F. Pianesi, P. Svaizer and M. Zancanaro. Multimodal Corpus of Multi-Party Meetings for Automatic Social Behavior Analysis and Personality Traits Detection. 9th International Conference on Multimodal Interfaces - ICMI, Nagoya, Japan, November 2007
P. Lecca and M. Lecca. Molecular Mechanism of Glutamate-Triggered Brain Glucose Metabolism: A Parametric Model from FDG PET-Scans. 2nd International Symposium on Brain, Vision and Artificial Intelligence - BVAI, Naples, Italy, October 2007
M. Lecca, S. Messelodi and C. Andreatta. An Object Recognition System for Automatic Image Annotation and Browsing of Object Catalogs. 15th ACM International Conference on Multimedia - ACMMM, Augsburg, Germany, September 2007
M. Zanin. Localization of Ahead Vehicles with On-Board Stereo Cameras. 14th International Conference on Image Analysis and Processing - ICIAP, Modena, Italy, September 2007
O. Lanz. An Information Theoretic Rule for Sample Size Adaptation in Particle Filtering. 14th International Conference on Image Analysis and Processing - ICIAP, Modena, Italy, September 2007
M. Lecca and S. Messelodi. Rotation, Rescaling and Occlusion Invariant Object Retrieval. British Machine Vision Conference - BMVC, Warwick, UK, September 2007
O. Lanz and R. Brunelli. Joint Bayesian Tracking of Head Location and Pose from Low-resolution Video. Classification of Events, Activities and Relationships, Evaluation and Workshop - CLEAR, Baltimore, MD, USA, May 2007
O. Lanz, P. Chippendale and R. Brunelli. An Appearance-based Particle Filter for Visual Tracking in Smart Rooms. Classification of Events, Activities and Relationships, Evaluation and Workshop - CLEAR, Baltimore, MD, USA, May 2007
2006
Journals
R. Brunelli. Identity verification through finger matching: A comparison of Support Vector Machines and Gaussian Basis Functions classifiers. Pattern Recognition Letters, 27(6):1905-1915, 2006
O. Lanz. Approximate Bayesian Multibody Tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(9):1436-1449, 2006
M. Lecca. Object Recognition in Color Images by the Self Configuring System MEMORI. International Journal of Signal Processing, 3(3):176-185, 2006
Conferences
R. Bartolini, E. Giovannetti, S. Marchi, S. Montemagni, C. Andreatta, R. Brunelli, R. Stecher and P. Bouquet. Multimedia Information Extraction in Ontology-based Semantic Annotation of Product Catalogues. 3rd Italian Semantic Web Workshop - SWAP, Pisa, Italy, December 2006
M. Lecca and S. Messelodi. Recognition and Reconstruction of Partially Occluded Objects. XVI International Conference on Computer Science - ICCS, Venice, Italy, November 2006
R. Bartolini, E. Giovannetti, S. Marchi, S. Montemagni, C. Andreatta, R. Brunelli, R. Stecher, C. Niederée, P. Bouquet and S. Bortoli. Ontology Learning in Multimedia Information Extraction from Product Catalogues. 15th International Conference on Knowledge Engineering and Knowledge Management Managing Knowledge in a World of Networks - EKAW, Podebrady, Czech Republic, October 2006
R. Stecher, C. Niederée, P. Bouquet, T. Jacquin, S. Ait-Mokhtar, S. Montemagni, R. Brunelli and G. Demetriou. Enabling a knowledge supply chain: From content resources to ontologies. Workshop on Mastering the Gap: From Information Extraction to Semantic Representation - ESCW, Budva, Montenegro, June 2006
M. Zanin and C. Corridori. Vision-Based Estimation of Road Parameters for Intelligent Vehicles. Seconda Conferenza Italiana sui Sistemi Intelligenti - CISI, Ancona, Italy, September 2006
O. Lanz, F. Tobia and R. Brunelli. Multi-view Appearance Model for Visual People Tracking. Seconda Conferenza Italiana sui Sistemi Intelligenti - CISI, Ancona, Italy, September 2006
