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J-GLOBAL ID：201802248820722366   Reference number：18A0704696

Evaluation of the Shot Boundary Detection Method based on Unsupervised Learning from Video Big Data

映像ビッグデータからの教師なし学習によるショット境界検出法の有効性の検証

Author (3)： KATAYAMA NORIO ,  MO HIROSHI ,  SATO SHIN'ICHI (国立情報学研)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 117  Issue： 513(BioX2017 36-73)  Page： 103-108  Publication year： Mar. 11, 2018 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： projected image ,  data ,  unsupervised learning ,  *image understanding ,  effectiveness ,  verification ,  deposit library ,  continuity ,  estimation ,  similarity ,  outlier ,  particle size(ratio)
Semi thesaurus term： Archive ,  *shot boundary detection ,  big data ,  model estimation ,  outlier

JST classification (1)： Graphic and image processing in general  (JE04010I)

Reference (15)：

• N. Katayama, H. Mo, and S. Satoh, “Unsupervised Estimation of Video Continuity Model from Large-Scale Video Archives and Its Application to Shot Boundary Detection,” IEEE Intl. Symp. on Multimedia (ISM2016), pp.52-59, 2016.
• H.-J. Zhang, A. Kankanhalli, and S. W. Smoliar, “Automatic partitioning of full-motion video,” Multimedia Systems, vol.1, no.1, pp.10-28, 1993.
• B. Gunsel, A. M. Ferman, A. M. Tekalp, “Video indexing through integration of syntactic and semantic features,” IEEE Workshop on Applications of Computer Vision (WACV), pp.90-95, 1996.
• M. R. Naphade, R. Mehrotra, A. M. Ferman, J. Warnick, T. S. Huang, A. M. Tekalp, “A high-performance shot boundary detection algorithm using multiple cues,” IEEE Intl. Conf. on Image Processing (ICIP), pp.884-887, 1998.
• X. Gao and X. Tang, “Unsupervised video-shot segmentation and model-free anchorperson detection for news video story parsing,” IEEE Trans. on Circuits and Systems for Video Technology, vol.12, no.9, pp.765-776, 2002.

Terms in the title (5)： 映像 ,  ビッグデータ ,  教師なし学習 ,  ショット境界検出 ,  検証