NDLI: Structural similarity-based video fingerprinting for video copy detection

Content Provider	IET Digital Library
Author	Nie, Xiushan Zeng, Wenjun Yan, Hua Sun, Jiande Liu, Zheng Wang, Qian
Abstract	The authors propose a video fingerprinting method based on structural similarity and a graph model. Structural similarity-based fingerprint generation and double-layer matching are the two main contributions. The video is mapped to a graph with frames as its vertices, and structural similarity is proposed to compute the weights of the edges. Then, the fingerprint consisting of a match tag (a coarse fingerprint) and a fine fingerprint is generated by this graph. The match tag is generated by an independent set of this graph, and the fine fingerprint is generated by the weight matrix of the graph based on the two-block-dimensional discrete cosine transform. During the matching, the video can be matched at the first-layer using the match tag to obtain a candidate set, whereas the second-layer matching is performed in this candidate set using the fine fingerprint to find a final match. The proposed video fingerprinting method is shown to be resistant to geometric attacks on frames and impairment of transmission channels.
Starting Page	655
Ending Page	661
Page Count	7
ISSN	17519659
Volume Number	8
e-ISSN	17519667
Issue Number	Issue 11, Nov (2014)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-ipr/8/11
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2013.0689
Journal	IET Image Processing
Publisher Date	2014-05-01
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Algebra Combinatorial Mathematics Computer Vision And Image Processing Technique Discrete Cosine Transform Double-layer Matching Edge Detection Fingerprint Identification Geometric Attack Graph Model Graph Theory Image Matching Image Recognition Integral Transforms Match Tag Generation Matrix Algebra Second-layer Matching Structural Similarity-based Video Fingerprinting Method Transmission Channel Two-block-dimensional Discrete Cosine Transform Video Copy Detection Video Signal Processing Weight Matrix
Content Type	Text
Resource Type	Article
Subject	Signal Processing Electrical and Electronic Engineering Computer Vision and Pattern Recognition Software

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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