Performance evaluation of micropattern representation on Gabor features for face recognition

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 1273-1276

  Zhao, Sanqiang ^a   Gao, Yongsheng ^b   Zhang, Baochang ^c  

^a GRIFFITH UNIVERSITY   (Australia)

^b GRIFFITH UNIVERSITY   (Australia)

^c BEIHANG UNIVERSITY   (China)

Author keywords

Face recognition; Gabor feature; Micropattern representation; Performance evaluation

Indexed keywords

EVALUATION RULES; GABOR FEATURE; GRAY LEVEL IMAGE; MICRO PATTERN; PERFORMANCE EVALUATION; PHASE FEATURES; UNIFORM QUANTIZATION;

COMPUTER VISION; FEATURE EXTRACTION;

FACE RECOGNITION;

EID: 78149492054     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.317     Document Type: Conference Paper

References (11)

1. T. Ojala, M. Pietikäinen, and D. Harwood, "A Comparative Study of Texture Measures with Classification Based on Feature Distributions," Pattern Recognition, vol. 29, pp. 51-59, 1996.
2. T. Ojala, M. Pietikäinen, and T. Mäenpää, "Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, pp. 971-987, 2002.
3. M. Heikkilä and M. Pietikäinen, "A Texture-Based Method for Modeling the Background and Detecting Moving Objects," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, pp. 657-662, 2006.
4. A. Hadid, M. Pietikäinen, and T. Ahonen, "A Discriminative Feature Space for Detecting and Recognizing Faces," Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 797-804, 2004.
5. G. Zhao and M. Pietikäinen, "Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, pp. 915-928, 2007.
6. T. Ahonen, A. Hadid, and M. Pietikäinen, "Face Description with Local Binary Patterns: Application to Face Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, pp. 2037-2041, 2006.
7. S. Zhao, Y. Gao, and B. Zhang, "Sobel-LBP," Proceedings of the IEEE International Conference on Image Processing, pp. 2144-2147, 2008.
8. B. Zhang, Y. Gao, S. Zhao, and J. Liu, "Local Derivative Pattern Versus Local Binary Pattern: Face Recognition with High-Order Local Pattern Descriptor," IEEE Transactions on Image Processing, vol. 19, pp. 533-544, 2010.
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," Proceedings of the IEEE International Conference on Computer Vision, pp. 786-791, 2005.
10. B. Zhang, S. Shan, X. Chen, and W. Gao, "Histogram of Gabor Phase Patterns (HGPP): A Novel Object Representation Approach for Face Recognition," IEEE Transactions on Image Processing, vol. 16, pp. 57-68, 2007.
11. P.J. Phillips, H. Moon, S.A. Rizvi, and P.J. Rauss, "The FERET Evaluation Methodology for Face-Recognition Algorithms," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, pp. 1090-1104, 2000.