Thomas Mensink

Image Classification with the Fisher Vector: Theory and Practice

Jorge Sánchez, Florent Perronnin, Thomas Mensink et al. · International Journal of Computer Vision · 2013 · 1.5K citations · Full text

Image Classification, Machine Vision, Image Analysis +8

TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation

Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek et al. · 2009 · 699 citations · Full text

Image Similarity Metrics, Data Annotation, Engineering +21

Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

Thomas Mensink, Jakob Verbeek, Florent Perronnin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 407 citations · Full text

COSTA: Co-Occurrence Statistics for Zero-Shot Classification

Thomas Mensink, Efstratios Gavves, Cees G. M. Snoek · 2014 · 190 citations · Full text

Few-shot Learning, Multiple Instance Learning, Engineering +20

Objects2action: Classifying and Localizing Actions without Any Video Example

Mihir Jain, Jan van Gemert, Thomas Mensink et al. · 2015 · 124 citations · Full text

Engineering, Machine Learning, Video Summarization +16