Gender classification using local directional pattern (LDP)

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 2162-2165

  Jabid, Taskeed ^a   Kabir, Md Hasanul ^a   Chae, Oksam ^a  

^a Kyung Hee University   (South Korea)

Author keywords

Face image analysis; Gender classification; Local directional pattern; Texture analysis

Indexed keywords

DESCRIPTORS; DIRECTIONAL PATTERN; FACE AREA; FACE DATABASE; FACE IMAGE ANALYSIS; FACE IMAGES; FACIAL IMAGES; GENDER CLASSIFICATION; PATTERN CLASSIFIER; SINGLE VECTORS; SMALL REGION; TEXTURE ANALYSIS;

FACE RECOGNITION; IMAGE ANALYSIS; SUPPORT VECTOR MACHINES; TEXTURES;

DIRECTIONAL PATTERNS (ANTENNA);

EID: 78149479739     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.373     Document Type: Conference Paper

References (14)

1. H. C. Kim, D. Kim, Z. Ghahramani, and S. Y. Bang, "Appearance-based gender classification with gaussian processes," Pattern Recognition Letter, vol. 27, no. 6, pp. 618-626, 2006.
2. W. Zhao, R. Chellappa, and P. J. Phillips, "Face recognition: A literature survey," ACM Computing Survey, vol. 35, no. 4, pp. 399-458, 2003.
3. B. Fasel and J. Luettin, "Automatic facial expression analysis: a survey," Pattern Recognition, vol. 36, no. 1, pp. 259-275, 2003.
4. E. Mäkinen and R. Raisamo, "An experimental comparison of gender classification methods," Pattern Recogniong Letter, vol. 29, no. 10, pp. 1544-1556, 2008.
5. E. Makinen and R. Raisamo, "Evaluation of gender classification methods with automatically detected and aligned faces," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, pp. 541-547, 2008.
6. T. Ahonen, A. Hadid, and M. Pietikainen, "Face description with local binary patterns: application to face recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 12, pp. 2037-2041, 2006.
7. H. C. Lian and B. L. Lu, "Multi-view gender classification using local binary patterns and support vector machines," in in Proc. International Symposium on Neural Networks, 2006, pp. 202-209.
8. Y. Fang and Z.Wang, "Improving lbp features for gender classification," in in Proc. International Conference on Wavelet Analysis and Pattern Recognition, 2008, pp. 373-377.
9. T. Jabid, M. H. Kabir, and O. Chae, "Local directional pattern (LDP) for face recognition," in Proceedings of the IEEE International Conference on Consumer Electronics, 2010, pp. 329-330.
10. T. Ojala and M. Pietikainen, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 971-987, 2002.
11. N. Sun, W. Zheng, C. Sun, C. Zou, and L. Zhao, "Gender classification based on boosting local binary pattern," in in Proc. International Symposium on Neural Networks, 2006, pp. 194-201.
12. C. Cortes and V. Vapnik, "Support-vector networks," Machine Learning, vol. 20, no. 3, pp. 273-297, 1995.
13. P. J. Phillips, H. Wechsler, J. Huang, and P. Rauss, "The feret database and evaluation procedure for face recognition algorithms," Image and Vision Computing, vol. 16, no. 10, pp. 295-306, 1998.
14. A. Hadid and M. Pietikäinen, "Combining appearance and motion for face and gender recognition from videos," Pattern Recognition, vol. 42, no. 11, pp. 2818-2827, 2009.