Abstract
Every day an enormous amount of video is captured by surveillance system for various purposes around the whole world. However, this is almost impossible for human to analyze the vast majority of video data. In this paper, a video summarization method is introduced combining foreground object, motion, and visual attention cue. Foreground objects typically provide important information about video contents. Additionally, object motion is naturally more attractive to human being. Moreover, visual attention cue indicates the human's attraction label for key frame determination. Using these features, supervised classifier support vector machine (SVM) is applied to obtain the key frames from a surveillance video. Extensive experimental results show that the proposed method performs superior to the state-of-The-Art method using publicly available BL-7F surveillance video dataset.
Original language | English |
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Title of host publication | 2015 international conference on digital image computing |
Subtitle of host publication | techniques and applications (DICTA) |
Place of Publication | United States |
Publisher | IEEE, Institute of Electrical and Electronics Engineers |
Pages | 716-723 |
Number of pages | 8 |
ISBN (Electronic) | 9781467367950 |
DOIs | |
Publication status | Published - 04 Jan 2016 |
Event | 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Adelaide Town Hall, Adelaide, Australia Duration: 23 Nov 2015 → 25 Nov 2015 http://dictaconference.org/dicta2015/index.html (Conference website) http://dictaconference.org/dicta2015/program.html (Conference program) |
Conference
Conference | 2015 International Conference on Digital Image Computing |
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Country/Territory | Australia |
City | Adelaide |
Period | 23/11/15 → 25/11/15 |
Other | The International Conference on Digital Image Computing: Techniques and Applications (DICTA) is the main Australian Conference on computer vision, image processing, pattern recognition, and related areas. DICTA was established in 1991 as the premier conference of the Australian Pattern Recognition Society (APRS). DICTA 2015 is endorsed by the IAPR and technically co-sponsored by the IEEE. The proceedings of the conference will be submitted for inclusion to IEEE Xplore. |
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