• Title/Summary/Keyword: MPEG-7 video signature

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Analyzing Performance of MPEG-7 Video Signature for Video Copy Detection (동영상 복사본 검출을 위한 MPEG-7 Video Signature 성능분석)

  • Yu, Jeongsoo;Ryu, Jaesug;Nang, Jongho
    • KIISE Transactions on Computing Practices
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    • v.20 no.11
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    • pp.586-591
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    • 2014
  • In recent years, we can access to video contents anywhere and at any time. Therefore distributed video is easily copied, transformed and republished. Since it brings copyright problem, similarity/duplicate detection and measurement is essential to identify the excessive content duplication. In this paper, we analysed various discernment of video which has been transformed with various ways using MPEG-7 Video Signature. MPEG-7 Video Signature, one of video copy detection algorithms, is block based abstraction. Thus we assume Video Signature is weak for spatial transform. The experiments show that MPEG-7 Video Signature is very weak for spatial transform which could occur general as we have assumed.

A Frame-Based Video Signature Method for Very Quick Video Identification and Location

  • Na, Sang-Il;Oh, Weon-Geun;Jeong, Dong-Seok
    • ETRI Journal
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    • v.35 no.2
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    • pp.281-291
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    • 2013
  • A video signature is a set of feature vectors that compactly represents and uniquely characterizes one video clip from another for fast matching. To find a short duplicated region, the video signature must be robust against common video modifications and have a high discriminability. The matching method must be fast and be successful at finding locations. In this paper, a frame-based video signature that uses the spatial information and a two-stage matching method is presented. The proposed method is pair-wise independent and is robust against common video modifications. The proposed two-stage matching method is fast and works very well in finding locations. In addition, the proposed matching structure and strategy can distinguish a case in which a part of the query video matches a part of the target video. The proposed method is verified using video modified by the VCE7 experimental conditions found in MPEG-7. The proposed video signature method achieves a robustness of 88.7% under an independence condition of 5 parts per million with over 1,000 clips being matched per second.