15 citations · 51 across the 14 of their papers we have counts for
4 papers · 1 filter
A Real-time Action Representation with Temporal Encoding and Deep Compression
Kun Liu, Wu Liu, Huadong Ma +2
Deep neural networks have achieved remarkable success for video-based action recognition. However, most of existing approaches cannot be deployed in practice due to the high comput…
Multi-Granularity Reasoning for Social Relation Recognition from Images
Meng Zhang, Xinchen Liu, Wu Liu +3
Discovering social relations in images can make machines better interpret the behavior of human beings. However, automatically recognizing social relations in images is a challengi…
PVSS: A Progressive Vehicle Search System for Video Surveillance Networks
Xinchen Liu, Wu Liu, Huadong Ma +1
This paper is focused on the task of searching for a specific vehicle that appeared in the surveillance networks. Existing methods usually assume the vehicle images are well croppe…
Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data
Kun Liu, Wu Liu, Huadong Ma +2
Action recognition in surveillance video makes our life safer by detecting the criminal events or predicting violent emergencies. However, efficient action recognition is not free…