Effective shot boundary classification using video spatial-temporal information
Hong Lu; Bei Wang; Xiangyang Xue; Yap-Peng Tan
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Volume , Issue , 23-26 May 2005 Page(s): 3837 - 3840 Vol. 4
Digital Object Identifier   10.1109/ISCAS.2005.1465467
Summary: We propose in this paper a new video shot boundary classification (SBC) method. First we present a method to extract features, which exploits the spatial-temporal information of video frames in a sliding window centered at the detected shot boundary. Then feature projection and classification methods such as principal component analysis (PCA) and linear discriminant analysis (LDA) combined with k-nearest neighbor classification, and hierarchical discriminant regression (HDR) are proposed to classify different types of shot boundaries. Experimental results have shown the effectiveness of the proposed SBC method.

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