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The distribution disparity is often inevitable between the pedestrian training examples and the test data from a specific application scenario, which may result in unsatisfactory detection accuracies. In this paper, we investigate how to efficiently adapt a generic boosting-style detector for a new scenario, e.g., with a distinctive capture view-angle, with only very limited examples (e.g., ~200)...
This paper introduces a self-similarity matrix (SSM) based video copy detection scheme and a visual character-string (VCS) descriptor for SSM matching. SSM, which exploits the spatial and temporal information in a video clip, is extracted from exhaustive calculation of distances between the frames. The SSM based method treats the video clip as a whole and transforms the temporal self-similarity into...
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