O. Lanz, and R. Brunelli. Dynamic Head Location and Pose from Video. IEEE Conference on Multisensor Fusion and Integration - MFI, Heidelberg, Germany, September 2006
P. Chippendale. Towards Automatic Body Language Annotation. 7th IEEE International Conference Automatic Face and Gesture Recognition - FGR, Southampton, UK, April 2006
R. Brunelli, A. Brutti, P. Chippendale, O. Lanz, M. Omologo, P. Svaizer and F. Tobia. A Generative Approach to Audio-Visual Person Tracking. First International Evaluation Workshop on Classification of Events, Activities and Relationships - CLEAR, Southampton, UK, April2006
M. Lecca. A Self Configuring System for Object Recognition in Color Images. International Conference on Computer Science - ICCS, Vienna, Austria, March 2006
C. Andreatta and F. Leonardi. Appearance based paintings recognition for a Mobile Museum Guide. International Conference on Computer Vision Theory and Applications - VISAPP, Setubal, Portugal, February 2006
2005
Journals
S. Messelodi, C.M. Modena. A Computer Vision System for Traffic Accident Risk Measurement: A Case Study. Advances in Transportation Studies, an International Journal, 7(B):51-66, 2005
S. Messelodi, C.M. Modena and M. Zanin. A Computer Vision System for the Detection and Classification of Vehicles at Urban Road Intersections. Pattern Analysis and Applications, 8(1-2):17-31, 2005
Conferences
C. Andreatta, M. Lecca and S. Messelodi. Memory-based Object Recognition in digital Images. 10th International Fall Workshop - Vision, Modeling, and Visualization - VMV, Erlangen, Germany, November 2005
P. Chippendale and F. Tobia. Collective Calibration of Active Camera Groups. International Conference on Advanced Video and Signal based Surveillance - AVSS, Como, Italy, September 2005
P. Lombardi, M. Zanin and S. Messelodi. Switching Models for Vision-Based On-Board Road Detection. 8th International IEEE Conference on Intelligent Transportation Systems - ITSC, Vienna, Austria, September 2005
S. Messelodi, C.M. Modena, N. Segata and M. Zanin. A Kalman filter based background updating algorithm robust to sharp illumination changes. 13th International Conference on Image Analysis and Processing - ICIAP, Cagliari, Italy, September 2005
P. Chippendale. Real-Time Skin Labelling in Active Camera Images. 2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms - MLMI, Edinburgh, UK, July, 2005
O. Lanz and R. Manduchi. Hybrid Joint-Separable Multibody Tracking. International Conference on Computer Vision and Pattern Recognition - CVPR, San Diego, California, USA, June 2005
P. Lombardi, M. Zanin and S. Messelodi. Unified Stereovision for Ground, Road, and Obstacle Detection. IEEE Intelligent Vehicles Symposium - IV, Las Vegas, Nevada, USA, June 2005
A. Albertini, R. Brunelli, O. Stock and M. Zancanaro. Communicating User's Focus of Attention by Image Processing as Input for a Mobile Museum Guide. International Conference on Intelligent User Interfaces - IUI, San Diego, California, USA, Januar 2005
2004
Conferences
Q. Xu, L. Ma, M. Li, W. Wang, J. Cai, R. Brunelli and S. Messelodi. Fuzzy Weighted Average Filtering for Mixture Noises. Third International Conference on Image and Graphics - ICIG, Hong Kong, China, December 2004
C. Corridori and M. Zanin. High Curvature Two-Clothoid Road Model Estimation. 7th IEEE International Conference on Intelligent Transportation Systems - ITSC, Washington DC, USA, October 2004
O. Lanz. Automatic Lens Distortion Estimation for an Active Camera. International Conference on Computer Vision and Graphics - ICCVG, Warsaw, Poland, September 2004
O. Lanz. Occlusion Robust Tracking of Multiple Objects. International Conference on Computer Vision and Graphics - ICCVG, Warsaw, Poland, September 2004
