Provide an Effective Method in Shot Boundary Detection
Publish place: International Journal of Mechatronics, Electrical and Computer Technology، Vol: 11، Issue: 39
Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: Persian
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شناسه ملی سند علمی:
JR_IJMEC-11-39_004
تاریخ نمایه سازی: 28 آذر 1400
Abstract:
In this paper, a novel method for shot boundary detection has been proposed by calculating the fractal dimension of frames. Summarization of the video is the first step in automatic video analysis and shot boundary detection is most important step in video summarization. In this paper, we use the support vector machine (SVM) and the decision - tree to identify the shot boundary and classify them. In order to compute the fractal dimension, the numerical method has been expressed. The results of this implementation were also reported on TRECVID ۲۰۰۶ data collection. The results show that the relative advantage of the method presented in this paper is compared to other articles.
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Authors
Hadi Yarmohammadi
Faculty of Computer Engineering, Shahrood University of Technology, Shahrood, Iran
Hossein Marvi
Faculty of Electrical and Robotics Engineering, Shahrood University of Technology, Shahrood, Iran
Hamid Hassanpour
Faculty of Computer Engineering, Shahrood University of Technology, Shahrood, Iran