Reconstruction of partially damaged face images based on a morphable face model

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 25, Issue 3, 2003, Pages 365-372

  Hwang, Bon Woo ^a   Lee, Seong Whan ^b  

^a VirtualMedia Inc   (South Korea)

^b Korea University   (South Korea)

Author keywords

Damaged face; Face reconstruction; Face synthesis; Least square minimization; Morphable face model

Indexed keywords

COMPUTER SIMULATION; FACE RECOGNITION; INFORMATION RETRIEVAL; LEAST SQUARES APPROXIMATIONS;

FACE SYNTHESIS;

IMAGE RECONSTRUCTION;

EID: 0037341419     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2003.1182099     Document Type: Article

References (13)

1. D. Beymer, A. Shashua, and T. Poggio, "Example-Based Image Analysis and Synthesis," Artificial Intelligence Memo 1437/CBCL Paper 80, Massachusetts Inst. of Technology, Nov. 1993.
2. D. Beymer and T. Poggio, "Image Representation for Visual Learning," Science, vol. 272, pp. 1905-1909, 1996.
3. V. Blanz and T. Vetter, "Morphable Model for the Synthesis of 3D Faces," Proc. of SIGGRAPH '99, pp. 187-194, 1999.
4. B.-W. Hwang, V. Blanz, T. Vetter, and S.-W. Lee, "Face Reconstruction From a Small Number of Feature Points," Proc. Int'l Conf. Pattern Recognition, vol. 2, pp. 842-845, Sept. 2000.
5. M.J. Jones, P. Sinha, T. Vetter, and T. Poggio, "Top-Down Learning of Low-Level Vision Tasks [Brief Communication]," Current Biology, vol. 7, pp. 991-994, 1997.
6. M.J. Jones and T. Poggio, "Multidimensional Morphable Models: A Framework for Representing and Matching Object Classes," Int'l J. Computer Vision, vol. 29, no. 2, pp. 107-131, 1998.
7. P.M. Narendra, "A Separable Median Filter for Image Noise Smoothing," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 3, no. 1, pp. 20-29, 1981.
8. T. Poggio and T. Vetter, "Recognition and Structure from One 2D Model View: Observations on Prototypes, Object Classes and Symmetries," Artificial Intelligence Memo 1347/CBIP Paper 69, Mass. Inst. of Technology, Feb. 1992.
9. Y. Saito, Y. Kenmochi, and K. Kotani, "Estimation of Eyeglassless Facial Images Using Principal Component Analysis," Proc. Int'l Conf. Image Processing, vol. 4, pp. 197-201, Oct. 1999.
10. G. Strang, Linear Algebra and Its Applications. Harcourt Brace Jovanovich College Publishers, pp. 442-451, 1988.
11. M. Turk and A. Pentland, "Eigenfaces for Recognition," J. Cognitive Neuroscience, vol. 3, no. 1, pp. 71-86, 1991.
12. T. Vetter and N.E. Troje, "Separation of Texture and Shape in Images of Faces for Image Coding and Synthesis," J. Optical Soc. Am. A, vol. 14, no. 9, pp. 2152-2161, 1997.
13. P.S. Windyga, "Fast Impulsive Noise Removal," IEEE Trans. Image Processing, vol. 10, no. 1, pp. 173-178, 2001.