Pau Baiget

Baiget, Pau

Position: Postdoctoral Researcher

Address:

Centre de Visi├│ per Computador
Edifici O
Campus UAB
08193 - Bellaterra - Cerdanyola (Barcelona)
Spain

Tel.: 935811828

Fax: 935811670

E-mail: pbaiget@cvc.uab.es

Personal Page

Research Interest

Computer Vision, Computer Graphics, Augmented Reality.

Brief Biography

Pau Baiget obtained his Engineering degree on Computer Science in 2005 in the Barcelona School of Informatics at the Universitat Polit├Ęcnica de Catalunya. He is currently working on the PhD degree at the Computer Vision Center (CVC) from the Universitat Aut├▓noma de Barcelona (UAB). His work is focused on human behavior interpretation in image sequences and human behavior modeling in virtual environments. He is an active member of the Image Sequence Evaluation (ISE) research group at the CVC and also participates in the HERMES (http://www.hermes-project.eu) and euCognition (http://www.eucognition.org) european projects.


Publications

    Journals

  1. Carles Fernández, Pau Baiget, F.Xavier Roca and Jordi Gonzàlez, " Determining the best suited semantic events for cognitive surveillance ", Expert Systems with Applications, doi:10.1016/j.eswa.2010.09.070, Volume 38, Issue 4, April, 2011

  2. Carles Fernández, Pau Baiget, F.Xavier Roca and Jordi Gonzàlez, " Augmenting video surveillance footage with virtual agents for incremental event evaluation ", Pattern Recognition Letters, doi:10.1016/j.patrec.2010.09.027, Volume 32, Issue 6, April, 2011

  3. Pau Baiget, Carles Fernández, Xavier Roca, Jordi Gonzàlez, " Generation of Augmented Video Sequences Combining Behavioral Animation and Multi-object Tracking ", Computer Animation and Virtual Worlds 20:473-489, Volume 20, Issue 4 , Pages 447 - 489, July/August, 2009

  4. Carles Fernández, Pau Baiget, F. Xavier Roca, Jordi Gonzàlez, "Interpretation of Complex Situations in a Semantic-Based Surveillance Framework", Signal Processing: Image Communication, Special Issue on Semantic Analysis for Interactive Multimedia Services, volume 23, issue 7, pp. 554-569, August, 2008


  5. Book Chapters

  6. Marc Castell├│, Jordi Gonz├ález, Ariel Amato, Pau Baiget, Carles Fern├índez, Josep M. Gonfaus, Ram├│n A. Mollineda, Marco Pedersoli, Nicol├ís P├ęrez de la Blanca, F. Xavier Roca, " Exploiting Multimodal Interaction Techniques for Video-Surveillance ", Multimodal Interaction in Image and Video Applications, Intelligent Systems Reference Library Vol. 48, Chapter 8, Springer Netherlands, February, 2013

  7. Pau Baiget, Carles Fernández, Xavier Roca, Jordi Gonzàlez, " Trajectory-Based Abnormality Categorization for Learning Route Patterns in Surveillance ", Detection and Identification of Rare Audiovisual Cues, Studies in Computational Intelligence, Vol. 384, Chapter 7, Springer Netherlands, January, 2012

  8. Carles Fernández, Pau Baiget, Xavi Roca, Jordi Gonzàlez, " Exploiting Natural Language Generation in Scene Interpretation ", Human-Centric Interfaces for Ambient Intelligence, Chapter 4, pages 71-93, Elsevier Science and Technology Book Group, October, 2009


  9. Major Conferences

  10. Pau Baiget, Carles Fernández, F. Xavier Roca, Jordi Gonzàlez, " Automatic Learning of Conceptual Knowledge for the Interpretation of Human Behavior in Video Sequences ", in 3rd Iberian Conference on Pattern Recognition and Image Analysis (ibPRIA'2007), Girona, Spain, June, 2007

  11. Carles Fernández, Pau Baiget, F. Xavier Roca, Jordi Gonzàlez, " Natural Language Descriptions of Human Behavior from Video Sequences ", in 30th Annual German Conference on Artificial Intelligence (KI'2007), Osnabrück, Germany, September, 2007

  12. Carles Fernández, Pau Baiget, F. Xavier Roca, Jordi Gonzàlez, " Semantic Annotation of Complex Human Scenes for Multimedia Surveillance ", in 10th International Conference on Advances in Artificial Intelligence (AI*IA'2007). Special Track on Intelligent Access to Multimedia Data, Villa Mondragone, Monte Porzio Catone, Roma, Italy, September, 2007


  13. Other Conferences and Workshops

  14. Pau Baiget, Carles Fernández, Xavier Roca, and Jordi Gonzàlez, " Automatic Learning and Categorization of Anomalies in Video Surveillance ", 1st International Workshop on Detection and Identification of Rare Audiovisual Cues (DIRAC2010), in conjunction with ECML/PKDD, Barcelona, Spain , September, 2010

  15. Carles Fernández, Pau Baiget, Jordi Gonzàlez, " Mixed-Initiative Authoring for Augmented Scene Modeling ", in 22nd Annual Conference on Computer Animation and Social Agents (CASA 2009), Amsterdam, The Netherlands, June, 2009

  16. Pau Baiget, F. Xavier Roca, Jordi Gonzàlez, "Autonomous Virtual Agents for Performance Evaluation of Tracking Algorithms", 5th International Workshop on Articulated Motion and Deformable Objects (AMDO'2008), Andratx, Mallorca, Spain, July, 2008

  17. Pau Baiget, Eric Sommerlade, Ian Reid, Jordi Gonzàlez, " Finding Prototypes to Estimate Trajectory Development in Outdoor Scenarios ", in 1st International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences (THEMIS2008), in conjunction with BMVC2008, Leeds (UK), September, 2008

  18. Carles Fernández, Pau Baiget, Jordi Gonzàlez, " Cognitive-Guided Semantic Exploitation in Video Surveillance Interfaces ", in 1st International Workshop on Tracking Humans for the Evaluation of their Motion in Image Sequences (THEMIS2008), in conjunction with BMVC2008, Leeds (UK), September, 2008

  19. Pau Baiget, Joan Soto, F. Xavier Roca, Jordi Gonzàlez, " Automatic Generation of Computer-Animated Sequences based on Human Behaviour Modelling ", in 10th International Conference on Computer Graphics and Artificial Intelligence (3IA'2007), Athens, Greece, May, 2007

  20. Javier Orozco, Pau Baiget, Jordi Gonzàlez, F. Xavier Roca, " Eyelids and Face Tracking in Real-Time ", in 6th International Conference on Visualization, Imaging, and Image Processing (VIIP 2006), Palma de Mallorca, Spain, August, 2006


  21. Non-Refereed Publications

  22. Pau Baiget, " Modeling Human Behavior for Image Sequence Understanding and Generation ", PhD Thesis, Universitat Aut├▓noma de Barcelona, Spain, July, 2009


  23. Technical Reports

  24. Pau Baiget, " Interpretation of Human Behavior in Image Sequences ", CVC Technical Report #102, CVC (UAB), February, 2007


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