Cosegmentation of object categories

Location of the internship: The internship will be jointly between the WILLOW team at INRIA Paris1 and the LEAR team at INRIAGrenoble2, and will be co-supervised by Jean Ponce and Cordelia Schmid, a ENS professor and a INRIA research director respectively. Both teams are specialized in computer vision, in particular visual recognition. Armand Joulin, a researcher at FaceBook, will be an external advisor to the project. There exists the possibility to continue the research as a PhD student.

[1]  Cordelia Schmid,et al.  Weakly Supervised Learning of Interactions between Humans and Objects , 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Takeo Kanade,et al.  Distributed cosegmentation via submodular optimization on anisotropic diffusion , 2011, 2011 International Conference on Computer Vision.

[3]  Vladimir Kolmogorov,et al.  Object cosegmentation , 2011, CVPR 2011.

[4]  Cordelia Schmid,et al.  Multi-fold MIL Training for Weakly Supervised Object Localization , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

[5]  Cordelia Schmid,et al.  Learning object class detectors from weakly annotated video , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[6]  Jean Ponce,et al.  Multi-class cosegmentation , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

[7]  Jean Ponce,et al.  Discriminative clustering for image co-segmentation , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[8]  Andrew Blake,et al.  Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).