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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.
A. Rajagopal; R. Subramanian; R. Vieriu; E. Ricci; O. Lanz; N. Sebe; K. Ramakrishnan,An Adaptation Framework for Head Pose Estimation in Dynamic Multi-view Scenarios,Proc. Asian Conference on Computer Vision (ACCV’12),2012, (Asian Conference of Computer Vision, ACCV'12,Daejeon, Korea,Da 5/11/2012 a 9/11/2012)
Oswald Lanz; Tao Hu,Dynamic Resource Allocation for Probabilistic Tracking via Attentive Sensing and Sampling,Proc Advanced Video and Signal-Based Surveillance (AVSS), 2011 8th IEEE International Conference on,2011, (8th IEEE International Conference on Advances Video and Signal-based Surveillance - AVSS 2011,Klagenfurt, Austria,08/30/2011 - 09/02/2011)
O. Lanz; S. Messelodi,The SmarTrack Project at FBK: Past and Ongoing Efforts on People Tracking for Surveillance and Monitoring,Workshop on VIdeo Surveillance projects in ITaly, VISIT 2011,2011, (2nd Workshop on VIdeo Surveillance projects in ITaly - VISIT 2011,Modena, Italy,18/05/2011)
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. Sutschet; J. Terken,Handbook of Ambient Intelligence and Smart Environments,Heidelberg,Springer,2010, pp. 1065 -1110
G. Zen; O. Lanz; S. Messelodi; E. Ricci,Tracking Multiple People with Illumination Maps,Proceedings of International Conference on Pattern Recognition,IEEE,2010, pp. 3484-3487, (International Conference on Pattern Recognition (ICPR),Istanbul, Turkey,08/23/2010 - 08/26/2010)
G. Zen; B. Lepri; E. Ricci; O. Lanz,Space Speaks - Towards Socially and Personality Aware Visual Surveillance,Proceedings of ACM Multimedia,ACM,2010, pp. 37-42, (Multimodal Pervasive Video Analysis Workshop (MPVA), in conjuction with ACM Multimedia,Florence, Italy,29/10/2010)
M. Poesio; M. Baroni; O. Lanz; A. Lenci; A. Potamianos; H. Schütze; S. Schulte im Walde; L. Surian,BabyExp: Constructing a huge multimodal resource to acquire commonsense knowledge like children do,2010, (International Conference on Language Resources and Evaluation,Valletta (Malta),da 05/17/2010 a 05/23/2010)
A. Brutti; O. Lanz,A joint particle filter to track the position and head orientation of people using audio visual cues,2010, (European Signal Processing Conference (EUSIPCO),Aalborg - Denmark,da 08/23/2010 a 08/27/2010)
Michael Voit; Nicolas Gourier; Cristian Canton-Ferrer; Oswald Lanz; Rainer Stiefelhagen; Roberto Brunelli,Estimation of Head Pose,Computers in the Human Interaction Loop,Springer,2009, pp. 33 -42
Oswald Lanz; Roberto Brunelli; Paul Chippendale; M. Voit; Rainer Stiefelhagen,Extracting Interaction Cues: Focus of Attention, Body Pose, and Gestures,Computers in the Human Interaction Loop,Springer,2009, pp. 87 -93