21.2.3 Face Recognition Systems Using Neural Networks

Chapter Contents (Back)
Face Recognition. Application, Faces. Neural Networks.

Intrator, N., Reisfeld, D., Yeshurun, Y.,
Face Recognition Using A Hybrid Supervised Unsupervised Neural-Network,
PRL(17), No. 1, January 10 1996, pp. 67-76. BibRef 9601
Earlier:
Face Recognition Using a Hybrid Supervised/Unsupervised Neural Network,
ICPR94(B:50-54).
IEEE DOI Link BibRef

Edelman, S.[Shimon], Reisfeld, D.[Daniel], and Yeshurun, Y.[Yehezkel],
Learning to Recognize Faces from Examples,
ECCV92(787-791).
Springer DOI Link BibRef 9200
Earlier: WeizmannDepartment of Applied Mathematics and Computer Science, CS TR 91-20, 1991. BibRef

Reisfeld, D.[Daniel],
Generalized Symmetry Transforms: Attentional Mechanisms and Face Recognition,
Ph.D.Thesis, January 1994, BibRef 9401 Tel AvivUniversity. BibRef

Lando, M.[Maria], Edelman, S.[Shimon],
Generalization from a Single View in Face Recognition,
WeizmannCS-TR 95-02, 1995. BibRef 9500

Flocchini, P., Gardin, F., Mauri, G., Pensini, M.P., Stofella, P.,
Combining Image Processing Operators and Neural Networks in a Face Recognition System,
PRAI(6), 1992, pp. 447-467. BibRef 9200

Tamura, S., Kawai, H., Mitsumoto, H.,
Male-Female Identification from 8x6 Very-Low Resolution Face Images by Neural-Network,
PR(29), No. 2, February 1996, pp. 331-335.
WWW Version. BibRef 9602

Zhang, M.[Ming], Fucher, J.[John],
Face Recognition Using Artificial Neural-Network Group-Based Adaptive Tolerance (GAT) Trees,
TNN(7), No. 3, May 1996, pp. 555-567. 9606
BibRef

Zhang, M.[Ming], Fucher, J.[John],
Face perspective understanding using artificial neural network group-based tree,
ICIP96(III: 475-478).
IEEE DOI Link BibRef 9600

Javidi, B.[Bahram],
Method and apparatus for implementation of neural networks for face recognition,
US_Patent5,699,449, Dec 16, 1997
WWW Version. BibRef 9712

Lawrence, S.[Steve], Giles, C.L.[C. Lee], Tsoi, A.C.[Ah Chung], Back, A.D.[Andrew D.],
Face Recognition: A Convolutional Neural-Network Approach,
TNN(8), No. 1, January 1997, pp. 98-113. 9701
BibRef

Lawrence, S.[Steve], Giles, C.L.[C. Lee], Tsoi, A.C.[Ah Chung], Back, A.D.[Andrew D.],
Face Recognition: A Hybrid Neural Network Approach,
U. of Maryland-CS-TR-3608 and UMIACS-96-16. 1996.
WWW Version. BibRef 9600

Lawrence, S.[Steve], Giles, C.L.[C. Lee], Tsoi, A.C.[Ah Chung],
Convolutional Neural Networks for Face Recognition,
CVPR96(217-222).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9600

Uwechue, O.A.[Okechukwu A.], Pandya, A.S.[Abhijit S.],
Human Face Recognition Using Third-Order Synthetic Neural Networks,
KluwerJune 1997, ISBN 0-7923-9957-9.
WWW Version. BibRef 9706

Ranganath, S., Arun, K.,
Face Recognition Using Transform Features and Neural Networks,
PR(30), No. 10, October 1997, pp. 1615-1622.
WWW Version. 9712
BibRef

Yoon, K.S., Ham, Y.K., Park, R.H.,
Hybrid Approaches to Frontal View Face Recognition Using the Hidden Markov Model and Neural-Network,
PR(31), No. 3, March 1998, pp. 283-293.
WWW Version. 9802
See also 3D Object Recognition in Range Images Using Hidden Markov Models and Neural Networks. BibRef

Park, G.T.[Gyu-Tae], Bien, Z.N.[Zeung-Nam],
Neural network-based fuzzy observer with application to facial analysis,
PRL(21), No. 2, February 2000, pp. 93-105. 0003
BibRef

Dailey, M.N., and Cottrell, G.W.,
Organization of face and object recognition in modular neural network models,
NeurNet(12), Issues 7-8, 11 October 1999, pp. 1053-1074.
Elsevier DOI Link BibRef 9910

Hwang, W.S.[Wey-Shiuan], Weng, J.Y.[Ju-Yang],
Hierarchical Discriminant Regression,
PAMI(22), No. 11, November 2000, pp. 1277-1293.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0012
Classification system. Applied to faces. BibRef

Weng, J.J., Hwang, W.S.,
Toward Automation of Learning: The State Self-Organization Problem for a Face Recognizer,
AFGR98(384-389).
IEEE DOI Link BibRef 9800

Haddadnia, J.[Javad], Faez, K.[Karim], Ahmadi, M.[Majid],
A fuzzy hybrid learning algorithm for radial basis function neural network with application in human face recognition,
PR(36), No. 5, May 2003, pp. 1187-1202.
WWW Version. 0301
BibRef

