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Anchor Frame Detection Using Anchor Object Extraction  

Park Ki-Tae (Department of Computer Science and Engineering, Hanyang University)
Hwang Doo-Sun (Samsung Advanced Institute of Technology)
Moon Young-Shik (Department of Computer Science and Engineering, Hanyang University)
Publication Information
Abstract
In this paper, an algorithm for anchor frame detection in news video is proposed, which consists of four steps. In the first step, the cumulative histogram method is used to detect shot boundaries in order to segment a news video into video shots. In the second step, skin color information is used to detect face regions in each shot boundary. In the third step, color information of upper body regions is used to extract anchor object, which produces candidate anchor frames. Then, from the candidate anchor frames, a graph-theoretic cluster analysis algorithm is utilized to classify the news video into anchor-person frames and non-anchor frames. Experiment results have shown the effectiveness of the proposed algorithm.
Keywords
anchor frame detection; object extraction; graph-theoretic cluster algorithm;
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1 D.J. Lan, Y. F Ma, and H. J. Zhang, 'Multi-level anchorperson detection using multimodal association,' in Proc. of IEEE ICIP 2004, vol. 3, pp. 890-893, August 2004   DOI
2 X. Gao and X. Tang, 'Unsupervised video shot segmentation and model free anchorperson detection for news video story parsing,' IEEE Trans. Circuits and Systems for Video Tech., pp. 765-776, September 2002   DOI   ScienceOn
3 황두선, 이종설, 조위덕, 문영식, '누적히스토그램과 에지 정보를 이용한 장면 전환 검출,' 대한전자공학회 하계종합학술대회 논문집 1호, pp. 211-214, 2002
4 W. Wang and W. Gao, 'A fast anchor shot detection algorithm on compressed video,' Advanced in Multimedia Information Processing - PCM, pp. 873-878, October 2001
5 A. Albiol, L. Torres, and E. J. Delp, 'The indexing of persons in news sequences using audio-visual data,' in Proc. of IEEE ICASSP 2003, vol. 3, pp. 137-140, April 2003   DOI
6 A Hanjalic, R. L. Lagendijk, and J. Biemond, 'Template-based detection of anchorperson shots in news programs,' IEEE Image Processing, ICIP Vol. 3, pp. 148-152, 1998   DOI
7 H. Ishii, M. Fukumi, and Akamatsu, 'Face detection based on skin color informagion in visual scenes by neural networks,' in Proc. of IEEE SMC '99 Conf. on Systems, Man, and Cybermetics, 1999
8 J. B. Oh and Y. S. Moon, 'Content based image retrieval based on scale space theory,' IEICE Tans, June 1999
9 J. Brand, J. S. Mason, M. Roach, and M. Pawlewski, 'Enhancing face detection in colour images using a skin probability map,' in Proc. of 2001 International Symposium Conf, on Intelligent Multimedia, Video and Speech Processing, pp. 344-347, 2001   DOI
10 K. K. Sung and T. Poggio, 'Example based learning for view based human face detection,' IEEE Trans. on Pattern Analysis and Machine Intelligence, pp. 39-51, January 1998   DOI   ScienceOn
11 K T. Park, D. S. Hwang and Y. S. Moon, 'Anchor frame detection in news video using anchor . object extraction,' IEICE Tans. Fumdametal, vol. E88- A, pp. 1525-1528, June 2005   DOI