Hypergraph Partitioning for Video Event Detection
With the development of computer technology, video event detection is becoming more and more important part of Recognition Pattern. Video event detection is the process of describing, identifying, classifying and interpreting the Objects or phenomena in the video. Finally across the underlying seman...
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Published in | 2016 IEEE Symposium on Service-Oriented System Engineering (SOSE) pp. 197 - 202 |
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Main Authors | , , , , , , , , , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.03.2016
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Abstract | With the development of computer technology, video event detection is becoming more and more important part of Recognition Pattern. Video event detection is the process of describing, identifying, classifying and interpreting the Objects or phenomena in the video. Finally across the underlying semantic gap, get high-level semantic concept. This paper improves the hypergraph partitioning theory, for the classification of the video events. The graph transformation tool AGG is used to conduct experiments in order to evaluate the accuracy of hypergraph method, a good result is obtained. |
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AbstractList | With the development of computer technology, video event detection is becoming more and more important part of Recognition Pattern. Video event detection is the process of describing, identifying, classifying and interpreting the Objects or phenomena in the video. Finally across the underlying semantic gap, get high-level semantic concept. This paper improves the hypergraph partitioning theory, for the classification of the video events. The graph transformation tool AGG is used to conduct experiments in order to evaluate the accuracy of hypergraph method, a good result is obtained. |
Author | Xiao-Ming Jiang Wen-Hong Cai Jia Ke Jian-Guo Zhang Bao-Ding Chen Wen-Xin Wang Xiao-Bo Chen Qian-Qian Zhang Man-Rong Wang Hui Xu Xin-Ping Song Xiao-Jun Chen |
Author_xml | – sequence: 1 surname: Xiao-Jun Chen fullname: Xiao-Jun Chen email: cxj@ujs.edu.cn organization: Affiliated Hosp. of Jiangsu Univ., Zhenjiang, China – sequence: 2 surname: Bao-Ding Chen fullname: Bao-Ding Chen organization: Affiliated Hosp. of Jiangsu Univ., Zhenjiang, China – sequence: 3 surname: Hui Xu fullname: Hui Xu organization: Affiliated Hosp. of Jiangsu Univ., Zhenjiang, China – sequence: 4 surname: Jian-Guo Zhang fullname: Jian-Guo Zhang organization: Affiliated Hosp. of Jiangsu Univ., Zhenjiang, China – sequence: 5 surname: Jia Ke fullname: Jia Ke email: kejia@ujs.edu.cn organization: Sch. of Manage., Jiangsu Univ., Zhenjiang, China – sequence: 6 surname: Wen-Xin Wang fullname: Wen-Xin Wang organization: Sch. of Manage., Jiangsu Univ., Zhenjiang, China – sequence: 7 surname: Xin-Ping Song fullname: Xin-Ping Song organization: Sch. of Manage., Jiangsu Univ., Zhenjiang, China – sequence: 8 surname: Xiao-Ming Jiang fullname: Xiao-Ming Jiang email: jxm@ujs.edu.cn organization: Sch. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang, China – sequence: 9 surname: Man-Rong Wang fullname: Man-Rong Wang organization: Sch. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang, China – sequence: 10 surname: Xiao-Bo Chen fullname: Xiao-Bo Chen organization: Sch. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang, China – sequence: 11 surname: Qian-Qian Zhang fullname: Qian-Qian Zhang organization: Sch. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang, China – sequence: 12 surname: Wen-Hong Cai fullname: Wen-Hong Cai organization: Sch. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang, China |
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Snippet | With the development of computer technology, video event detection is becoming more and more important part of Recognition Pattern. Video event detection is... |
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SubjectTerms | Classification algorithms Clustering algorithms Eigenvalues and eigenfunctions Event detection hypergraph hypergraph partitioning Laplace equations Laplacian matrix Semantics spectral segmentation Trajectory video event detection |
Title | Hypergraph Partitioning for Video Event Detection |
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