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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| Үндсэн зохиолч: | |
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| Формат: | Online |
| Хэл сонгох: | англи |
| Хэвлэсэн: |
KIT Scientific Publishing
2021
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| Нөхцлүүд: | |
| Онлайн хандалт: | 35287 |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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| _version_ | 1869530734436286464 |
|---|---|
| author | Kühne, Hildegard |
| author_browse | Kühne, Hildegard |
| author_facet | Kühne, Hildegard |
| author_sort | Kühne, Hildegard |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-40815 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-408152023-12-20T18:40:52Z Analysis and recognition of human actions with flow features and temporal models Kühne, Hildegard QA75.5-76.95 Videoanalyse motion features generative ModelleAction recognition generative models Bewegungsmerkmale Bewegungserkennung video analysis bic Book Industry Communication::U Computing & information technology::UY Computer science 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. 2021-02-11T08:09:52Z 2021-02-11T08:09:52Z 2019-07-30 20:02:01 2014 book 35287 9783731502821 https://directory.doabooks.org/handle/20.500.12854/40815 eng image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731502821 KIT Scientific Publishing 10.5445/KSP/1000043583 10.5445/KSP/1000043583 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731502821 XV, 183 p. open access |
| spellingShingle | QA75.5-76.95 Videoanalyse motion features generative ModelleAction recognition generative models Bewegungsmerkmale Bewegungserkennung video analysis bic Book Industry Communication::U Computing & information technology::UY Computer science Kühne, Hildegard Analysis and recognition of human actions with flow features and temporal models |
| title | Analysis and recognition of human actions with flow features and temporal models |
| title_full | Analysis and recognition of human actions with flow features and temporal models |
| title_fullStr | Analysis and recognition of human actions with flow features and temporal models |
| title_full_unstemmed | Analysis and recognition of human actions with flow features and temporal models |
| title_short | Analysis and recognition of human actions with flow features and temporal models |
| title_sort | analysis and recognition of human actions with flow features and temporal models |
| topic | QA75.5-76.95 Videoanalyse motion features generative ModelleAction recognition generative models Bewegungsmerkmale Bewegungserkennung video analysis bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 Videoanalyse motion features generative ModelleAction recognition generative models Bewegungsmerkmale Bewegungserkennung video analysis bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 35287 |
| work_keys_str_mv | AT kuhnehildegard analysisandrecognitionofhumanactionswithflowfeaturesandtemporalmodels |