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...
| Format: | eBook |
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| Language: | English |
| Published: |
KIT Scientific Publishing
2014
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| Subjects: | |
| Online Access: | Open Access: DOAB: description of the publication Open Access: DOAB, download the publication |
| LEADER | 01970namaa2200421uu 4500 | ||
|---|---|---|---|
| 001 | doab40815 | ||
| 003 | oapen | ||
| 005 | 20210211 | ||
| 006 | m o d | ||
| 007 | cr|mn|---annan | ||
| 008 | 210211s2014 xx |||||o ||| 0|eng d | ||
| 020 | |a 9783731502821 | ||
| 020 | |a KSP/1000043583 | ||
| 024 | 7 | |a 10.5445/KSP/1000043583 |2 doi | |
| 040 | |a oapen |c oapen | ||
| 041 | 0 | |a eng | |
| 042 | |a dc | ||
| 720 | 1 | |a Kühne, Hildegard |4 aut | |
| 245 | 0 | 0 | |a Analysis and recognition of human actions with flow features and temporal models |
| 260 | |b KIT Scientific Publishing |c 2014 | ||
| 300 | |a 1 online resource (XV, 183 p. p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 506 | 0 | |a Open Access |f Unrestricted online access |2 star | |
| 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 |u https://creativecommons.org/licenses/by-sa/4.0/ | ||
| 546 | |a English | ||
| 653 | |a Bewegungserkennung | ||
| 653 | |a Bewegungsmerkmale | ||
| 653 | |a generative ModelleAction recognition | ||
| 653 | |a generative models | ||
| 653 | |a motion features | ||
| 653 | |a video analysis | ||
| 653 | |a Videoanalyse | ||
| 793 | 0 | |a DOAB Library. | |
| 856 | 4 | 0 | |u https://directory.doabooks.org/handle/20.500.12854/40815 |7 0 |z Open Access: DOAB: description of the publication |
| 856 | 4 | 0 | |u https://www.ksp.kit.edu/9783731502821 |7 0 |z Open Access: DOAB, download the publication |