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A Study on Face Object Detection System using spatial color model  

Baek, Deok-Soo (Dept. of electronics&Information, Iksan National College)
Byun, Oh-Sung (Dept. of Electronics Engineering Wonkwang University)
Baek, Young-Hyun (Dept. of Electronics Engineering Wonkwang University)
Publication Information
전자공학회논문지 IE / v.43, no.2, 2006 , pp. 30-38 More about this Journal
Abstract
This paper is used the color space distribution HMMD model presented in MPEG-7 in order to segment and detect the wanted image parts as a real time without the user's manufacturing in the video object segmentation. Here, it is applied the wavelet morphology to remove a small part that is regarded as a noise in image and a part excepting for the face image. Also, it did the optimal composition by the rough set. In this paper, tile proposed video object detection algorithm is confirmed to be superior as detecting the face object exactly than the conventional algorithm by applying those to the different size images.put the of paper here.
Keywords
HMMD;
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  • Reference
1 http://mpeg.telecomitalialab.com/, The MPEG Home Page
2 M. Hotter and R. Thoma, 'Image Segmentation Based on Object Oriented Mapping Parameter Estimation,' Signal Processing, vol. 15, no. 3, pp. 315-334, october 1988   DOI   ScienceOn
3 L. Vincent and P. Soille, 'Watersheds in Digital Spaces: An Efficient Algorithm Based on immersion Simulation,' IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 13, no. 2, pp. 583-598, June 1991   DOI   ScienceOn
4 C. Garcia and G. Tziritas, 'Face Detection Using Quantized Skin Color Regions Merging and Wavelet packet Analysis,' IEEE Trans. on Multimedia, vol. 1, no. 3, pp. 264-277, September 1999   DOI
5 DiVAN : Distributed audioVisual Archives Network(European Esprit Project EP 24956). http://divan.intranet.gr/inio, 1997
6 R. C. Gonzalez and R. E. Woods, 'Digital Image Processing,' Addison Wesley Longman, 1992
7 Z. Pawlak, 'Rough Sets,' International Journal of Computer and Information Sciences, vol. 11, pp. 341-356, 1982   DOI
8 L. Rujie and Y. Baozong, 'Eigenspace-Based Human Face Detection,' Proceeding of ICSP2000, pp. 1305-1308, 2000
9 E. J. Lee and S. H. Jung, 'Image Categorization Using Color $N{\times}M$-grams,' Journal of Korea Information Science Society, vol. 25, no. 2, pp. 402-404, October 1998
10 H. Wu, Q. Chen, and M. Yachida, 'Face Detection from Color Images using a Fuzzy Pattern Matching Method,' IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 21, no. 6, pp. 557-563, June 1999   DOI   ScienceOn
11 O. S. Byun and S. R. Moon, 'Face Segmentation using HMMD and wavelet morphology in color image,' Proceeding of WoSPA2002, I 권, pp. 31-34, 2002. 12. 17-18
12 C. Garcia, G. Zikos, and G. Tziritas, 'Face Detection in Color Images using Wavelet Packet Analysis,' Proc. IEEE Intern. Conf. Multimedia Computing and Systems, Florence, vol. 5, pp. 703-708, June 1999
13 Z. Pawlak, 'Rough logic,' Bulletin of the Polish Academy of Sciences, Technical Science 35, pp. 253-258, 1987
14 T. Aach and A. Kaup, 'Statistical Model-based Change Detection in Moving Video,' Signal Processing(Elsevier), vol. 31, pp. 165-180, March 1993   DOI   ScienceOn
15 H. Wang and S. F. Chang, 'A Highly Efficient System for Automatic Face Region Detection in MPEG Video,' IEEE Trans. on Circuits and Systems for Video Technology, vol. 7, no. 4, pp. 615-628, August 1997   DOI   ScienceOn
16 M. H. Yang and N. Ahuja, 'Detecting Human Faces in Color Images,' In Proceeding of the 1998 IEEE International Conference on Image Processing(ICIP'98), pp. 127-139, Chicago, October 1998
17 Z. Pawlak, Rough Sets-Theoretical Aspects of Reasoning about Data, London : Kluwer Academic Publishers, 1991
18 H. A. Rowley, S. Baluja, and T. Kanade, 'Rotation Invariant Neural Network-Based Face Detection,' tech. report CMU-CS-97-201, Computer Science Department, Carnegie Mellon University, December 1997
19 H. A. Rowley, S. Baluja, and T. Kanade, 'Neural network-based face detection,' IEEE Trans. Pattern Anal. Machine Intell., vol. 20, no. 1, pp. 23-38, January 1998   DOI   ScienceOn
20 J. G. Choi, S. W. Lee, and S, D. Kim, 'Spatio-Temporal Video Segmentation using a Joint Similarity Measure,' IEEE Trans. Circuits and Systems for Video Technology, vol. 7, no. 2, pp. 279-286, April 1997   DOI   ScienceOn