Volume : V, Issue : V, May - 2016

An Approach on Keyframebased Video Summarization Using Color Histogram and Evaluation Method

Himani Parekh, Pratik Nayak

Abstract :

 There has been tremendous needs of video processing applica–tions to deal with abundantly available & accessible videos. One of the research areas of interest is Video Summarization that aims creating summary of video to enable a quick owsing of a collection of large video database. It is also useful for allied video processing applications like video indexing, video retrieval etc. This paper describes the key frame based video summarization, which is a process of creating & presenting a meaningful ab–stract view of entire video within a short period. Mainly two types of key frame based video summarization techniques are availa–ble, viz. Scene segmentation based and shot segmentation based video summarization. For key frame based video summarization, clustering and selection of key frames play important role for effective, meaningful and efficient summarizing process. HSV color histogram is used to find the distance between frames. Ac–cording to that distance frames are clustered into shots. The comparative analysis shows that the implemented technique gen–erates summaries that are closer to the summaries created by humans.

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Article: Download PDF   DOI : 10.36106/ijsr  

Cite This Article:

Himani Parekh, Pratik Nayak An Approach on Keyframebased Video Summarization Using Color Histogram and Evaluation Method International Journal of Scientific Research, Vol : 5, Issue : 5 MAY 2016

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