R. Brunelli. Low Resolution Image Sampling for Pattern Matching. International Conference on Computer Vision and Graphics - ICCVG, Warsaw, Poland, September 2004
C. Corridori, D. Giordani, P. Lombardi, S. Messelodi, C.M. Modena and M. Zanin. An in-vehicle vision system for dangerous situation detection. Conferenza Italiana sui Sistemi Intelligenti - CISI, Perugia, Italy, September 2004
Q. Xu, R. Brunelli, S. Messelodi, J. Zhang and M. Li. Image Coherence Based Adaptive Sampling for Image Synthesis. International Conference on Computational Science and its Applications - ICCSA, Assisi, Italy, May, 2004
C. Andreatta, M. Lecca and S. Messelodi. MEMORI: MEMory-based object Recognition in Images. Recherche d'Informations Assistee par Ordinateur - RIAO, Avignon, France, April 2004
2003
Conferences
M. Zanin, S. Messelodi and C.M. Modena. An Efficient Vehicle Queue Detection System Based on Image Processing. 12th International Conference on Image Analysis and Processing - ICIAP, Mantova, Italy, September 2003, pp. 232-237
F. Bertamini, R. Brunelli, O. Lanz, A. Roat, A. Santuari, F. Tobia and Q. Xu. Olympus: an ambient intelligence architecture on the verge of reality. 12th International Conference on Image Analysis and Processing - ICIAP, Mantova, Italy, September 2003, pp. 139-145.
A. Santuari, O. Lanz and R. Brunelli. Synthetic Movies for Computer Vision Applications. 3rd IASTED International Conference: Visualization, Imaging, and Image Processing - VIIP, Benalmadene, Malaga, Spain, September 2003.
2002
Conferences
T. Kunkelmann, R. Brunelli. Advanced Indexing and Retrieval in Present-day Content Management System. 28th EUROMICRO Conference, Dortmund, Germany, September 2002.
R. Brunelli, O. Mich. Warped Metrics for Image Similarity Retrieval. SPIE Electronic Imaging 2002, San Jose, California, January 2002
2001
Journals
R. Brunelli and O. Mich. Histogram Analysis for Image Retrieval. Pattern Recognition, Vol. 34, No. 8, pp. 1625-1637, 2001.
Conferences
Q. Xu, J. Sun, Z. Wei, Y. Shu, S. Messelodi and J. Cai. Zero Variance Importance Sampling Driven Potential Tracing Algorithm for Global Illumination. 9-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision - WSCG, Plzen, Czech Republic, February 2001.
2000
Journals
R. Brunelli and O. Mich. Image Retrieval by Examples. IEEE Transactions on Multimedia, Vol. 2, No. 3, pp. 164-171, 2000.
M. Boninsegna and A. Bozzoli. A tunable algorithm to update a reference image. Signal Processing: Image Communication, Vol. 16, No. 4, pp. 353-365, 2000
R. Brunelli. News in brief, Biometric Technology Today, Volume 8, Issue 2, 1, pp. 6-7. 2000.
Conferences
R. Brunelli, O. Mich. Query simplification and strategy selection for image retrieval. 15th International Conference on Pattern Recognition - ICPR, Barcelona, Spain, 3-8, September 2000
R. Brunelli, O. Mich. COMPASS: An Image Retrieval System for Distributed Databases. IEEE International Conference on Multimedia and Expo - ICME, New York, USA, August 2000
R. Brunelli, O. Mich. Efficient Image Retrieval by Examples. 5th IFIP 2.6 Working Conference on Visual Database Systems, Fukuoka, Japan, May 2000
R. Brunelli, O. Mich. COMPASS: Image retrieval by example. Recherche d'Informations Assistee par Ordinateur - RIAO 2000, Innovative Application, Paris, France, April 2000
S. Messelodi, C.M. Modena. Nuovi sistemi per il conteggio automatico e la classificazione dei veicoli. Atti of 'Noise Mapping', National Workshop Assoacustici & ANPA, Milano, Italy, March 2000 (invited talk, in Italian)
1999
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
S. Messelodi, C. M. Modena. Automatic Identification and Skew Estimation of Text Lines in Real Scene Images. Pattern Recognition, Vol. 32, No. 5, pp. 791-810, 1999.
