Title | ||
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A diffusion and clustering-based approach for finding coherent motions and understanding crowd scenes. |
Abstract | ||
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This paper addresses the problem of detecting coherent motions in crowd scenes and presents its two applications in crowd scene understanding: semantic region detection and recurrent activity mining. It processes input motion fields (e.g., optical flow fields) and produces a coherent motion field named thermal energy field. The thermal energy field is able to capture both motion correlation among ... |
Year | DOI | Venue |
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2016 | 10.1109/TIP.2016.2531281 | IEEE Transactions on Image Processing |
Keywords | DocType | Volume |
Semantics,Correlation,Feature extraction,Trajectory,Motion detection,Hidden Markov models,Thermal energy | Journal | 25 |
Issue | ISSN | Citations |
4 | 1057-7149 | 12 |
PageRank | References | Authors |
0.59 | 31 | 6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Weiyao Lin | 1 | 732 | 68.05 |
Yang Mi | 2 | 67 | 16.04 |
Weiyue Wang | 3 | 57 | 3.55 |
Jianxin Wu | 4 | 3276 | 154.17 |
Jingdong Wang | 5 | 4198 | 156.76 |
Tao Mei | 6 | 4702 | 288.54 |