Face detection using template matching and skin-color information
作者： Zhong Jin , Zhen Lou , Jingyu Yang , Quansen Sun
DOI: 10.1016/J.NEUCOM.2006.10.043
关键词: Computer vision 、 Face (geometry) 、 Face detection 、 Color histogram 、 FERET database 、 Pixel 、 Rectangle 、 Mathematics 、 Pattern recognition 、 Artificial intelligence 、 Color image 、 Template matching
摘要: A face-detection approach is proposed in the paper. Firstly, a luminance-conditional distribution model of skin-color information used to detect skin pixels color images; then, morphological operations are extract skin-region rectangles; finally, template matching based on linear transformation face each rectangle. Experimental results some images from FERET database and Internet encouraging. The algorithm shown be effective efficient detecting frontal faces images.
acm.org
elsevier.com
sci-hub.se 参考文章(14)
Zhong-Qiu Zhao, De-Shuang Huang, Bing-Yu Sun, Human face recognition based on multi-features using neural networks committee Pattern Recognition Letters. ,vol. 25, pp. 1351- 1358 ,(2004) , 10.1016/J.PATREC.2004.05.008
W. Zhao, R. Chellappa, P. J. Phillips, A. Rosenfeld, Face recognition: A literature survey ACM Computing Surveys. ,vol. 35, pp. 399- 458 ,(2003) , 10.1145/954339.954342
P.Jonathon Phillips, Harry Wechsler, Jeffery Huang, Patrick J. Rauss, The FERET database and evaluation procedure for face-recognition algorithms Image and Vision Computing. ,vol. 16, pp. 295- 306 ,(1998) , 10.1016/S0262-8856(97)00070-X
Zhong Jin, Jing-Yu Yang, Zhong-Shan Hu, Zhen Lou, Face recognition based on the uncorrelated discriminant transformation Pattern Recognition. ,vol. 34, pp. 1405- 1416 ,(2001) , 10.1016/S0031-3203(00)00084-4
Yanjiang Wang, Baozong Yuan, A novel approach for human face detection from color images under complex background Pattern Recognition. ,vol. 34, pp. 1983- 1992 ,(2001) , 10.1016/S0031-3203(00)00119-9
P.J. Phillips, Hyeonjoon Moon, S.A. Rizvi, P.J. Rauss, The FERET evaluation methodology for face-recognition algorithms IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 22, pp. 1090- 1104 ,(2000) , 10.1109/34.879790
Jeffrey Ng, Shaogang Gong, Composite support vector machines for detection of faces across views and pose estimation Image and Vision Computing. ,vol. 20, pp. 359- 368 ,(2002) , 10.1016/S0262-8856(02)00008-2
Rein-Lien Hsu, M. Abdel-Mottaleb, A.K. Jain, Face detection in color images IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 24, pp. 696- 706 ,(2002) , 10.1109/34.1000242
R. Brunelli, T. Poggio, Face recognition: features versus templates IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 15, pp. 1042- 1052 ,(1993) , 10.1109/34.254061
Maricor Soriano, Birgitta Martinkauppi, Sami Huovinen, Mika Laaksonen, Adaptive skin color modeling using the skin locus for selecting training pixels Pattern Recognition. ,vol. 36, pp. 681- 690 ,(2003) , 10.1016/S0031-3203(02)00089-4