Reconstruction of partially occluded face by fast recursive PCA

Proceedings - CIS Workshops 2007, 2007 International Conference on Computational Intelligence and Security Workshops

Volumn , Issue , 2007, Pages 304-307

  Wang, Zhi Ming ^a,b   Tao, Jian Hua ^b  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING   (China)

^b INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; ERROR COMPENSATION; ITERATIVE METHODS;

ALGORITHM CONVERGENCE; ANALYSIS AND SYNTHESIS; EIGENFACES; FACE OCCLUSION; LINEAR COMBINING; PCA ANALYSIS; RECURSIVE PCA; TRAINING PHASE;

PRINCIPAL COMPONENT ANALYSIS;

EID: 52249084303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/cisw.2007.4425497     Document Type: Conference Paper

References (12)

1. Y. Saito, Y. Kenmochi, K. Kotani. Estimation of Eyeglassless Facial Images Using Principal Component Analysis, Proc. Int'l Conf. Image Processing, Oct. 1999.
2. Chenyu Wu, Ce Liu, Heung-Yueng Shum, et al. Automatic Eyeglasses Removal from Face Images, IEEE transactions on pattern analysis and machine intelligence, 2004, 26(3): 322-336.
3. Jeong-Seon Park, You Hwa Oh, Sang Chul Ahn, et al. Glasses Removal from Facial Image Using Recursive Error Compensation, IEEE transactions on pattern analysis and machine intelligence, 2005, 27(5): 805-811.
4. Cheng Du, Guangda Su. Eyeglasses removal from facial images, Pattern Recognition Letters, 2005, 26: 2215-2220.
5. B. W. Hwang and S. W. Lee, Reconstruction of Partially Damaged Face Images Based on a Morphable Face Model, IEEE Trans. Pattern Analysis and Machine Intelligence, 2003, 25(3): 365-372.
6. T. Kurita, M. Pic, T. Takahashi, Recognition and Detection of Occluded Faces by a Neural Network Classifier with Recursive Data Reconstruction, Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS'03), 2003.
7. A. Colombo, C. Cusano, R. Schettini. Detection and Restoration of Occlusions for 3D Face Recognition, IEEE International Conference on Multimedia and Expo, pp. 1541-1544, 2006.
8. Junwen Wu, M. M. Trivedi. A Regression Model in TensorPCA Subspace for Face Image Super-resolution Reconstruction, the 18th International Conference on Pattern Recognition (ICPR'06), 2006.
9. M. D. Smet, R. Fransens, L. V. Gool. A Generalized EM Approach for 3D Model Based Face Recognition under Occlusions, Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06), 2006.
10. Liang Luhong, Research on Face Detection and Tracking, PhD thesis, Tsinghua University, 2001.
11. O. Jesorsky, K. Kirchberg, R. Frischholz. Robust Face Detection Using the Hausdorff Distance, Audio and Video based Person Authentication (AVBPA 2001) Springer, 2001.
12. A. M. Martinez and R. Benavente. The AR Face Database. CVC Technical Report #24, June 1998.