National Tsing Hua University Institutional Repository:Abnormal event detection in video using N-cut clustering
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    National Tsing Hua University Institutional Repository > 電機資訊學院 > 電機工程學系 > 會議論文  >  Abnormal event detection in video using N-cut clustering


    题名: Abnormal event detection in video using N-cut clustering
    作者: Lee, Chun-Ku
    Ho, Meng-Fen
    Wen, Wu-Sheng
    Huang, Chung-Lin
    教師: 黃仲陵
    日期: 2006
    出版者: Institute of Electrical and Electronics Engineers Inc
    關聯: Intelligent Information Hiding and Multimedia Signal Processing, 2006. IIH-MSP '06. International Conference on
    Dec. 2006 Page(s):407 - 410
    关键词: Clustering algorithms
    Feature extraction
    Matrix algebra
    Motion estimation
    摘要: This paper introduces an unusual event detection scheme in various video scenes. The proposed method finds out the video clips that are most different from the others based on the similarity measure. Each video clip is represented by the motion magnitude and direction histograms and color histogram. Without searching key-frames, we calculate the similarity matrix by using χ2 difference or chamfer difference as the similarity measure of features in different clips. Finally, we apply n-cut clustering. Clusters with low self-similarity value are reported as unusual events.
    显示于类别:[電機工程學系] 會議論文
    [電腦與通訊科技研發中心] 會議論文


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