Automatic partitioning of full-motion video
Multimedia Systems
Object-based video abstraction for video surveillance systems
IEEE Transactions on Circuits and Systems for Video Technology
A user-centric system for home movie summarisation
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
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This video demonstration presents a new system for video summarization, called ``Near-Lossless Video Summarization" (NLVS) to tackle with the challenges of storage and indexing brought by the current boom of videos for existing online video services. Unlike current techniques such as video compression and summarization which are still struggling to achieve the two often conflicting goals of low storage and high visual and semantic fidelity, NLVS is able to summarize a video stream with least information loss by using an extremely small piece of metadata. Although at a very low compression ratio (1/30 of H.264 baseline in average, where traditional compression techniques like H.264 fail to preserve the fidelity), the summary still can be used to reconstruct the original video (with the same duration) nearly without semantic information loss.