Title | ||
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Multipe/single-view human action recognition via part-induced multitask structural learning. |
Abstract | ||
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This paper proposes a unified framework for multiple/single-view human action recognition. First, we propose the hierarchical partwise bag-of-words representation which encodes both local and global visual saliency based on the body structure cue. Then, we formulate the multiple/single-view human action recognition as a part-regularized multitask structural learning (MTSL) problem which has two ad... |
Year | DOI | Venue |
---|---|---|
2015 | 10.1109/TCYB.2014.2347057 | IEEE Transactions on Cybernetics |
Keywords | Field | DocType |
Hidden Markov models,Visualization,Feature extraction,Joints,Spatiotemporal phenomena,Correlation | Modalities,Feature selection,Pattern recognition,Computer science,Visualization,Feature extraction,Linear subspace,Regularization (mathematics),RGB color model,Artificial intelligence,Hidden Markov model,Machine learning | Journal |
Volume | Issue | ISSN |
45 | 6 | 2168-2267 |
Citations | PageRank | References |
56 | 1.11 | 40 |
Authors | ||
6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Anan Liu | 1 | 823 | 62.46 |
Yuting Su | 2 | 893 | 71.78 |
Ping-Ping Jia | 3 | 56 | 1.11 |
Zan Gao | 4 | 261 | 27.71 |
Tong Hao | 5 | 65 | 4.27 |
Yang Zhaoxuan | 6 | 56 | 1.78 |