Robust visual similarity retrieval in single model face databases

Pattern Recognition

Volumn 38, Issue 7, 2005, Pages 1009-1020

  Gao, Yongsheng ^a   Qi, Yutao ^a  

^a GRIFFITH UNIVERSITY   (Australia)

Author keywords

Content based image retrieval; Directional corner point; Face database; Face matching; Similarity measuring; Single model database

Indexed keywords

COMPUTATIONAL METHODS; CONFORMAL MAPPING; CONTENT BASED RETRIEVAL; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; IMAGE CODING; INDEPENDENT COMPONENT ANALYSIS; LAW ENFORCEMENT; MATHEMATICAL MODELS; QUERY LANGUAGES; ROBUSTNESS (CONTROL SYSTEMS); WAVELET TRANSFORMS;

CONTENT-BASED IMAGE RETRIEVAL; DIRECTIONAL CORNER POINTS (DCP); FACE DATABASES; FACE MATCHING; SIMILARITY MEASURING; SINGLE MODEL DATABASES;

FACE RECOGNITION;

EID: 17444425351     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2004.12.006     Document Type: Article

References (35)

1. Y.A. Aslandogan, and C.T. Yu Techniques and systems for image and video retrieval IEEE Trans. Knowledge Data Eng. 11 1999 56 63
2. J.R. Bach, S. Paul, and R. Jain A visual information management system for the interactive retrieval of faces IEEE Trans. Knowledge Data Eng. 5 1993 619 628
3. V. Blanz, and T. Vetter Face recognition based on fitting a 3D morphable model IEEE Trans. Pattern Anal. Mach. Intell. 25 9 2003
4. S. Lawrence, C.L. Giles, A.C. Tsoi, and A.D. Back Face recognition a convolutional neural-network approach IEEE Trans. Neural Networks 8 1997 98 113
5. R. Bruneli, and T. Poggio Face recognition features versus templates IEEE Trans. Pattern Anal. Mach. Intell. 15 1993 1042 1052
6. M. Turk, and A. Pentland Eigenfaces for recognition J. Cognitive Neurosci. 3 1991 71 86
7. M. Lades, J.C. Vorbrüggen, J. Buhmann, J. Lange, C. von der Malsburg, R.P. Würtz, and M. Konen Distortion invariant object recognition in the dynamic link architecture IEEE Trans. Comput. 42 1993 300 311
8. T. Kanade, Picture processing by computer complex and recognition of human faces, Technical Report, Kyoto University, Department of Information Science, 1973.
9. A.J. Goldstein, L.D. Harmon, and A.B. Lesk Identification of human faces Proc. IEEE 59 1971 748
10. Y. Kaya, K. Kobayashi, A basic study on human face recognition, Frontiers of Pattern Recognition, S. Watanabe, 1972, pp. 265.
11. I.J. Cox, J. Ghosn, and P.N. Yianios Feature-based face recognition using mixture-distance, Computer Vision and Pattern Recognition 1996 IEEE Press Piscataway, NJ
12. B.S. Manjunath, R. Chellappa, and C. von der Malsburg A feature based approach to face recognition Proceedings of the IEEE Computer Society of Conference on Computer Vision and Pattern Recognition 1992 373 378
13. M. Kirby, and L. Sirovich Application of the Karhunen-Loève procedure for the characterisation of human faces IEEE Trans. Pattern Anal. Mach. Intell. 12 1990 831 835
14. A. Pentland, B. Moghaddam, and T. Starner View-based and modular eigenspaces for face recognition Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1994 84 91
15. M.S. Bartlett, J.R. Movellan, and T.J. Sejnowski Face recognition by independent component analysis IEEE Trans. Neural Networks 13 6 2002
16. J. Weng, J.S. Huang, N. Ahuja, Learning recognition and segmentation of 3D objects from 2D images, Proceedings of the IEEE International Conference on Computer Vision, 1993, pp. 121-128.
17. S.H. Lin, S.Y. Kung, and L.J. Lin Face recognition/detection by probabilistic decision-based neural network IEEE Trans. Neural Networks 8 1997 114 132
18. S.Y. Kung, and J.S. Taur Decision-based neural networks with signal/ image classification applications IEEE Trans. Neural Networks 6 1995 170 181
19. Y. Gao, and M.K.H. Leung Face recognition using line edge map IEEE Trans. Pattern Anal. Mach. Intell. 24 6 2002 764 779
20. R. Nevatia, and K.R. Babu Linear feature extraction and description Comput. Graphics Image Process. 13 1980 257 269
21. M.K.H. Leung, and Y.H. Yang Dynamic two-strip algorithm in curve fitting Pattern Recognition 23 1990 69 79
22. Face database, Purdue University. http://rvl1.ecn.purdue.edu/~aleix/aleix_face_DB.html
23. A.M. Martinez, R. Benavente, The AR face database, CVC Technical Report #24, June 1998.
24. Face database, the University of Bern. ftp://iamftp.unibe.ch/pub/Images/FaceImages/
25. E. Saber, and A.M. Tekalp Frontal-view face detection and facial feature extraction using color, shape and symmetry based cost functions Pattern Recognition Lett. 19 1998 669 680
26. K.M. Lam, and H. Yan Locating and extracting the eye in human face images Pattern Recognition 29 1996 771 779
27. H.A. Rowley, S. Baluja, and T. Kanade Neural network-based face detection IEEE Trans. Pattern Anal. Mach. Intell. 20 1998 23 38
28. C.H. Lee, J.S. Kim, and K.H. Park Automatic human face location in a complex background using motion and color information Pattern Recognition 29 1996 1877 1889
29. K.K. Sung, and T. Poggio Example-based learning for view-based human face detection IEEE Trans. Pattern Anal. Mach. Intell. 20 1998 39 51
30. R. Chellappa, C.L. Wilson, and S. Sirohey Human and machine recognition of faces a survey Proc. IEEE 83 1995 705 740
31. M.H. Yang, D.J. Kriegman, and N. Ahuja Detecting faces in images a survey IEEE Trans. Pattern Anal. Mach. Intell. 24 1 2002 34 58
32. A.M. Martinez Recognizing imprecisely localized, partially occluded, and expression variant faces from a single sample per class IEEE Trans. Pattern Anal. Mach. Intell. 24 6 2002 748 763
33. P.N. Belhumeur, J.P. Hespanha, and D.J. Kriegman Eigenfaces vs. fisherfaces recognition using class specific linear projection IEEE Trans. Pattern Anal. Mach. Intell. 19 1997 711 720
34. D. Beymer, T. Poggio, Face recognition from one example view, A.I. Memo No. 1536, Artificial Intelligence Lab, MIT, New York, 1995.
35. Y. Gao, M.K.H. Leung, W. Wang, and S.C. Hui Fast face identification under varying pose from single 2D model view IEE Proc. - Vision, Image Signal Process. 148 4 2001 248 254