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Frame-level Matching for Near Duplicate Videos Using Binary Frame Descriptor

Authors :
Chang-Su Kim
Jun-Tae Lee
Won-Dong Jang
Kyung-Rae Kim
Source :
Journal of Broadcast Engineering. 20:641-644
Publication Year :
2015
Publisher :
The Korean Institute of Broadcast and Media Engineers, 2015.

Abstract

%&'()* + ,-./012 3. 45 6789:; 0 ?- DE3. F.-G @A H IJ H 67H K$ LM 3. N IO P QR0STH K$ UVW 3. XY0ST12Z* AP [I ,-./[\4$K0] 3.AbstractIn this paper, we propose a precise frame-level near-duplicate video matching algorithm. First, a binary frame descriptor for near-duplicate video matching is proposed. The binary frame descriptor divides a frame into patches and represent the relations between patches in bits. Seconds, we formulate a cost function for the matching, composed of matching costs and compensatory costs. Then, we roughly determine initial matchings and refine the matchings iteratively to minimize the cost function. Experimental results demonstrate that the proposed algorithm provides efficient performance for frame-level near duplicate video matching.Keyword : Near-duplicate video, frame-level video matching, and binary frame descriptor.

Details

ISSN :
12267953
Volume :
20
Database :
OpenAIRE
Journal :
Journal of Broadcast Engineering
Accession number :
edsair.doi...........9f569bf7a1b2d505fd3941dd090e2ae9
Full Text :
https://doi.org/10.5909/jbe.2015.20.4.641