A survey of video behavior recognition based on deep learning
In recent years,the deep learning method of automatic learning features has been continuously explored in the field of video behavior recognition.The traditional behavior recognition methods and the underlying principles of deep learning were outlined.Then a number of behavior recognition methods ba...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2019-12-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2019286 |
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| _version_ | 1850212501259550720 |
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| author | Duoduo ZHAO Jianwu ZHANG Chunsheng GUO Di ZHOU ABDUSHARAFALHAKIMI MOHAMMED |
| author_facet | Duoduo ZHAO Jianwu ZHANG Chunsheng GUO Di ZHOU ABDUSHARAFALHAKIMI MOHAMMED |
| author_sort | Duoduo ZHAO |
| collection | DOAJ |
| description | In recent years,the deep learning method of automatic learning features has been continuously explored in the field of video behavior recognition.The traditional behavior recognition methods and the underlying principles of deep learning were outlined.Then a number of behavior recognition methods based on different input content and different deep networks was compared and analyzed.Finally,the development of deep learning in the field of behavior recognition was concluded and its future development trend was prospected. |
| format | Article |
| id | doaj-art-1e514310b83e4d2aa09723b5162e9ac1 |
| institution | OA Journals |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2019-12-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-1e514310b83e4d2aa09723b5162e9ac12025-08-20T02:09:19ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012019-12-01359911159585753A survey of video behavior recognition based on deep learningDuoduo ZHAOJianwu ZHANGChunsheng GUODi ZHOUABDUSHARAFALHAKIMI MOHAMMEDIn recent years,the deep learning method of automatic learning features has been continuously explored in the field of video behavior recognition.The traditional behavior recognition methods and the underlying principles of deep learning were outlined.Then a number of behavior recognition methods based on different input content and different deep networks was compared and analyzed.Finally,the development of deep learning in the field of behavior recognition was concluded and its future development trend was prospected.http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2019286behavior recognition;dataset;automatic learning;depth network |
| spellingShingle | Duoduo ZHAO Jianwu ZHANG Chunsheng GUO Di ZHOU ABDUSHARAFALHAKIMI MOHAMMED A survey of video behavior recognition based on deep learning Dianxin kexue behavior recognition;dataset;automatic learning;depth network |
| title | A survey of video behavior recognition based on deep learning |
| title_full | A survey of video behavior recognition based on deep learning |
| title_fullStr | A survey of video behavior recognition based on deep learning |
| title_full_unstemmed | A survey of video behavior recognition based on deep learning |
| title_short | A survey of video behavior recognition based on deep learning |
| title_sort | survey of video behavior recognition based on deep learning |
| topic | behavior recognition;dataset;automatic learning;depth network |
| url | http://www.telecomsci.com/thesisDetails#10.11959/j.issn.1000-0801.2019286 |
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