Automatic partitioning of full-motion video
Multimedia Systems
Scene change detection techniques for video database systems
Multimedia Systems
A hierarchical multiresolution video shot transition detection scheme
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Metrics for shot boundary detection in digital video sequences
Multimedia Systems
VCenter: a digital video management system with mobile search service
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Modelling salient visual dynamics in videos
Multimedia Tools and Applications
Fast video retrieval via the statistics of motion within the regions-of-interest
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
A digital video archive system of NDAP taiwan
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
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Most of the conventional gradual shot change detection algorithms are heuristics-based. Usually, a general shot transition detection algorithm which can deal with different kinds of situations may be very tedious and complicated if it is heuristics-based. Under the circumstances, a general detection algorithm which has a solid theoretic ground is always preferrable. In this paper, we propose a general shot change detection algorithm which is able to achieve the above mentioned goal. The proposed algorithm consists of two major stages: the modeling stage and the detection stage. In the modeling stage, we model a shot transition by calculating the change of color/intensity distribution corresponding to the shots before and after a transition. In the detection stage, we consider a video clip as a continuous "frame flow" and then apply the Reynolds Transport Theorem to analyze the flow change within a pre-determined control volume. Using the above mentioned methodology, the shot change detection problem becomes theoretically analytic. Experimental results have proven the superiority of the proposed method.