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An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points | IEEE Journals & Magazine | IEEE Xplore

An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points


Abstract:

We propose a shot-based interest point selection approach for effective and efficient near-duplicate search over a large collection of video shots. The basic idea is to ...Show More

Abstract:

We propose a shot-based interest point selection approach for effective and efficient near-duplicate search over a large collection of video shots. The basic idea is to eliminate the local descriptors with lower frequencies among the selected video frames from a shot to ensure that the shot representation is compact and discriminative. Specifically, we propose an adaptive frame selection strategy called furthest point voronoi (FPV) to produce the shot frame set according to the shot content and frame distribution. We describe a novel strategy named reference extraction (RE) to extract the shot interest descriptors from a keyframe with the support of the selected frame set. We demonstrate the effectiveness and efficiency of the proposed approaches with extensive experiments.
Published in: IEEE Transactions on Multimedia ( Volume: 11, Issue: 5, August 2009)
Page(s): 879 - 891
Date of Publication: 02 May 2009

ISSN Information:


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