Haddadnia, J.[Javad], Ahmadi, M.[Majid],
N-Feature Neural Network Human Face Recognition,
IVC(22), No. 12, 1 October 2004, pp. 1071-1082.
WWW Version. 0409
BibRef
Earlier: Add A2 of 3: Faez, K.[Karim], VI02(300).
PDF Version. 0208
BibRef

Haddadnia, J., Faez, K., Moallem, P.,
Neural Network Based Face Recognition with Moment Invariants,
ICIP01(I: 1018-1021).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Zhang, D., Peng, H.[Hui], Zhou, J.[Jie], Pal, S.K.,
A novel face recognition system using hybrid neural and dual eigenspaces methods,
SMC-A(32), No. 6, November 2002, pp. 787-793.
IEEE Top Reference. 0301
BibRef

Zhao, Z.Q.[Zhong-Qiu], Huang, D.S.A.[De-Shu-Ang], Sun, B.Y.[Bing-Yu],
Human face recognition based on multi-features using neural networks committee,
PRL(25), No. 12, September 2004, pp. 1351-1358.
WWW Version. 0409
BibRef

Zhao, Z.Q.[Zhong-Qiu],
A novel modular neural network for imbalanced classification problems,
PRL(30), No. 9, 1 July 2009, pp. 783-788.
Elsevier DOI Link
WWW Version. 0905
Modular neural networks; Imbalanced classification; Time consumption; Classification performance BibRef

Garcia, C., Delakis, M.,
Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection,
PAMI(26), No. 11, November 2004, pp. 1408-1423.
IEEE Abstract. IEEE Top Reference. 0410
BibRef
Earlier:
A neural architecture for fast and robust face detection,
ICPR02(II: 44-47).
IEEE DOI Link 0211
Rotated 20deg, turned 60deg. Learn features extractors for recognition. BibRef

Ebrahimpour, R.[Reza], Kabir, E.[Ehsanollah], and Yousefi, M.R.[Mohammad Reza],
Teacher-directed learning in view-independent face recognition with mixture of experts using single-view eigenspaces,
Franklin(345), No. 2, March 2008, pp. 87-101.
Elsevier DOI Link BibRef 0803

Ebrahimpour, R.[Reza], Kabir, E.[Ehsanollah], Yousefi, M.R.[Mohammad Reza],
Teacher-directed learning in view-independent face recognition with mixture of experts using overlapping eigenspaces,
CVIU(111), No. 2, August 2008, pp. 195-206.
WWW Version. 0808
View-independent face recognition; Mixture of experts; Teacher-directed learning; Single-view eigenspaces; Global eigenspace; Overlapping eigenspaces BibRef

Ebrahimpour, R.[Reza], Kabir, E.[Ehsanollah], Esteky, H.[Hossein], and Yousefi, M.R.[Mohammad Reza],
View-independent face recognition with Mixture of Experts,
Neurocomputing(71), Issues 4-6, January 2008, pp. 1103-1107.
Elsevier DOI Link BibRef 0801


Ren, Y.[Yong], Iftekharuddin, K.M.[Khan M.], White, W.E.[William E.],
Recurrent network-based face recognition using image sequences,
CIMSVP09(41-46).
IEEE DOI Link 0903
BibRef

Gharai, S., Thakur, S., Lahiri, S., Sing, J.K., Basu, D.K., Nasipuri, M., Kundu, M.,
Self-adaptive RBF Neural Networks for Face Recognition,
ISVC06(I: 353-362).
Springer DOI Link 0611
BibRef

Wang, Y.H.[Yun-Hong], Wang, Y.D.[Yi-Ding], Jain, A.K.[Anil K.], Tan, T.N.[Tie-Niu],
Face Verification Based on Bagging RBF Networks,
ICB06(69-77).
Springer DOI Link 0601
BibRef

Kurita, T., Pic, M., Takahashi, T.,
Recognition and detection of occluded faces by a neural network classifier with recursive data reconstruction,
AVSBS03(53-58).
IEEE Abstract. IEEE Top Reference. 0310
BibRef

Singh, R.K., Rajagopalan, A.N.,
Background learning for robust face recognition,
ICPR02(III: 525-528).
IEEE DOI Link 0211
BibRef

Fasel, B.,
Robust face analysis using convolutional neural networks,
ICPR02(II: 40-43).
IEEE DOI Link 0211
BibRef

Pujol, A., Wechsler, H., Villanueva, J.J.,
Learning and caricaturing the face space using self-organization and Hebbian learning for face processing,
CIAP01(273-278).
IEEE Top Reference. 0210
BibRef

Howell, A.J.[A. Jonathan], Buxton, H.[Hilary],
Towards unconstrained face recognition from image sequences,
AFGR96(224-229).
IEEE DOI Link 9610
BibRef
And:
Face Recognition using Radial Basis Function Neural Networks,
BMVC96(Poster Session 2). 9608
University of Sussex BibRef

Duvdevani-Bar, S., Edelman, S., Howell, A.J., Buxton, H.,
Similarity-Based Method for the Generalization of Face Recognition over Pose and Expression,
AFGR98(118-123).
IEEE DOI Link BibRef 9800

Kerin, M.A., Stonham, T.J.,
Face recognition using a digital neural network with self-organising capabilities,
ICPR90(I: 738-741).
IEEE DOI Link 9006
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face Analysis, Profiles .


Last update:Nov 16, 2009 at 19:35:14