Oswald Lanz

I received the MSc in Mathematics ('00) and a Ph.D in Computer Science ('05) from the University of Trento. Since 2005 I am with FBK (tenured researcher since '08), my research has been mainly in the field of multi-camera people tracking, audio-visual tracking, head pose estimation and group detection with application to monitoring and human behavior analysis. From 2012 to 2015 I have been Head of Technologies of Vision, a research unit of the Fondazione Bruno Kessler located in Trento, Italy. From Nov 2015 to Jun 2016 I have been launching an innovation project in a home automation SME. My main research interests are in vision based scene analysis and more recently in deep learning and the broader context of integrating vision, language, reasoning. I am inventor of two patents on video tracking.

1. Porzi, Lorenzo; Rota Bulò, Samuel; Lanz, Oswald; Valigi, Paolo; Ricci, Elisa,
   An automatic image-to-DEM alignment approach for annotating mountains pictures on a smartphone,
   in «MACHINE VISION AND APPLICATIONS»,
   vol. 28,
   n. 1-2,
   2017
   , pp. 101 -
   115
2. Varadarajan, Jagannadan; Subramanian, Ramanathan; Rota Bulò, Samuel; Ahuja, Narendra; Lanz, Oswald; Ricci, Elisa,
   Joint Estimation of Human Pose and Conversational Groups from Social Scenes,
   in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,
   2017
3. Sudhakaran, Swathikiran; Lanz, Oswald,
   Learning to Detect Violent Videos using Convolutional Long Short-Term Memory,
   Proc 2017 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS),
   2017
   , (2017 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS),
   29 Aug - 1 Sept, 2017)
4. Alameda-Pineda, Xavier; Staiano, Jacopo; Subramanian, Ramanathan; Batrinca, Ligia Maria; Ricci, Elisa; Lepri, Bruno; Lanz, Oswald; Sebe, Nicu,
   SALSA: A Novel Dataset for Multimodal Group Behaviour Analysis,
   in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
   vol. 38,
   n. 8,
   2016
   , pp. 1707 -
   1720
5. Yan, Yan; Ricci, Elisa; Subramanian, Ramanathan; Liu, Gaowen; Lanz, Oswald; Sebe, Nicu,
   A Multi-task Learning Framework for Head Pose Estimation under Target Motion,
   in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
   vol. 38,
   n. 6,
   2016
   , pp. 1070 -
   1083
6. Hu, Tao; Messelodi, Stefano; Lanz, Oswald,
   Dynamic Task Decomposition for Decentralized Object Tracking in Complex Scenes,
   in «COMPUTER VISION AND IMAGE UNDERSTANDING»,
   vol. 134,
   2015
   , pp. 89 -
   104
7. Ricci, Elisa; Varadarajan, Jagannadan; Subramanian, Ramanathan; Rota Bulò, Samuel; Ahuja, Narendra; Lanz, Oswald,
   Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-formations from Surveillance Videos,
   2015 IEEE International Conference on Computer Vision (ICCV),
   IEEE,
   2015
   , pp. 4660-
   4668
   , (IEEE International Conference on Computer Vision (ICCV),
   Santiago, Chile,
   December 13-16, 2015)
8. Subramanian, Ramanathan; Varadarajan, Jagannadan; Ricci, Elisa; Lanz, Oswald; Winkler, Stefan,
   Jointly Estimating Interactions and Head, Body Pose of Interactors from Social Scenes,
   MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
   New York,
   ACM,
   2015
   , pp. 835-
   838
   , (ACM Multimedia Conference,
   Brisbane, Australia,
   October 26-30, 2015)
9. Alameda-Pineda, Xavier; Yan, Yan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu,
   Analyzing Free-standing Conversational Groups: a Multimodal Approach,
   MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
   New York,
   ACM,
   2015
   , pp. 5-
   14
   , (ACM Multimedia Conference,
   Brisbane, Australia,
   October 26-30, 2015)
10. Rajagopal A.K.; Subramanian R.; Ricci E.; Vieriu R.L.; Lanz O.; Kalpathi R.; Sebe N.,
    Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images,
    in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,
    vol. 109,
    2014
    , pp. 146 -
    167

Pages