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Oswald Lanz

Permanent researcher
  • Phone: 0461314511
  • FBK Povo
Short bio

I am Research Scientist at Fondazione Bruno Kessler - FBK and former head of the computer vision research Unit TeV of FBK.

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 trackinghead pose estimation and group detection for behavior analysis. My current focus is on representation learning for video.

NEWS

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: We ranked 3rd place in the CVPR'19 EPIC Kitchens Action Recognition challenge. Tech Report available here.

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.

Publications
  1. 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)
  2. 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)
  3. O. Lanz; S. Messelodi,
    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)
  4. 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
  5. 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)
  6. 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)
  7. 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)
  8. 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)
  9. 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
  10. 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

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