Position: Postdoctoral Researcher
Address:Centre de Visi├│ per Computador
08193 - Bellaterra - Cerdanyola (Barcelona)
Improving Agent Classification by means of Detection and Tracking.
Marco Pedersoli obtained his Engineering degree on Electronics in 2005 from the "Universit├í degli Studi di Brescia" (Italy). Currently he is taking his PhD studies at the Computer Vision Center (CVC) from the Universitat Aut├▓noma 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.
Marco Pedersoli, Jordi Gonz├ález, 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
Daniel Rowe, Jordi Gonz├ález, Marco Pedersoli, J. J. Villanueva, " On Tracking Inside Groups ", Machine Vision and Applications, Volume 21, Issue 2, Pages 113-127, February, 2010
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
Nataliya Shapovalova, Wenjuan Gong, Marco Pedersoli, F. Xavier Roca and Jordi Gonz├ález, " 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
Marco Pedersoli, Andrea Vedaldi, Jordi Gonz├ález, " A Coarse-to-fine approach for fast deformable object detection ", in 24th IEEE Computer Vision and Pattern Recognition (CVPR2011), Colorado Springs, CO, June, 2011
Marco Pedersoli, Jordi Gonz├ález, 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
Marco Pedersoli, Jordi Gonz├ález, 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), P├│voa do Varzim, Portugal, June, 2009
Josep M. Gonfaus, Xavier Boix, Fahad S. Khan, Joost van de Weijer, Andrew D. Bagdanov, Marco Pedersoli, Joan Serrat, Xavier Roca, Jordi Gonz├ález, " 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
Bhaskar Chakraborty, Marco Pedersoli, Jordi Gonz├ález, "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
Marco Pedersoli, Jordi Gonz├ílez, 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