Analysis and recognition of human actions with flow features and temporal models
This work focuses the recognition of complex human activities in video data. A combination of new features and techniques from speech recognition is used to realize a recognition of action units and their combinations in video sequences. The presented approach shows how motion information gained fro...
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| Format: | Book Chapter |
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KIT Scientific Publishing
2014
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| Online Access: | Get Fullteks DOAB: description of the publication |
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| LEADER | 01668naaaa2200313uu 4500 | ||
|---|---|---|---|
| 001 | doab_20_500_12854_40815 | ||
| 005 | 20210211 | ||
| 020 | |a KSP/1000043583 | ||
| 020 | |a 9783731502821 | ||
| 024 | 7 | |a 10.5445/KSP/1000043583 |c doi | |
| 041 | 0 | |a English | |
| 042 | |a dc | ||
| 100 | 1 | |a Kühne, Hildegard |4 auth | |
| 245 | 1 | 0 | |a Analysis and recognition of human actions with flow features and temporal models |
| 260 | |b KIT Scientific Publishing |c 2014 | ||
| 300 | |a 1 electronic resource (XV, 183 p. p.) | ||
| 506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
| 520 | |a This work focuses the recognition of complex human activities in video data. A combination of new features and techniques from speech recognition is used to realize a recognition of action units and their combinations in video sequences. The presented approach shows how motion information gained from video data can be used to interpret the underlying structural information of actions and how higher level models allow an abstraction of different motion categories beyond simple classification. | ||
| 540 | |a Creative Commons |f https://creativecommons.org/licenses/by-sa/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-sa/4.0/ | ||
| 546 | |a English | ||
| 653 | |a Videoanalyse | ||
| 653 | |a motion features | ||
| 653 | |a generative ModelleAction recognition | ||
| 653 | |a generative models | ||
| 653 | |a Bewegungsmerkmale | ||
| 653 | |a Bewegungserkennung | ||
| 653 | |a video analysis | ||
| 856 | 4 | 0 | |a www.oapen.org |u https://www.ksp.kit.edu/9783731502821 |7 0 |z Get Fullteks |
| 856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/40815 |7 0 |z DOAB: description of the publication |