R. Brunelli, O. Mich, C.M. Modena. A Survey on the Automatic Indexing of Video Data. Journal of Visual Communication and Image Representation, Vol. 10, N. 2, pp. 78-112, 1999.
B. Crespi, G. Tecchiolli. Adaptive Gabor Filters for Phase-Based Disparity Estimation. International Journal on Pattern Recognition and Artificial Intelligence, Vol. 13, No. 5, pp. 591-614, 1999
B. Crespi. Storage Capacity of Nonmonotonic Networks. Neural Networks, Vol. 12, N. 10, 1999, pp. 1377-1389
Conferences
S. Messelodi, C. M. Modena. Detection of Polygonal Frames in Complex Document Images. 10th International Workshop on Database & Expert Systems Applications - DAUDD Workshop, Florence, Italy, September 1999.
B. Crespi. Differential equations for phase-based stereo-vision. 10th International Conference on Image Analysis and Processing - ICIAP, Venice, Italy, September 1999.
R. Brunelli, O. Mich. On The Use of Histograms for Image Retrieval. IEEE International Conference on Multimedia Computing and Systems - ICMCS, Florence, Italy, June 1999.
B. Crespi, I. Lazzizzera. Storage Capacity and Dynamics of Nonmonotonic Neurons. 7th European Symposium on Artificial Neural Networks - ESANN, Bruges, Belgium, April 1999, pp. 393-398.
1998
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
B. Crespi, A. Cozzi, L. Raffo and S. Sabatini. Analog computation for phase-based disparity estimation: continuous and discrete models. Machine Vision and Applications, Vol. 11, No. 2, pp. 74-82, 1998.
M. Aste, M. Rossi, R. Cattoni and B. Caprile. Visual Routines for Real-Time Monitoring of Vehicle Behavior. Machine Vision and Applications, Vol. 11, No. 1, pp. 16-23, 1998.
N. Veneri, S. Messelodi, B. Crespi. A memory-based approach to sensory-motor coordination. Machine Vision and Applications, Vol. 10, No. 5-6, pp. 269-279, 1998.
Conferences
R. Brunelli, O. Mich. VIDEO: Video and Image Data Exploration and Organization. Workshop on Image and Video Content-Based Retrieval, Milano, Italy, February 1998, pp. 119-126
G. Andolfi, M. Aste, M. Boninsegna, R. Cattoni, A. Potrich, B. Caprile. The Advanced Visual Monitoring Project at IRST. Workshop on Advanced Video-Based Surveillance Systems, Genova, Italy, April 1998.
E. Trentin, R. Cattoni. A Hybrid Framework for Indoor Robot Navigation. Neural Nets WIRN, Vietri, Salerno, Italy, 1998
B. Crespi. Adaptive Gabor Filters for Phase-based Disparity estimation. Visual Interface, VI'98, Vancouver, British Columbia, June 17-20, 1998, pp. 27-34
B. Crespi, A. Cozzi, L. Raffo, S. Sabatini. Analog Processing for Stereo Vision. Visual Interface, VI'98, Vancouver, British Columbia, June 17-20, 1998, pp. 35-42
1997
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
R. Brunelli, T. Poggio. Template Matching: Matched Spatial Filters and Beyond. Pattern Recognition, Vol. 30, No. 5, pp. 751-768, 1997. [with Honorable Mention, Pattern Recognition Society Award] [doi]
R. Brunelli. Estimation of Pose and Illuminant Direction for Face Processing. Image and Vision Computing, 15, pp. 741-748, 1997 [doi]
A. Fusiello, B. Caprile. Synthesis of Indoor Maps in Presence of Uncertainty. Robotics and Autonomous Systems, 22(2):103-114, 1997 [doi]
A. Cozzi, B. Crespi, F. Valentinotti, F. Woergoetter. Performance of phase-based algorithms. Machine Vision and Applications, Special Issue on Performance Characteristics of Vision Algorithms, Vol. 9, No. 5-6, pp. 334-340, 1997 [doi]
M. Boninsegna, T. Coianiz, E. Trentin. Estimating the Crowding Level with a Neuro-Fuzzy Classifier. Journal of Electronic Imaging, Special Section on Neural Networks and Fuzzy Logic for Imaging Applications, Vol. 6, No 3, pp. 319-328, 1997 [doi]
Conferences
