Face samples expanding based on the GA re-sampling

Ruan Jian Xue Bao/Journal of Software

Volumn 16, Issue 11, 2005, Pages 1894-1901

  Chen, Jie ^a   Chen, Xi Lin ^a,b   Gao, Wen ^a,b  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b INSTITUTE OF COMPUTING TECHNOLOGY   (China)

Author keywords

AdaBoost; Face detection; Genetic algorithm; SnoW (sparse network of window)

Indexed keywords

DATABASE SYSTEMS; DETECTORS; GENETIC ALGORITHMS; SAMPLING; STATISTICAL METHODS;

ADABOOST; DATA COLLECTION; FACE DETECTION; FACE SAMPLES EXPANDING; SPARSE NETWORK WINDOW (SNOW);

FACE RECOGNITION;

EID: 33645036037     PISSN: 10009825     EISSN: None     Source Type: Journal    
DOI: 10.1360/jos161894     Document Type: Article

References (17)

1. Yang MH, Kriegman D, Ahuja N. Detecting faces in images: A survey. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2002,24(1):34-58.
2. Miao J, Yin BC, Chen XC. A hierarchical multiscale and multiangle system for human face detection in a complex background using gravity-center template. Pattern Recognition, 1999,32(7):1237-1248.
3. Liang LH, AI HZ, Xu GY, Zhang B. A survey of human face detection. Chinese Journal of Computers, 2002,25(5):449-458 (in Chinese with English abstract).
4. Sung KK, Poggio T. Example-Based learning for view-based human face detection. IEEE Trans. on Pattern Analysis and Machine Intelligence, 1998,20(1):39-51.
5. Rowley HA, Baluja S, Kanade T. Neural network-based face detection. IEEE Trans. on Pattern Analysis and Machine Intelligence, 1998,20(1):23-38.
6. Schneiderman H, Kanade T. A statistical method for 3D object detection applied to faces. In: Kimia B, Amini A, Metaxas D, eds. Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition. Cambridge: IEEE Computer Society, 2000. 746-751.
7. Yang MH, Roth D, Ahuja N. A SNoW-based face detector. In: Solla SA, Leen TK, Müller KR, eds. Advances in Neural Information Processing Systems 12. Cambridge: MIT Press, 2000. 855-861.
8. Liu CJ. A Bayesian discriminating features method for face detection. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2003,25(6):725-740.
9. Viola P, Jones M. Rapid object detection using a boosted cascade of simple features. In: Kasturi R, Medioni G, eds. Proc. of the IEEE Computer Vision and Pattern Recognition. Cambridge: IEEE Computer Society, 2001. 511-518.
10. Xiao R, Li MJ, Zhang HJ. Robust multipose face detection in images. IEEE Trans. on Circuits and Systems for Video Technology, 2004,14(1):31-41.
11. Li SZ, Zhu L, Zhang ZQ, Blake A, Zhang HJ, Shum H. Statistical learning of multi-view face detection. In: Heyden A, Sparr G, Nielsen M, Johansen P, eds. Proc. of the 7th European Conf. on Computer Vision. Cambridge: LNCS 2350, Heidelberg: Springer-Verlag, 2002. 67-81.
12. Chen DS, Liu ZK. A method for automatic detection and correction of highlighted area in color face image. Journal of Software, 2003,14(11):1900-1906 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/14/1900.htm
13. Lu X, Jain AK. Resampling for face recognition. In: Kittler J, Nixon MS, eds. Proc. of the 4th Int'l Conf. on Audio- and Video-Based Biometric Person Authentication. LNCS 2688, Heidelberg: Springer-Verlag, 2003. 869-877 (in Chinese).
14. Chen J, Chen XL, Gao W. Expand training set for face detection by GA re-sampling. In: Williams MR, ed. Proc. of the 6th IEEE Int'l Conf. on Automatic Face and Gesture Recognition. Cambridge: IEEE Computer Society, 2004. 73-79.
15. Holland JH. Adaptation in Natural and Artificial Systems. 2nd ed, Michigan: University of Michigan Press, 1992.
16. Krueger V. Gabor wavelet networks for object representation [Ph.D. Thesis]. Kiel: Christian-Albrecht University, 2001.
17. Fröba B, Ernst A. Fast frontal-view face detection using a multi-path decision tree. In: Kittler J, Nixon MS, eds. Proc. of the 4th Int'l Conf. on Audio- and Video-based Biometric Person Authentication. LNCS 2688, Heidelberg: Springer-Verlag, 2003. 921-928.