Face photo-sketch synthesis and recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 31, Issue 11, 2009, Pages 1955-1967

  Wang, Xiaogang ^a   Tang, Xiaoou ^a,b  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^b SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

Author keywords

Face recognition; Face sketch recognition; Face sketch synthesis; Multiscale Markov random field

Indexed keywords

DIGITAL ENTERTAINMENT; EFFECTIVE MATCHING; FACE REGIONS; FACE SKETCH RECOGNITION; FACE SKETCH SYNTHESIS; FACE STRUCTURE; MARKOV RANDOM FIELDS MODELS; MULTIPLE SCALE; MULTISCALE MARKOV RANDOM FIELD; MULTISCALES; RECOGNITION METHODS; SKETCH MODEL; SKETCH RECOGNITION; THREE COMPONENT; TRAINING SETS;

DRAWING (GRAPHICS); HIDDEN MARKOV MODELS; IMAGE SEGMENTATION; STRUCTURAL FRAMES; SYNTHESIS (CHEMICAL);

FACE RECOGNITION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BIOMETRY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER INTERFACE; FACE; HISTOLOGY; HUMAN; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; METHODOLOGY; PAINTING; PHOTOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BIOMETRY; FACE; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PAINTINGS; PATTERN RECOGNITION, AUTOMATED; PHOTOGRAPHY; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE; USER-COMPUTER INTERFACE;

EID: 70349854895     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2008.222     Document Type: Article

References (32)

1. R.G. Uhl and N.D.V. Lobo, "A Framework for Recognizing a Facial Image from a Police Sketch," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, 1996.
2. W. Konen, "Comparing Facial Line Drawings with Gray-Level Images: A Case Study on Phantomas," Proc. Int'l Conf. Artificial Neural Networks, 1996.
3. X. Tang and X. Wang, "Face Sketch Recognition," IEEE Trans. Circuits and Systems for Video Technology, vol. 14, no. 1, pp. 50-57, Jan. 2004.
4. X. Tang and X. Wang, "Face Sketch Synthesis and Recognition," Proc. IEEE Int'l Conf. Computer Vision, 2003.
5. Q. Liu, X. Tang, H. Jin, H. Lu, and S. Ma, "A Nonlinear Approach for Face Sketch Synthesis and Recognition," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, 2005.
6. J. Zhong, X. Gao, and C. Tian, "Face Sketch Synthesis Using a E-Hmm and Selective Ensemble," Proc. IEEE Int'l Conf. Acoustics, Speech, and Signal Processing, 2007.
7. X. Gao, J. Zhong, and C. Tian, "Sketch Synthesis Algorithm Based on E-Hmm and Selective Ensemble," IEEE Trans. Circuits and Systems for Video Technology, vol. 18, no. 4, pp. 487-496, Apr. 2008.
8. H. Koshimizu, M. Tominaga, T. Fujiwara, and K. Murakami, "On Kansei Facial Processing for Computerized Facial Caricaturing System Picasso," Proc. IEEE Int'l Conf. Systems, Man, and Cybernetics, 1999.
9. S. Iwashita, Y. Takeda, and T. Onisawa, "Expressive Facial Caricature Drawing," Proc. IEEE Int'l Conf. Fuzzy Systems, 1999.
10. J. Benson and D.I. Perrett, "Perception and Recognition of Photographic Quality Facial Caricatures: Implications for the Recognition of Natural Images," European J. Cognitive Psychology, vol. 3, pp. 105-135, 1991.
11. V. Bruce, E. Hanna, N. Dench, P. Healy, and A.M. Burton, "The Importance of Mass in Line Drawings of Faces," Applied Cognitive Psychology, vol. 6, pp. 619-628, 1992.
12. V. Bruce and G.W. Humphreys, "Recognizing Objects and Faces," Visual Cognition, vol. 1, pp. 141-180, 1994.
13. G.M. Davies, H.D. Ellis, and J.W. Shepherd, "Face Recognition Accuracy As a Function of Mode of Representation," J. Applied Psychology, vol. 63, pp. 180-187, 1978.
14. G. Rhodes and T. Tremewan, "Understanding Face Recognition: Caricature Effects, Inversion, and the Homogeneity Problem," Visual Cognition vol. 1, pp. 275-311, 1994.
15. W.T. Freeman, J.B. Tenenbaum, and E. Pasztor, "An ExampleBased Approach to Style Translation for Line Drawings," technical report, MERL, 1999.
16. H. Chen, Y. Xu, H. Shum, S. Zhu, and N. Zheng, "Example-Based Facial Sketch Generation with Non-Parametric Sampling," Proc. IEEE Int'l Conf. Computer Vision, 2001.
17. T.F. Cootes, G.J. Edwards, and C.J. Taylor, "Active Appearance Model," Proc. European Conf. Computer Vision, 1998.
18. W.T. Freeman, E.C. Pasztor, and O.T. Carmichael, "Learning LowLevel Vision," Int'l J. Computer Vision, vol. 40, pp. 25-47, 2000.
19. P. Viola and M. Jones, "Real-Time Object Detection," Int'l J. Computer Visionm, vol. 52, pp. 137-154, 2004.
20. J.S. Yedidia, W.T. Freeman, and Y. Weiss, "Understanding Belief Propagation and Its Generalizations," Exploring Artificial Intelligence in the New Millennium, Morgan Kaufmann, 2003.
21. Y. Boykov, O. Veksler, and R. Zabih, "Fast Approximate Energy Minimization Via Graph Cuts," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 11, pp. 1222-1239, Nov. 2001.
22. A.A. Efros and W.T. Freeman, "Quilting for Texture Synthesis and Transfer," Proc. ACM Conf. Computer Graphics and Interactive Techniques, 2001.
23. A.M. Martinez and R. Benavente, "The AR Face Database," Technical Report 24, CVC, 1998.
24. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre, "Xm2vtsdb: The Extended of m2vts Database," Proc. Int'l Conf. Audio- and Video-Based Person Authentication, 1999.
25. M. Turk and A. Pentland, "Eigenfaces for Recognition," J. Cognitive Neuroscience, vol. 3, pp. 71-86, 1991.
26. B. Moghaddam and A. Pentland, "Probabilistic Visual Learning for Object Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence vol. 19, no. 7, pp. 696-710, July 1997.
27. P.N. Belhumeur, J. Hespanda, and D. Kiregeman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, July 1997.
28. L. Chen, H. Liao, M. Ko, J. Lin, and G. Yu, "A New Lda Based Face Recognition System which Can Solve the Small Sample Size Problem," Pattern Recognition, vol. 33, pp. 1713-1726, 2000.
29. X. Wang and X. Tang, "Dual-Space Linear Discriminant Analysis for Face Recognition," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, 2004.
30. X. Wang and X. Tang, "Random Sampling Lda for Face Recognition," Proc. IEEE Int'l Conf. Computer Vision and Pattern Recognition, 2004.
31. X. Wang and X. Tang, "Random Sampling for Subspace Face Recognition," Int'l J. Computer Vision, vol. 70, pp. 91-104, 2006.
32. L. Wiskott, J. Fellous, N. Kruger, and C. Malsburg, "Face Recognition by Elastic Bunch Graph Matching," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 775-779, July 1997.