New approach for face recognition based on singular value features and neural networks

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Volumn 32, Issue 1, 2004, Pages 170-173

  Gan, Jun Ying ^a   Zhang, You Wei ^a,b  

^a Wuyi University   (China)

^b BEIHANG UNIVERSITY   (China)

Author keywords

Face recognition; Neural networks; Pattern recognition; Singular value features

Indexed keywords

BACKPROPAGATION; DATABASE SYSTEMS; FEATURE EXTRACTION; MATRIX ALGEBRA; NEURAL NETWORKS; VECTORS;

BACK PROPAGATION NETWORKS; COMPETITION SELECTION; FACE IMAGE MATRIXES; SINGULAR VALUE DECOMPOSITION; SINGULAR VALUE FEATURES;

FACE RECOGNITION;

EID: 2342442557     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. Rama Chellappa, et al. Human and machine recognition of faces: a survey [J]. Proceedings of the IEEE, 1995, 83(5): 705-740.
2. Z Hong. Algebraic feature extraction of image for recognition [J]. Pattern Recognition, 1991, 24(3): 211-219.
3. Y Cheng, et al. Human Face Recognition Method Based on the Statistical Model of Small Sample Size [A]. SPIE Proceedings on Intelligent Robots and Computer Vision [C]. Boston, Massachusetts, USA, 1991. 85-95.
4. Steve Lawrence, et al. Face recognition: a convolutional neural-network approach [J]. IEEE Transactions on Neural Networks, 1997, 8(1): 98-113.
5. V C Klema. The singular value decomposition: its computation and some applications [J]. IEEE Transactions on Automatic Control, 1980, 25: 164-176.
6. R Hecht-Nielson. Theory of the Back-Propagation Neural Network [A]. UCNN [C]. Washington DC, 1989, 1: 583-604.