Automatic partitioning of full-motion video
Multimedia Systems
Content-Based Video Indexing and Retrieval
IEEE MultiMedia
A unified model for techniques on video-shot transition detection
IEEE Transactions on Multimedia
Fast scene change detection for personal video recorder
IEEE Transactions on Consumer Electronics
Foveated shot detection for video segmentation
IEEE Transactions on Circuits and Systems for Video Technology
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Shot change detection is the main technique for automatic temporal segmentation of video. Until now, there were little research reports about real-time shot change detection for applying to hardware terminals with low performance such as PMPs (Portable Multimedia Player) and cellular phones. In this paper, we propose an adaptive real-time shot change detection algorithm using sub-sampling, weighting variance, and an adaptive threshold. We use weighting variance of frame difference for dividing feature extraction at a changed frame. We set an adaptive threshold using the average of variance from the next one of a last shot change frame to the previous one of a current frame. In the experiments, we obtained the detection rate of about 94.4% in overall accuracy. We verified real-time operation of shot change detection by implementing our algorithm on the TVUS HM-900 PMP from the company of Homecast. Therefore, our proposing algorithm will be helpful in searching video data on portable media player such as PMPs and cellular phones.