Marco Pedersoli

Pedersoli, Marco

Position: Postdoctoral Researcher

Address:

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

Tel.: 935811828

Fax: 935811670

E-mail: marcopede@cvc.uab.es

Personal Page

Research Interest

Improving Agent Classification by means of Detection and Tracking.

Brief Biography

Marco Pedersoli obtained his Engineering degree on Electronics in 2005 from the "Universitá degli Studi di Brescia" (Italy). Currently he is taking his PhD studies at the Computer Vision Center (CVC) from the Universitat Autònoma de Barcelona (UAB). His work is focused on human detection and traking for real-time applications. He is fond of computer graphics and learning algorithms. He is an active member of the Image Sequence Evaluation (ISE) research group at the CVC.


Publications

    Journals

  1. Marco Pedersoli, Jordi Gonzàlez, Andrew D. Bagdanov, Xavier Roca, " Efficient Discriminative Multiresolution Cascade for Real-Time Human Detection Applications ", Pattern Recognition Letters, Volume 32, Issue 13, pages 1581-1587 , October, 2011

  2. Daniel Rowe, Jordi Gonzàlez, Marco Pedersoli, J. J. Villanueva, " On Tracking Inside Groups ", Machine Vision and Applications, Volume 21, Issue 2, Pages 113-127, February, 2010


    3. Book Chapters

  3. Marc Castelló, Jordi Gonzàlez, Ariel Amato, Pau Baiget, Carles Fernández, Josep M. Gonfaus, Ramón A. Mollineda, Marco Pedersoli, Nicolás Pérez 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


    4. Major Conferences

  4. Nataliya Shapovalova, Wenjuan Gong, Marco Pedersoli, F. Xavier Roca and Jordi Gonzàlez, " On Importance of Interactions and Context in Human Action Recognition ", in 5th Iberian Conference on Pattern Recognition and Image Analysis (ibPRIA2011), Las Palmas de Gran Canaria, Canary Islands, Spain, June, 2011

  5. Marco Pedersoli, Andrea Vedaldi, Jordi Gonzàlez, " A Coarse-to-fine approach for fast deformable object detection ", in 24th IEEE Computer Vision and Pattern Recognition (CVPR2011), Colorado Springs, CO, June, 2011

  6. Marco Pedersoli, Jordi Gonzàlez, Andrew D. Bagdanov, Juan J. Villanueva, " Recursive Coarse-to-Fine Localization for fast Object Detection ", in 11th European Conference in Computer Vision (ECCV2010), Crete, Greece, September, 2010

  7. Marco Pedersoli, Jordi Gonzàlez, J.J. Villanueva, " High-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients ", in 4th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA2009), Póvoa do Varzim, Portugal, June, 2009


    8. Other Conferences and Workshops

  8. Josep M. Gonfaus, Xavier Boix, Fahad S. Khan, Joost van de Weijer, Andrew D. Bagdanov, Marco Pedersoli, Joan Serrat, Xavier Roca, Jordi Gonzàlez, " Harmony Potentials: Fusing Global and Local Scale for Semantic Image Segmentation ", the PASCAL Visual Object Classes Challenge Workshop, in conjunction with ECCV2010, Crete, Greece, September, 2010

  9. Bhaskar Chakraborty, Marco Pedersoli, Jordi Gonzàlez, "View-invariant human action detection using component-wise HMM of body parts", 5th International Workshop on Articulated Motion and Deformable Objects (AMDO'2008), Andratx, Mallorca, Spain, July, 2008

  10. Marco Pedersoli, Jordi González, Bhaskar Chakraborty, Juan Jose Villanueva, " Enhancing Real-time Human Detection based on Histograms of Oriented Gradients ", In 5th International Conference on Computer Recognition Systems (CORES'2007), Wroclaw, Poland, October, 2007


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