Authors
Vignesh Ramanathan, Congcong Li, Jia Deng, Wei Han, Zhen Li, Kunlong Gu, Yang Song, Samy Bengio, Chuck Rossenberg, Li Fei-Fei
Publication date
2015/6/7
Conference
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Pages
1100-1109
Publisher
IEEE
Description
Abstract Human actions capture a wide variety of interactions between people and objects.
As a result, the set of possible actions is extremely large and it is difficult to obtain sufficient
training examples for all actions. However, we could compensate for this sparsity in
supervision by leveraging the rich semantic relationship between different actions. A single
action is often composed of other smaller actions and is exclusive of certain others. We need
a method which can reason about such relationships and extrapolate unobserved actions ...
Total citations
2015201626
Scholar articles
V Ramanathan, C Li, J Deng, W Han, Z Li, K Gu… - 2015 IEEE Conference on Computer Vision and …, 2015