M. Boninsegna, A. Bozzoli. Sistema Antiintrusione Basato su Elaborazione Visiva, in Italian. Atti del III Convegno Nazionale del Progetto Finalizzato Trasporti 2, PFT2-CNR, Taormina, Italy, November 1997
T. Coianiz, L. Torresani. Analysis and Encoding of Lip Movements. First International Conference on Audio and Video Based Biometric Person Authentication, AVBPA, Crans-Montana, Switzerland, March 1997
N. Veneri, S. Messelodi, B. Crespi. Memory-Based Coordination of Visual Perception and Motor Activity. International Real World Computing Symposium, RWC, Fundamental Information Technology of next Generation, Tokyo, January 1997
E. Trentin, R. Cattoni. A Hybrid HMM/Recurrent Neural Network Approach to Indoor Robot Navigation. International Real World Computing Symposium, RWC,, Tokyo, January 1997
1996
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
S. Messelodi, C. M. Modena. Context Driven Text Segmentation and Recognition. Pattern Recognition Letters, Vol. 17, No. 1, pp. 47-56, 1996
R. Brunelli, O. Mich. SpotIt! An interactive identikit system. Graphical Models and Image Processing, Vol. 58, No. 5, pp. 399-404, 1996
F. Valentinotti, G. Di Caro, B. Crespi. Real-time Parallel Computation of Disparity and Optical Flow Using Phase Difference. Machine Vision and Applications, Vol. 9, No. 3, pp. 87-96, 1996
B. Crespi, E. Omerti. Networks of Delay Differential Equations and Associative Memories. Physics Letters A, Vol. 216, N. 6, p. 269-277, 1996
Conferences
G.M. Bisio, B. Crespi, S.P. Sabatini, G. Soncini, L. Raffo, A. Valdesi. A Distributed Adaptive Architecture for Analog Stereo Depth Estimation. International Workshop on Neural Networks for Identification, Control and Image Processing, NICROSP, Venice, Italy, 1996, pp. 360-367
B. Crespi, E. Omerti. Associative Memories based on Networks of Delay Differential Equations. IEEE International Conference on Neural Networks - ICNN , Washington DC, USA, June 1996, Vol. 1, pp. 502-506
T. Coianiz, M. Boninsegna, B. Caprile. A Fuzzy Classifier for Visual Crowding Estimates. International Conference on Neural Networks - ICNN, Washington, DC, USA, June 1996, pp. 1174-1178
T. Coianiz. Metodi per la Analisi Visiva dei Movimenti Labiali di un Parlatore [in Italian]. XXIV Convegno Nazionale dell'Associazione Italiana di Acustica, Trento, Italy, June 1996, pp. 89-93
T. Coianiz, L. Torresani, B. Caprile. 2D Deformable Models for Visual Speech Analysis. Speech reading by Man and Machines: Data, Modeles and Systems, NATO ASI Series: Computer and System Sciences, Vol. 150, pp. 391-398, 1996
1995
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
R. Brunelli, D. Falavigna. Person Identification Using Multiple Cues. IEEE Transactions on Pattern Analysis and Machine Intelligence - PAMI, Vol. 17, No. 10, pp. 955-966, 1995 [doi]
R. Brunelli, D. Falavigna, T. Poggio, L. Stringa. Automatic Person Recognition by Using Acoustic and Geometric Features. Machine Vision and Applications, 8:317-325, 1995 [doi]
R. Brunelli, G. Tecchiolli. Stochastic Minimization with Adaptive Memory. Journal of Computational and Applied Mathematics, 57(3), 1995, pp. 329-343 [doi]
R. Brunelli, S. Messelodi. Robust Estimation of Correlation with Applications to Computer Vision. Pattern Recognition, Vol. 28, No. 6, pp. 833-841, 1995 [doi]
A. Leonardi, S. Messelodi, L. Stringa. Book Recognition as an Example of Flat and Structured Objects Classification. Cybernetics and Systems, Vol. 26, No. 6, pp. 621-645, 1995 [doi]
R. Brunelli, T. Poggio. Template Matching: Matched Spatial Filters and Beyond. CBCL Paper 123, MIT AI Memo 1549, 1995 [uri]
Patents
R. Brunelli, D. Falavigna, T. Poggio, L. Stringa. Recognition system, particularly for recognising people. US Patent 5,412,738, 1995
Conferences
