Title
Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN.
Abstract
Learning the spatial-temporal representation of motion information is crucial to human action recognition. Nevertheless, most of the existing features or descriptors cannot capture motion information effectively, especially for long-term motion. To address this problem, this paper proposes a long-term motion descriptor called sequential deep trajectory descriptor (sDTD). Specifically, we project d...
Year
DOI
Venue
2017
10.1109/TMM.2017.2666540
IEEE Transactions on Multimedia
Keywords
DocType
Volume
Trajectory,Feature extraction,Optical imaging,Cameras,Streaming media,Neural networks,Histograms
Journal
19
Issue
ISSN
Citations 
7
1520-9210
22
PageRank 
References 
Authors
1.10
0
4
Name
Order
Citations
PageRank
Yemin Shi1379.48
Yonghong Tian21057102.81
Yaowei Wang313429.62
Tiejun Huang41281120.48