(5) 表面纹理识别算法是一种最新的算法
[52],有待于我们继续学习和研究出更好的方法。
总之,人脸识别是极富挑战性的课题仅仅采用一种现有方法难以取得良好的识别效果,如何与其它技术相结合,如何提高识别率和识别速度、减少计算量、提高鲁棒性,如何采用嵌入式及硬件实现,如何实用化都是将来值得研究的。
参考文献
[1]O'Toole A J,Abdi H,Deffenbacher K A,etal. A low dimensional representation of faces in the higher dimensions of space.[J].Journal of the Optical Society of 2 America,1993,10:405~411
[2]张翠萍,苏光大.人脸识别技术综述.中国图像图形学报,2000,5(11):885-894
[3]A.Samal,P. A. Iyengar.Automatic recognition and analysis of human faces and facial expressions: a survey [J]. Pattern Recognition,1992,25(1):65-67
[4]Turk M,Pentland A. Eigenfaces for recognition [J]. Journal of Cognitive Neuroscience,1991,3(1):71~86
[5]Bartlett M S,Movellan J R,Sejnowski TJ. Face Recognition by Independent Component Analysis [J]. IEEE Trans. on Neural Network, 2002,13(6):1450-1464
[6]Manjunath B S,Shekhar C and Chellappa R. A new approach to image feature detection with application[J]. Patt. Recog,1996,29(4):627-640
[7]Cheng Y. Liu K,Yang J,etal.Human face recognition method based on the statistical model of small sample size. SPIE Proc,Intell. Robots and Computer Vision X: Algorithms and Techn.1991,1606:85-95
[8]Nefian A V Embedded Bayesian Networks for Face Recognition [A]. Proceedings. IEEE International Conference on Multimedia and Expo [C] 2002,2:133-136
[9]Gutta S,Wechsler H. Face Recognition Using Hybrid Classifiers [J]. Pattern Recognition,1997,30(4):539-553
[10]Haddadnia J,Ahmadi M,Faez K A Hybrid Learning RBF Neural Network for Human Face Recognition with Pseudo Zernike Moment Invariant [A]. Proceedings of the 2002 International Joint Conference on Neural Networks [C].2002,1:11-16
[11]M.Lades,J.C.Vorbruggen,J.Buhmann,ect.Distortion invariant object recognition in the dynamic link architecture. IEEE Trans.on Computer,1993,42(3):300-311
[12]Nastar C,Moghaddam B A .Flexible Images: Matching and Recognition Using Learned Deformations [J]. Computer Vision and Image Understanding,1997,65(2):179-191
[13]羊牧.基于KL投影和奇异值分解相融合人脸识别方法的研究[D].四川大学.2004,5,1
[14]白冬辉.人脸识别技术的研究与应用[D].北方工业大学.2006,5
[15]Adam D. Tibbalds. Three Dimensional Human Face Acquisitions for Recognition [D]. Phd. Thesis Cambridge,University of Cambridge,1998.
[16]Wenyi Zhao. Robust image based 3D face recognition [D]. PhD. Thesis. University of Maryland,College Park,1999