F. Valentinotti, G. Di Caro, B. Crespi. A Parallel DSP System for Real-time Disparity and Optical Flow Using Phase Difference. 6th International Conference on Signal Processing Applications and Technology - ICSPAT, Boston, MA, October, 1995
1994
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
R. Brunelli. Training Neural Nets Through Stochastic Minimization. Neural Networks, 7(9):1405-1412, 1994 [doi]
A. Spagolla, B. Caprile. Extending the Smoothing Spline Estimate. Mathematical and Computing Modelling, Vol. 20, No. 6, pp. 35-43, 1994 [doi]
M. Boninsegna, M. Rossi. Similarity Measures in Computer Vision. Pattern Recognition Letters, Vol. 15, No. 12, pp. 1255-1260, 1994 [doi]
R. Brunelli. Estimation of Pose and Illuminant Direction for Face Processing. CBCL Paper 102, MIT-A.I. MEMO 1499, 1994 [uri]
Conferences
M. Rossi, A. Bozzoli. Tracking and Counting Moving People. International Conference on Image Processing - ICIP, Austin, TX, USA, November 1994, vol. III, pp. 212-216
R. Cattoni, G. Di Caro, M. Aste and B. Caprile. Bridging the Gap between Planning and Reactivity: a Layered Architecture for Autonomous Indoor Navigation. Conference on Intelligent Robots and Systems - IROS, Munich, Germany, September, 1994, pp.878--885
B. Crespi. Associative Memory for Navigation. International Conference on Artificial Neural Networks - ICANN, Sorrento, Italy, August 1994
D. Falavigna, R. Brunelli. Person Recognition Using Acoustic and Visual Cues. ESCA Workshop on Automatic Speaker Recognition, Identification and Verification, Martigny, Switzerland, April 1994, pp. 71-74
Magazines
R. Cattoni, B. Caprile. Intelligenza Artificiale: Pianeta Robot, in Italian. Informatica Oggi e Unix, XIV(111):56-59, 1994
L. Stringa. Intelligenza o buon senso? Da computer a consulente, in Italian. 2000 giorni al 2000, Fiat Comunicazione e Immagine, nr. 4, pp. 10-11, May 1994
L. Stringa. L'identificazione delle persone nel controllo di accesso, in Italian. Sistemi e impresa, nr. 2, pp. 20-23, 1994
L. Stringa. Il cervello? Una macchina pensante. L' I.A. e l'anello mancante, in Italian. Sistemi e impresa, nr. 1, pp. 13-15, 1994
1993
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
R. Brunelli, T. Poggio. Face Recognition: Features versus Templates. IEEE Transactions on Pattern Analysis and Machine Intelligence - PAMI, (15)10:1042-1052, 1993 [doi]
L. Stringa. Eyes Detection for Face Recognition. Applied Artificial Intelligence, 7(4), 365-382, 1993 [doi]
R. Brunelli, T. Poggio. Caricatural Effects in Automated Face Perception. Biological Cybernetics, 69:235-241, 1993 [doi]
B. Crespi, C. Furlanello, L. Stringa. A Memory-based Approach to Navigation. Biological Cybernetics, 69:385-393, 1993 [doi]
Conferences
B. Crespi, C. Furlanello, L. Stringa. Memory-based System for Autonomous Navigation. International Conference on Intelligent Autonomous Systems - IAS, 1993
B. Crespi, C. Furlanello, L. Stringa. Memory-based Navigation. International Joint Conference on Artificial Intelligence - IJCAI, Vol 2, pp. 1654-1658, Chambery, France, 1993
T. Coianiz, M. Aste, B. Caprile. Improving Robot's Indoor Navigation Capabilities by Integrating Visual, Sonar and Odometric Measurements. Annual Conference of the International Society of Optical Engineering, SPIE '93 Symposium, Sensor Fusion IV Vol. 2059, pp. 225-235, Boston, MA, 1993
R. Cattoni, T. Coianiz, B. Caprile. Planning and Reactivity for the Mobile Robot of MAIA. 6th International Conference on Advanced Robotics - ICAR, Tokyo, Japan, 1993
G. Collini, R. Flor, G. Lazzari. A Friendly Interactive Transport System for Hospital Environment. 24th International Symposium on Industrial Robots - ISIR, Tokyo, Japan, November 4-6, 1993, pp. 487-493.
