|
|
Feature Extraction and Retrieval of Personal ID Photo |
ZHU QiuYu, HUANG SuJuan, WANG ShuoZhong |
School of Communication and Information Engineering, Shanghai University, Shanghai 200072 |
|
|
Abstract Feature extraction from ID photos is discussed to retrieve subjects in ID photo database. By an adaptive threshold, a general skin color detection algorithm is modified for face region segmentation. The extracted face region is then segmented into individual organs by using the proposed projection DCT coefficients. Thus organ feature points are obtained. To improve the face description ability, the parameters of cheek profile are added to feature set by polynomial curve fitting. A photo retrieval system is implemented using the described methods and satisfactory results are acquired.
|
Received: 06 June 2005
|
|
|
|
|
[1] Deb S, Zhang Yanchun. An Overview of ContentBased Image Retrieval Techniques // Proc of the 18th International Conference on Advanced Information Networking and Applications. Fukuoka, Japan, 2004, Ⅰ: 5964 [2] Huang Xianglin, Shen Lansun. Research on ContentBased Image Retrieval Techniques. Acta Electronica Sinica, 2002, 30(7): 10651071 (in Chinese) (黄祥林,沈兰荪.基于内容的图像检索技术研究.电子学报, 2002, 30(7): 10651071) [3] Kamei T. Face Retrieval by an Adaptive Mahalanobis Distance Using a Confidence Factor // Proc of the IEEE International Conference on Image Processing. Rochester, USA, 2002, Ⅰ: 153156 [4] Chellappa R, Wilson C L, Sirohey S. Human and Machine Recognition of Faces: A Survey. Proc of the IEEE, 1995, 83(5): 705741 [5] Zhao W Y, Chellappa R, Rosenfeld A, et al. Face Recognition: A Literature Survey. ACM Computing Surveys, 2003, 35(4): 399458 [6] Wiskott L, Fellous J M, Kruger N, et al. Face Recognition by Elastic Bunch Graph Matching. IEEE Trans on Pattern Analysis and Machine Intelligence, 1997, 19(7): 775779 [7] Chai D, Ngan K N. Locating Facial Region of a HeadandShoulders Color Image // Proc of the 3rd IEEE International Conference on Automatic Face and Gesture Recognition, Nara, Japan, 1998: 124129 [8] Wu Haiyuan, Yokoyama T, Pramadihanto D, et al. Face and Facial Feature Extraction from Color Image // Proc of the 2nd International Conference on Automatic Face and Gesture Recognition. Killington, USA, 1996: 345350 [9] Oda M, Kato T. What Kinds of Facial Features Are Used in Face Retrieval? // Proc of the 2nd IEEE International Workshop on Robot and Human Communication. Tokyo, Japan, 1993: 265270 [10] Gunn S R, Nixon M S. Snake Head Boundary Extraction Using Global and Local Energy Minimization // Proc of the 13th International Conference on Pattern Recognition. Vienna, Austria, 1996, Ⅱ: 581585 [11] Li Yong, Zhang Changshui, Lü Xiaoguang. Face Contour Extraction with Active Shape Models Embedded Knowledge // Proc of the 5th International Conference on Signal Processing. Beijing, China, 2000: 13471350 [12] Ai Haizhou, Xiao Xipan, Xu Guangyou. Face Detection and Retrieval. Chinese Journal of Computers, 2003, 26(7): 874881 (in Chinese) (艾海舟,肖习攀,徐光祐.人脸检测与检索.计算机学报, 2003, 26(7): 874881) [13] Kim H C, Kim D J, Bang S Y. Face Retrieval Using 1st and 2ndOrder PCA Mixture Model // Proc of the IEEE International Conference on Image Processing. Rochester, USA, 2002, Ⅱ: 605608 [14] Yin Baocai, Su Shiqian. Design of Face Image Retrieval System. Journal of Beijing University of Technology, 2005, 31(4): 337340 (in Chinese) (尹宝才,苏世前.人脸图像检索系统的设计.北京工业大学学报, 2005, 31(4): 337340) [15] Liu Chengjun. Enhanced Independent Component Analysis and Its Application to Content Based Face Image Retrieval. IEEE Trans on Systems, Man and Cybernetics, 2004, 34(2): 11171127 |
|
|
|