Real-time face detection and recognition using hybrid-information extracted from face space and facial features

Image and Vision Computing

Volumn 23, Issue 13, 2005, Pages 1181-1191

  Bae, Hyeon ^a   Kim, Sungshin ^a  

^a Pusan National University   (South Korea)

Author keywords

Eigenface space; Face detection; Face recognition; Facial feature; Geometric feature; Neural network

Indexed keywords

EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; GEOMETRY; IMAGE ANALYSIS; INFORMATION RETRIEVAL; MATHEMATICAL MODELS; NEURAL NETWORKS; REAL TIME SYSTEMS;

EIGENFACE SPACE; FACE DETECTION; FACIAL FEATURE; GEOMETRIC FEATURE;

FACE RECOGNITION;

EID: 27644547776     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2005.07.017     Document Type: Article

References (15)

1. J. Choi, S. Lee, C. Lee, and J. Yi A real-time face recognition system using multiple mean faces and dual mode fisherfaces IEEE International Symposium on Industrial Electronics (ISIE 2001) 3 2001 1686 1689
2. N. Bassiou, C. Kotropoulos, T. Kosmidis, and I. Pitas Frontal face detection using support vector machines and back-propagation neural networks 2001 International Conference on Image Processing 1 2001 pp. 1026-1029
3. Hsu Rein-Lien, M. Abdel-Mottaleb, and A.K. Jain Face detection in color images IEEE Transactions on Pattern Analysis and Machine Intelligence 24 5 2002 696 706
4. L. Chengjun Liu A Bayesian discriminating features method for face detection IEEE Transactions on Pattern Analysis and Machine Intelligence 25 6 2003 725 740
5. R.C. Verma, C. Schmid, and K. Mikolajczyk Face detection and tracking in a video by propagating detection probabilities IEEE Transactions on Pattern Analysis and Machine Intelligence 25 10 2003 1215 1228
6. S.Z. Li, and Zhang Zhenqiu FloatBoost learning and statistical face detection IEEE Transactions on Pattern Analysis and Machine Intelligence 26 9 2004 1112 1123
7. S. Eickeler, F. Wallhoff, U. Lurgel, and G. Rigoll Content based indexing of images and video using face detection and recognition methods 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '01) 3 2001 pp. 1505-1508
8. X. Ti-Qiong, L. Bi-Cheng, and W. Bo Face detection and recognition using neural network and hidden Markov models Proceedings of the 2003 International Conference on Neural Networks and Signal Processing 1 2003 pp. 228-231
9. B. Menser, and F. Muller Face detection in color images using principal components analysis Seventh International Conference on Image Processing and its Applications 2 465 1999 620 624
10. M.A. Turk, and A.P. Pentland Face recognition using eigenfaces IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1991 586 591
11. H.A. Rowley, S. Baluja, and T. Kanade Neural network-based face detection IEEE Transactions on Pattern Analysis and Machine Intelligence 20 1998 23 38
12. S. Nassif, and D. Capson Real-Time Template Matching Using Cooperative Windows Canadian Conference on Electrical and Computer Engineering (CCECE ′97), Newfoundland, Canada 3 1997 pp. 391-394
13. L. Zhang, and P. Lenders Knowledge-Based Eye Detection for Human Face Recognition Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, Brightom, UK 2000 pp. 117-120
14. J. Zhang, Y. Yan, and M. Lades Face Recognition: Eigenface, Elastic Matching, and Neural Nets Proceedings of the IEEE 85 1997 1423 1435
15. B. Moghaddam, and A. Pentland Probabilistic visual learning for object representation IEEE Transactions on Pattern Analysis and Machine Intelligence 19 1997 696 710