R. Cattoni. Behaviours as Bridges between Symbolic Reasoning and Reactivity. Italian Workshop on Planning IPW'93, Rome, Italy, 1993
A. Bozzoli, R. Barbo', B. Caprile, M. Rossi, Crowding Evaluation: A Visual Reflex-Based Approach. Progress in Image Analysis and Processing III - 7th International Conference on Image Analysis and Processing - ICIAP, 1993, pp. 83-86
A. Bozzoli, R. Barbo', B. Caprile, M. Rossi, G. Carlevaro. A Reflex-Based Approach to Fusion of Visual Data. Data Fusion Applications ESPRIT Conference, S. Pfleger, editor, 1993
Magazines
L. Stringa. Il progetto MAIA, In Italian. Le Scienze Quaderni. La cultura del calcolatore, n. 75, Dicembre 1993
1992
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
R. Brunelli. Optimal histogram partitioning using a simulated annealing technique. Pattern Recognition Letters, 1992(13):581-586 [doi]
T. Poggio, L. Stringa. A Project for an Intelligent System: Vision and Learning. International Journal of Quantum Chemistry, vol. 42, N. 4, 727-739, 1992 [doi]
L. Stringa. A Visual Model for Pattern Recognition. International Journal of Neural Systems, Vol.3 (Supplement), 31-39, 1992 [doi]
T. Poggio, R. Brunelli. A Novel Approach to Graphics. CBIP Paper n.71, MIT AI Memo No. 1354, 1992 [uri]
Conferences
R. Brunelli, T. Poggio. HyperBF Networks for Gender Classification. DARPA Image Understanding Workshop, pp. 311-314, 1992
L. Stringa. Automatic Book Recognition. Symposium on Document Analysis and Information Retrieval, Las Vegas, March 1992, pp. 119-207
B. Caprile, G. Lazzari, L. Stringa. Autonomous Navigation and Speech in the Mobile Robot of MAIA. SPIE Conference on Mobile Robots, SPIE Vol. 1831, pp. 276-284, Boston, Massachusetts, USA, November 1992
R. Brunelli, T. Poggio. Face Recognition through Geometrical Features. European Conference on Computer Vision - ECCV, S. Margherita Ligure, Italy, May 1992, pp. 792-800 [doi]
L. Stringa. S-Net Implementation of a Face Recognizer Based on Directional Derivatives. 5. Workshop Italiano su Architetture Parallele e Reti Neurali, Vietri sul Mare, Salerno, May 1992
M. Aste, B. Caprile. Learning Autonomous Navigation Abilities Using Radial Basis Functions Networks. Intelligent Vehicles '92 Symposium, Detroit, July 1992, pp. 241-246 [doi]
Magazines
L. Stringa. Il progetto MAIA [in Italian]. Le Scienze, n. 290, pp. 86-97, Ottobre 1992
1991
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
G.P. Tecchiolli, R. Brunelli. On Random Minimization of Functions. Biological Cybernetics, 65:501-506, 1991 [doi]
L. Stringa. Un approccio integrato all'intelligenza artificiale: Il progetto MAIA dell'IRST. AI*IA Notizie: Periodico dell'Associazione Italiana per l'Intelligenza Artificiale, Vol. 4, n. 1, pp. 13-19, 1991
Conferences
T. Poggio, R. Brunelli. HyperBF Networks for Real Object Recognition. International Joint Conference on Artificial Intelligence, 12th IJCAI, Sydney, Australia, pp. 1278-1284, Vol.2, August 1991
L. Stringa, T. Poggio. The Navigation System of MAIA. Workshop on Dynamic Scene Understanding - 12th IJCAI, Sydney, Australia, August 1991
P. Bellutta, N. Ancona, T. Poggio. A Floor Boundary Sensor for Autonomous Robot Navigation. International Joint Conference on Artificial Intelligence, 12th IJCAI, Sydney, Austrlia, August 1991
