Local regression model for automatic face sketch generation

Proceedings - 6th International Conference on Image and Graphics, ICIG 2011

Volumn , Issue , 2011, Pages 412-417

  Ji, Naye ^a,b   Chai, Xiujuan ^a   Shan, Shiguang ^a   Chen, Xilin ^a  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Face sketch generation; K nearest neigbor; Lasso; Local regression

Indexed keywords

DIGITAL ENTERTAINMENT; FACE SKETCH GENERATION; IDENTITY INFORMATION; IMAGE PATCHES; LASSO; LOCAL REGRESSION; LOCAL REGRESSION MODELS; REGRESSION TECHNIQUES;

LAWS AND LEGISLATION;

REGRESSION ANALYSIS;

EID: 80053043484     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIG.2011.84     Document Type: Conference Paper

References (14)

1. X. Tang, and X. Wang, "Face Sketch Synthesis and Recognition", ICCV, 2003.
2. Q. Liu, X. Tang, H. Jin, H. Lu, and S. Ma, "A Nonlinear Approach for Face Sketch Synthesis and Recognition", CVPR, 2005.
3. X. Wang and X. Tang, "Face Photo-Sketch Synthesis and Recognition", IEEE Trans. PAMI, Vol. 31, 2009, pp. 1955-1967.
4. W. Zhang, X. Wang and X. Tang, "Lighting and Pose Robust Face Sketch Synthesis", ECCV, 2010.
5. M. P. Salisbury, S. E. Anderson, R. Barzel, D. H. Salesin, "Interactive Pen-and-Ink Illustration", Siggraph, 1994.
6. M. P. Salisbury, M. T. Wong, J. F. Hughes, D. H. Salesin, "Orientale Textures for Image-Based Pen-and-Ink Illustration", Siggraph, 1997.
7. S. Yamamoto, X. Mao, A. Imamiya, "Enhanced LIC Pencil Filter", CGIV, 2004.
8. N. Li, Z. Huang, "A Feature-Based Pencil Drawing Method", GRAPHITE, 2003.
9. H. Lee, S. Kwon, S. Lee, "Real-Time Pencil Rendering", NPAR, 2006.
10. Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Transactions on Image Processing, vol. 13, no. 4, Apr. 2004.
11. R. Tan, M. Steinbach, V. Kumar, Introduction to Data Mining, Addison-Wesley, 2006.
12. T. Hastie, R. Tibshirani and J. Friedman. The Elements of Statistical Learning. 2nd edition, 2008, pp. 43-93.
13. A. E. Hoerl and R. W. Kennard. "Ridge Regression: Biased Estimation for Nonorthogonal Problems", Technometrics, Vol. 12, no. 1, 1970, pp. 55-67.
14. B. Efron, T. Hastie, I. Johnstone and R. Tibshirani. "Least angle regression", Annals of Statistics, Vol. 32, no. 2, 2004, pp.407-499.