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GUO Lihua, YANG Shutang, LI Jianhua, TONG Zhipeng. Video Shot Boundary Detection in MPEG Compressed Sequences Using SVM Learning[J]. Journal of Electronic Science and Technology, 2003, 1(1): 15-17,28.
Citation: GUO Lihua, YANG Shutang, LI Jianhua, TONG Zhipeng. Video Shot Boundary Detection in MPEG Compressed Sequences Using SVM Learning[J]. Journal of Electronic Science and Technology, 2003, 1(1): 15-17,28.

Video Shot Boundary Detection in MPEG Compressed Sequences Using SVM Learning

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  • Author Bio:

    GUO Lihua research interests include:information security, video processing, and computer vision, guolihua@sjtu.

  • Received Date: 2003-06-17
  • Publish Date: 2003-03-25

通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

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Video Shot Boundary Detection in MPEG Compressed Sequences Using SVM Learning

  • Author Bio:

Abstract: A number of automated video shot boundary detection methods for indexing a video sequence to facilitate browsing and retrieval have been proposed in recent years. Among these methods, the dissolve shot boundary isn't accurately detected because it involves the camera operation and object movement. In this paper, a method based on support vector machine (SVM) is proposed to detect the dissolve shot boundary in MPEG compressed sequence. The problem of detection between the dissolve shot boundary and other boundaries is considered as two-class classification in our method. Features from the compressed sequences are directly extracted without decoding them, and the optimal class boundary between two classes are learned from training data by using SVM. Experiments, which compare various classification methods, show that using proposed method encourages performance of video shot boundary detection.

GUO Lihua, YANG Shutang, LI Jianhua, TONG Zhipeng. Video Shot Boundary Detection in MPEG Compressed Sequences Using SVM Learning[J]. Journal of Electronic Science and Technology, 2003, 1(1): 15-17,28.
Citation: GUO Lihua, YANG Shutang, LI Jianhua, TONG Zhipeng. Video Shot Boundary Detection in MPEG Compressed Sequences Using SVM Learning[J]. Journal of Electronic Science and Technology, 2003, 1(1): 15-17,28.

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