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Application of 2D fractal dimension in content based video summarization
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نویسنده
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yarmohammadi hadi ,marvi hossein ,hassanpour hamid
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منبع
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international journal of nonlinear analysis and applications - 2019 - دوره : 10 - شماره : 2 - صفحه:131 -140
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چکیده
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In this paper, a novel method for video content summarization has been proposed by calculating the fractal dimension of frames. summarization of the video is the first step in automatic video analysis. 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 2006 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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کلیدواژه
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Video summarization ,Shot boundary detection ,Key frame extraction ,Support Vector Machine
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آدرس
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shahrood university of technology, faculty of computer engineering, Iran, shahrood university of technology, faculty of electrical engineering, Iran, shahrood university of technology, faculty of computer engineering, Iran
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Authors
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