25 citations · 33 across the 3 of their papers we have counts for
3 papers · 1 filter
Modeling Spatio-Temporal Human Track Structure for Action Localization
Guilhem Chéron, Anton Osokin, Ivan Laptev +1
This paper addresses spatio-temporal localization of human actions in video. In order to localize actions in time, we propose a recurrent localization network (RecLNet) designed to…
A flexible model for training action localization with varying levels of supervision
Guilhem Chéron, Jean-Baptiste Alayrac, Ivan Laptev +1
Spatio-temporal action detection in videos is typically addressed in a fully-supervised setup with manual annotation of training videos required at every frame. Since such annotati…
P-CNN: Pose-based CNN Features for Action Recognition
Guilhem Chéron, Ivan Laptev, Cordelia Schmid
This work targets human action recognition in video. While recent methods typically represent actions by statistics of local video features, here we argue for the importance of a r…