B. Caprile, G. Lazzari, L. Stringa. Navigazione a dialogo orale nel robot MAIA. Primo Workshop AI*IA sulla Percezione, Parma, Italy, 1991
1990
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
L. Stringa. A New Set of Constraint-Free Character Recognition Grammars. IEEE Transactions on Pattern Analysis and Machine Intelligence - PAMI, Vol. 12, No. 12, pp. 1210-1217, 1990 [doi]
Conferences
L. Stringa. A Structural Approach to Automatic Primitive Extraction in Hand-Printed Character Recognition. First International Workshop on Frontiers in Handwriting Recognition, IWFHR-1 (Invited paper), Montreal, April 1990, pp. 65-72
F. Girosi, T. Poggio, B. Caprile. Extensions of a Theory of Networks for Approximation and Learning: Outliers and Negative Examples. Advances in Neural Information Processing Systems, NIPS, Denver, Colorado, USA, November 1990, pp. 750-756
T. Poggio. A Theory of How the Brain Might Work. Cold Spring Harbor Symposium on Quantitative Biology. The Brain, Vol. 55, pp. 899-910, 1990.
A. Zorat. A Novel Approach to Computer Vision Systems: an Addressable Integrated Image Sensor. IFIP International Conference on Modelling the Innovation: Communications, Automation and Information Systems, Rome, Italy, March 1990, pages 357-364
1989
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Journals
R. Brunelli, C. M. Modena. ANIMAL: AN IMage ALgebra. Alta Frequenza, Vol. LVIII, N. 3, pp. 255-259, 1989
L. Stringa, A. Zorat. An algebraic approach to image processing. Alta Frequenza, Vol. LVIII, N. 3, pp. 261-265, 1989
G. Radonic. Stochastic convolution. Alta Frequenza, Vol. LVIII, N. 3, pp. 267-272, 1989
L. Stringa. Efficient classification of totally unconstrained handwritten numerals with a trainable multilayer network. Pattern Recognition Letters, Vol. 10, No. 4, pp. 273-280, 1989 [doi]
Conferences
F. Tommasi. Flusso Ottico e Informazione 3D per la Navigazione. Primo Congresso AI*IA, Trento, Italy, November 1989
P. Bellutta, G. Collini, A. Verri, V. Torre. 3D Visual Information From Vanishing Points. IEEE Workshop in Interpretation of 3D Scenes, Austin, pp. 41-49, 1989
L. Stringa. S-NETS: A Short Presentation. Second Italian Workshop on Parallel Architectures and Neural Networks, Vietri sul Mare, Salerno, April 1989
P. Bellutta, G. Collini, A. Verri, V. Torre. Navigation by Tracking Vanishing Points. AAAI Spring Symposium on Robot Navigation, Stanford, pp. 6-10, March 1989
1988
1999 and earlier years: sublists of publications in Computer Vision IRST groups before the TeV group was born
Conferences
L. Stringa, A. Zorat. A Single-chip Image Sensor and Processor: A strategic Processor. 4th International Symposium on Biological and Artificial Intelligence Systems, Trento, Italy, September 1988, pp. 499-508
D. Geiger, G. Radonic. Cross-validation algorithm for multiple scale representation in an image. IX Congresso Nazionale di Cibernetica e Biofisica, Trento, Italy, September 1988, pp. 115
R. Brunelli, C. M. Modena. ANIMAL: AN IMage ALgebra. IX Congresso Nazionale di Cibernetica e Biofisica, Trento, Italy, September 1988, pp. 114
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