Identification of video subsequence using bipartite graph matching

Subsequence identification consists of identifying real positions of a specific video clip in a video stream together with the operations that may be used to transform the former into a subsequence from the latter. To cope with this problem, we propose a new approach, considering a bipartite graph m...

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Veröffentlicht in:Journal of the Brazilian Computer Society 2011-10, Vol.17 (3), p.175-192
Hauptverfasser: Guimarães, Silvio Jamil Ferzoli, do Patrocínio, Zenilton Kleber Gonçalves
Format: Artikel
Sprache:eng
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Zusammenfassung:Subsequence identification consists of identifying real positions of a specific video clip in a video stream together with the operations that may be used to transform the former into a subsequence from the latter. To cope with this problem, we propose a new approach, considering a bipartite graph matching to measure video clip similarity with a target video stream which has not been preprocessed. The main contributions of our work are the application of a simple and efficient distance to solve the subsequence identification problem along with the definition of a hit function that identifies precisely which operations were used in query transformation. Experimental results demonstrate that our method performances achieve 90% recall with 93% precision, though it is done without preprocessing of the target video.
ISSN:0104-6500
1678-4804
DOI:10.1007/s13173-011-0036-4