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Germán González Serrano - PhD Student
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EPFL - Computer Vision Laboratory
BC 304
Station 14
CH-1015 Lausanne
Suisse
Phone: (+41) 21 693 75 67
E-mail: german { dot } gonzalez { at } epfl { dot } ch
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Research interests:
Publications:
E. Türetken, G. González, C. Blum and P. Fua, Automated Reconstruction of Dendritic and Axonal Trees by Global Optimization with Geometric Priors, Neuroinformatics, In Press, 2011.
R. Dumusc, G. González, A. Lucchi, and P. Fua, Multi-Scale Rendering of Huge Biological Images. EPFL Technical Report. 2011.
E. Türetken, C. Blum, G. González and P. Fua, Reconstructing Geometrically Consistent Tree Structures from Noisy Images, International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, China, 2010.
G. González, E. Türetken, F. Fleuret and P. Fua, Delineating Trees in 2D Images and 3D Image-Stacks , proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), 2010. [poster][supplementary material]
G. González, F. Aguet, F. Fleuret, M. Unser and P. Fua, Steerable Features for Statistical 3D Dendrite Detection, International Conference on Medical Image Computing and Computed Assisted Intervenction (MICCAI), 2009. [poster]
G. González, F. Fleuret and P. Fua, Learning Rotational Features for Filament Detection , proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), 2009. [poster]
G. González, F. Fleuret and P. Fua. Automated Delineation of Dendritic Networks in Noisy Image Stacks. Proceedings of the European Conference on Computer Vision (ECCV), 2008. [poster][flash]
Prior to CvLab:
O.C. Jenkins, G. González, and M. Loper. Interactive Human Pose and Action Recognition using Dynamical Motion Primitives. In International Journal of Humanoid Robotics, 2007.
O.C. Jenkins, G. González and M. Loper Tracking human motion and actions for interactive robots., In Human-Robot Interaction (HRI 2007), Arlington, VA, USA, Mar 2007
O.C. Jenkins, G. González and M. Loper Monocular virtual trajectory estimation with dynamical primitives., In AAAI Cognitive Robotics Workshop, Boston, MA, USA, Jul 2006
O.C. Jenkins, G. González and M. Loper Learning dynamical motion vocabularies for kinematic tracking and activity recognition., IEEE Workshop on Vision for Human Computer Interaction, June 2006
G. González. Kinematic Tracking and Activity Recognition Using Motion Primitives. Master Thesis. KTH, Stockholm. 2006
Awards:
2010 - Led a team of six to the final round of the DIADEM Challenge. Obtained a price of 10000 usd for the "for their deeper potential, more original approach, and ultimate scalability of their proposed solution."
2006 - Swedish Artificial Intelligence Society best AI Master's Thesis award ( link ). "For a research contribution in the area of perception related to the recognition and tracking of human activities in a video stream. The contribution has significant and important applications ranging from the sport and entertainment businesses to security and surveillance systems which are all important contemporary research areas related to artificial intelligence."
More (old) Stuff
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