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http://dx.doi.org/10.13089/JKIISC.2021.31.3.387

A Discriminating Mechanism of Suspected Copyright Infringement Video with Strong Distortion Resistance  

Yu, Ho-jei (Hoseo University)
Kim, Chan-hee (Hoseo University)
Chung, A-yun (Hoseo University)
Oh, Soo-hyun (Hoseo University)
Publication Information
Journal of the Korea Institute of Information Security & Cryptology / v.31, no.3, 2021 , pp. 387-400 More about this Journal
Abstract
The increase in number of streaming platforms and contents thereof, owing to an advancement of cloud environment, has triggered the rapid proliferation of illegally replicated contents as well as legal contents. This necessitates the development of technology capable of discriminating the copyright infringement of various contents. The Korea Copyright Protection Agency operates a video content demonstration system using AI, but it has limitations on distortions such as resolution changes. In this paper, we propose the powerful mechanism using skeleton, which is resistant against distorted video contents and capable of discriminating copyright infringement of platforms streaming illegal video contents. The proposed mechanism exploits the calculation of Hamming distance to the original video by converting collected data into binary ones for the efficient calculation. As a result of the experiment, the proposed mechanism have demonstrated the discrimination of illegally replicated video contents with an accuracy of 94.79% and average magnitude of 215KB.
Keywords
Copyright protection technology; Illegal streaming video; Illegal copy video; Skeleton;
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  • Reference
1 Z. Cao, G. Hidalgo, T. Simon, S. -E. Wei and Y. Sheikh, "OpenPose: realtime multi-Person 2D pose estimation using part affinity fields," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, no. 1, pp. 172-186, Jan. 2021.   DOI
2 Don-yeon Lee, Ji-sub Lee, Soo-jin Lee and Cheol-ho Choi, "Streaming link site and online service provider's infringement of copyright - focused on legal principle of aiding and legislative improvement -," (95), pp. 305-349, Dec. 2019.
3 W.Y. Yoo, Y.H. Seo, J.G. Choi and J.H. Park, "Technical trends of digial figerprinting & buyer-seller watermarking," Electronics and Telecommunications Research Institute Electronic communication trend analysis, 19(3), pp. 96-106, Jun. 2004.
4 Kang-hyeon Rhee, "A design on the multimedia fingerprinting code based on feature point for forensic marking," The Institute of Electronics Engineers of Korea - Computer and Information, 48(4), pp. 27-34, Jul. 2011.
5 Yong-seok Seo, Won-gyum Kim, Seon-hwa Lee, Young-ho Suh and Hwang Chi-Jung, "A study on digital fingerprinting technology for the copyright protection of the image contents printout," The Journal of the Korean Content Society 2006 Annual Conference, 4(2), pp. 242-245, Nov. 2006.
6 Dae-il Yoon and Hae-kwang Kim, "A study on image fingerprint for illegal copy detection," 2007 Korean Electronics Association Summer Conference, 30(1), pp. 525-526, Jun. 2007.
7 Heusu Son, Sung-woo Byun and Soek-pil Lee, "Content-based video retrieval for illegal copying contents detection using hashing," The transactions of The Korean Institute of Electrical Engineers, 67(10), pp. 1358-1363, Oct. 2018.   DOI
8 Bong-jun Park and Chang-soo Kim, "The software development for preventing video illegal copy of media contents," 2010 Korea Multimedia Association Spring Conference, 13(1), pp. 429-432, May 2010.
9 Korea Copyright Protection Agency, C STORY, vol. 13, pp. 8-11, Dec. 2018.
10 Min-chul Kwon, "A study on method for the determination of copyright infringement in internet distributed video," Master's Thesis, Yonsei University, Dec. 2017.
11 Github, "Darknet Yolo v3", www.github.com/AlexeyAB/darknet/tree/darknet_yolo_v3, May. 2020
12 Korea Copyright Protection Agency, Annual Report on Copyright Protection - As of 2018, A Survey of The Distribution Status of Illegal Copies, Aug. 2019.
13 Seong Wook Jung, "Growth of the OTT Platform and changes in the film industry," Master's Thesis, Pusan National University, Aug. 2020.
14 Kang-hyeon Rhee, "An embedded watermark into multiple lower bitplanes of digital image," The Institute of Electronics Engineers of Korea - Computer and Information, 43(6), pp. 101-109, Nov. 2006.
15 E. Sundaravel and N. Elangovan, "Emergence and future of over-the-top (OTT) video services in India: an analytical research," International Journal of Business, vol. Management and Social Research, vol. 08, no. 2, pp. 489-499, May 2020.
16 Yong-kuk Chung and Wei Zhang, "Ef ects of service characteristics of a subscription-based OTT on user satisfaction and continuance intention: evaluation by netflix users," Journal of Korea Contents Association, 20(12), pp. 123-135, Dec. 2020.   DOI
17 You-jin Song and Seung-in Kim, "The rational regulation of illegal & harmful information in cyberspace," Journal of the Korea Convergence Society, 8(9), pp. 231-236, Sep. 2017.   DOI
18 Chang-hoon Lee, "Protection of copyright infringement and broadcast content on illegal link sites," Korean Broadcasters Association, (409), pp. 167-188, Jun. 2017.
19 Yong-seok Yoo and Shin-uk Park, "Expansion phenomena of online service providers' responsibilities and discussion for effective limit setting - focusing on online plattform service provider -," Institute for the Study of Law Dong-A University, (89), pp. 209-236, Nov. 2020.