Face recognition based on sparse representation classifier with Gabor-edge components histogram

8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r

Volumn , Issue , 2012, Pages 105-109

  Lee, Hansung ^a   Chung, Yunsu ^a   Yoo, Jang Hee ^a   Won, Chulho ^b  

^a Electronics and Telecommunications Research Institute (ETRI)   (South Korea)

^b Kyungil University   (South Korea)

Author keywords

Edge components histogram; Face descriptor; Face recognition; Facial feature; Gabor wavelet

Indexed keywords

EDGE COMPONENTS HISTOGRAM; FACE DESCRIPTOR; FACE RECOGNITION PERFORMANCE; FACIAL FEATURE; FACIAL IMAGE REPRESENTATION; FACIAL IMAGING; GABOR WAVELETS; HUMAN FACE RECOGNITION; SPARSE REPRESENTATION; THREE COMPONENT;

GRAPHIC METHODS;

FACE RECOGNITION;

EID: 84874054838     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SITIS.2012.26     Document Type: Conference Paper

References (11)

1. H. S. Lee, Y. S. Chung, J. N. Kim, and D. H. Park, "Face image retrieval using sparse representation classifier with Gabor-LBP hitogram," Proc. Int. Conf. on WISA2010, LNCS 6513, 2010, pp. 273-280.
2. K. H. Kim, Y. S. Chung, J. H. Yoo, and Y. M. Ro, "Facial feature extraction based on private energy map in DCT domain," ETRI Journal, vol. 29, no. 2, pp. 243-245, 2007.
3. X. Tan, and B. Triggs, "Enhanced local texture feature sets for face recognition under difficult lighting conditions," Proc. Int. Conf. on Analysis and Modeling of Faces and Gestures, vol. 4778, 2007, 168-182.
4. S. Wang, and H. Deng, "Face recognition using principal component analysis-fuzzy linear discriminant analysis and dynamic fuzzy neural network," Proc. Int. Conf. on Future Wireless Networks and Information Systems. LNEE 143, 2012, pp. 577-586.
5. T. Jabid, M. H. Kabir, and O. Chae, "Robust facial expression recognition based on local directional pattern," ETRI Journal, vol. 32, no. 5, pp. 784-794,2010.
6. A. Serrano, I. M. Diego, C. Conde, and E. Cabello, "Recent Advances in Face Biometrics with Gabor Wavelets: A Review," Pattern Recognition Letters, vol. 31, pp. 372-381, 2010.
7. S. Xie, S. Shan, X. Chen, and J. Chen, "Fusing local patterns of gabor magnitude and phase for face recognition," IEEE Trans. on Image Processing, vol. 19, no. 5, pp. 1349-1361,2010.
8. T. Gao and M. He, "A novel face description by local multi-channel gabor histogram sequence binary pattern," Proc. Int. Conf. on Audio, Language and Image Processing, 2008, pp. 1240-1244.
9. W. Zhang, S. Shan, W. Gao, X. Chen, and H. Zhang, "Local gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition," Proc. Int. Conf. on Computer Vision, vol. 1, 2005, pp. 786-791.
10. J. Wright, A. Y. Yang, A. Ganesh, S. S. Sastry, and Y. Ma, "Robust face recognition via sparse representation," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 31, no. 2, pp. 210-227, 2009. Stanford SparseLab, http://sparselab.stanford.edu/
11. E. Wahl, U. Hillenbrand, and G. Hirzinger, "Surflect-pair-relation histograms: a statistical 3D-shape representation for rapid classification, " Proc. 3DIM03, 2003, pp. 474-481.