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- Phone: 0461314511
- FBK Povo
My research belongs to the area of computer vision and machine learning and is centered on methods and systems for video understanding and 3d scene analysis. I have worked extensively on object tracking, audio-visual tracking, head pose estimation and group detection for behavior analysis. My current focus is on representation learning for video.
2020.07: News featured on FBK Magazine.
2020.06: Receiving the AWS Machine Learning Research Award.
2020.06: We ranked 3rd place in the CVPR'20 EPIC Kitchens Action Recognition challenge.
2020.02: Gate-Shift Networks (GSM) accepted at CVPR'20 main program.
2020.02: We are organizing a Workshop on Image and Video Question Answering.
2019.12: GSM is state of the art in action recognition.
2019.12: Journal Paper accepted at IEEE Transactions on Image Processing.
2019.11: I gave an invited talk at ICCV'19 Egocentric Perception, Interaction and Computing workshop in Seoul, Korea.
2019.11: Let's welcome Alex, new PhD student on the topic of video question answering.
2019.07: Paper accepted at ICCV'19 main program.
2019.07: I gave a seminar Learning to Recognize Actions in Video at Siena Artificial Intelligence Lab.
2019.06: Swathikiran defended his PhD thesis and graduated with cum laude mark.
2019.06: I gave a seminar on our work on action recognition at FBK Spring of AI seminar series.
2019.04: Paper accepted at ICIP'19 main program.
2019.02: Long Short-Term Attention (LSTA) accepted at CVPR'19 main program.
2019.02: Paper accepted at ICASSP'19 main program.
2019.01: Journal Paper accepted at ACM MultiMedia.
2019.01: Journal Paper accepted at Intelligenza Artificiale special issue on selected papers of AI*IA 2018 conference.
Mutlu S.; Rota Bulo' S.; Lanz O.,Exploiting Color Constancy for Robust Tracking Under non-Uniform Illumination,Proc. ICIAR'14,2014, (International Conference on Image Analysis and Recognition,Vilamoura, Algarve, Portugal,22-24 October 2014)
Setti F.; Lanz O.; Ferrario R.; Murino V.; Cristani M.,Multi-scale f-formation discovery for group detection,Proc. ICIP 2013,2013, pp. 3547-3551, (International Conference on Image Processing,Melbourne, Australia,September 15-18, 2013)
Mutlu S.; Hu T.; Lanz O.,Learning the scene illumination for color-based people tracking in dynamic environment,Proc. ICIAP 2013,2013, pp. 683-692, (International Conference on Image Analysis and Processing,Naples, Italy,September 11-13, 2013)
Hu T.; Mutlu S.; Lanz O.,Multicamera People tracking using a locus-based probabilistic occupancy map,Proc. ICIAP 2013,2013, pp. 693-702, (International Conference on Image Analysis and Processing,Naples, Italy,September 11-13, 2013)
R. Subramanian; Y. Yan; J. Staiano; O. Lanz; N. Sebe,On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions,Proc. ICMI 2013,2013, pp. 3-10, (International Conference on Multimodal Interaction,Sydney, Australia,December 9-13th, 2013)
Yan Y;; Ricci E.; Subramanian R.; Lanz O.; Sebe N.,No Matter Where You Are: Flexible Graph-guided Multi-task Learning for Multi-view Head Pose Classification Under Target Motion,Proceedings of ICCV 2013,2013, pp. 1177-1184, (International Conference on Computer Vision,Sydney,Dec 3-6, 2013)
J.M. Odobez; O. Lanz,Multimodal Signal Processing, Human Interactions in Meetings,Cambridge,Cambridge University Press,2012
R.L. Vieriu; A. Rajagopal; R. Subramanian; O. Lanz; E. Ricci; N. Sebe; K. Ramakrishnan,Boosting-based Transfer Learning for Multi-View Head-Pose Classification From Surveillance Videos,Proc. European Signal Processing Conference (EUSIPCO 2012),2012, (European Signal Processing Conference 2012,Bucharest, Romania,27-31/08/2012)
P. Chippendale; M. Zanin; C. Andreatta; S. Messelodi; O. Lanz,Augmented Reality at FBK,2012, (Convegno GIRPR 2012,Certosa di Pontignano (Siena),21-23 Maggio 2012)
Y. Yan; R. Subramanian; O. Lanz; N. Sebe,Active Transfer Learning for Multi-View Head-Pose Classification,2012, (International Conference on Pattern Recognition, ICPR,Tsukuba, Japan,da 11/11/2012 a 15/11/2012)