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Video ssummary is a method of processing raw video into a short form without losing much detail. It covers the issue of choosing a short set of frames or shots for the most important content in the raw video. Most of these methods uses neural network to find difference between video frames without considering the specific details of extracted frames. Some methods use the opportunity to focus on exploring the features of certain frames while ignoring systematic information in video sequence. This paper addresses the matter of a supervised video summarization by using CNN.
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