TeV's publications

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

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

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

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

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

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

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

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

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

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 

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.  

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

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. 

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.

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

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

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 

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

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