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CVPR
2010
IEEE
13 years 9 months ago
Multimodal semi-supervised learning for image classification
Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmi...
MIR
2010
ACM
368views Multimedia» more  MIR 2010»
13 years 11 months ago
Image annotation with tagprop on the MIRFLICKR set
Jakob J. Verbeek, Matthieu Guillaumin, Thomas Mens...
CVPR
2008
IEEE
14 years 6 months ago
Automatic face naming with caption-based supervision
We consider two scenarios of naming people in databases of news photos with captions: (i) finding faces of a single person, and (ii) assigning names to all faces. We combine an in...
Matthieu Guillaumin, Thomas Mensink, Jakob J. Verb...
ICCV
2009
IEEE
14 years 9 months ago
Is that you? Metric Learning Approaches for Face Identification
Face identification is the problem of determining whether two face images depict the same person or not. This is difficult due to variations in scale, pose, lighting, background...
Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmi...
ICCV
2009
IEEE
14 years 9 months ago
TagProp: Discriminative Metric Learning in Nearest Neighbor Models for Image Auto-Annotation
Image auto-annotation is an important open problem in computer vision. For this task we propose TagProp, a discriminatively trained nearest neighbor model. Tags of test images a...
Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek...