Paper
on Face Recognition
Review
- A.
K. Jain, A. Ross, and S. Prabhakar, "An Introduction to Biometric Recognition,"
IEEE Trans. on CSVT, Special Issue on Image- and Video- Based Biometrics,
August, 2003.
- W.
Zhao, R. Chellappa, A. Rosenfeld, and P. J. Phillips,(2000) "Face Recognition:
A Literature Survey", UMD CfAR Technical Report CAR-TR948.
- R.
Chellappa, C.L. Wilson, and S. Sirohey, ¡°Human and machine recognition of
faces: a survey¡±, Proceedings of the IEEE, Vol. 83, pp. 705-741,
May 1995.
- M.
Yang, D. J. Kriegman, and N. Ahuja, "Detecting Face in Images: A Survey",
IEEE Trans. on PAMI, Vol. 24, No. 1, pp. 34-58, Jan. 2002.
- E.
Hjelmas, "Face Detection: A survey",
Computer Vision and Image Understanding, Vol 83, pp.
236-274, 2001.
- J. Zhang, Y. Yan, and M. Lades,
¡°Face Recognition: Eigenface, Elastic Matching, and Neural Net¡±, Proceedings
of IEEE, Vol. 85, No. 9, pp.1423-1435, Sep. 1997.n
- R.
Brunelli and T. Poggio, ¡°Face recognition: features versus templates¡±, IEEE
Trans. on PAMI, Vol. 15, No. 10, pp. 1042-1052, Oct. 1993.
XM2VTS
- Samy
Bengio, Johnny Mari¨¦thoz, and S. Marcel, "Evaluation of Biometric Technology
on XM2VTS ", IDIAPRR 21, IDIAP, 2001.
- J.
Matas, M. Hamouz, K. Jonsson, J. Kittler, C. Kotropoulos, and A. Tefas ,"Comparison
of Face Verification Results on the XM2VTS Database", Proceedings of
ICPR, 2000.
Feret
- P.
J. Phillips, P. Grother, R. J. Micheals, D. M. Blackburn, E. Tabassi, M. Bone,
"Face Recognition Vendor Test: Evaluation Reprot"
- P.
J. Phillips, P. Grother, R. J. Micheals, D. M. Blackburn, E. Tabassi, M. Bone,
"Face Recognition Vendor Test: Overview and Summary"
- P.
J. Phillips, P. Grother, R. J. Micheals, D. M. Blackburn, E. Tabassi, M. Bone,
"Face Recognition Vendor Test: Technical Appdndices"
- P.
J. Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss, "The Feret Evaluation
Methodology for Face-Recognition Algorithms", IEEE Trans. on PAMI,
Vol. 22, No. 10, Oct. 2000.
- P.
J. Phillips, H. Moon, and S. A. Rizvi, "The Feret Evaluation Methodology
for Face-Recognition Algorithms", Proceedings of Computer Vision and
Pattern Recognition, pp. 137-143, 1997.
- P. J. Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss, ¡°The
FERET Evaluation¡±, in Face Recognitioin: From Theory to Applications, H. Wechsler,
P. J. Phillips, V. Bruce, F.F. Soulie, and T.S. Huang, Eds., Berlin: Springer-Verlag,
1998.
- P. J. Phillips, P. J. Rauss,
and S. Z. Der, ¡°FERET (Face Recognition Technology) Recognition Algorithm
Development and Test Results¡±, October 1996. Army Research Lab technical report
1995.
- P. J.
Phillips, H. Moon, P. J. Rauss, and S. Rizvi, ¡°The FERET Evaluation Methodology
for Face Recognition Algorithms¡±.
- S. Rizvi,
P. J. Phillips and H. Moon, ¡°The FERET Verification Testing Protocol for Face
Recognition Algorithms¡±.
- "The Face Recognition
Technology (Feret) Database"
Eigenface
- M.
Turk, "A Random Walk Through Eigenface", IEICE Trans. INF. &
SYST., Vol. E84-D, No. 12, Dec. 2001.
- M. Turk and A. Pentland, "Eigenfaces for recognition",
J. of Cognitive Neuroscience, Vol. 3, No. 1, pp. 71-86, 1991.
- M.
Turk and A. Pentland, ¡°Face recognition using eigenfaces¡±, Proceedings
of IEEE, CVPR, pp. 586-591, Hawaii, June, 1991.
- I.
Craw, N. Costen, T. Kato, and S. Akamatsu, ¡°How Should We Represent Faces
for Automatic Recognition?¡± IEEE Trans. on PAMI, Vol. 21, No.8, pp.
725-736, August 1999.
- A.
Pentland, B. Moghaddam, T. Starner, ¡°View-based and modular eigenspaces for
face recognition¡±, Proceedings of IEEE, CVPR, 1994.
- B.
Moghaddam and A. Pentland, "Face Recognition using View-Based and Modular
Eigenspace", Automatic Systems for the Identification and Inspection
of Humans, 2277, 1994.
- P.
Hall, D. Marshall, and R. Martin, "Merging and Splitting Eigenspace Models,"
IEEE Trans. on PAMI, Vol. 22, No. 9, pp. 1042-1049, 2002.
- A.
Yilmaz and M. G?kmen, ¡°Eigenhill vs. eigenface and eigenedge¡±, Pattern
Recognition, Vol. 34, pp. 181-184, 2001.
- J.
Yang, and J. Yang, "From Image Vector to Matrix: A Straightforward Image
Projection Technique-IMPCA vs. PCA", Pattern Recognition, Vol. 35, 2002.
- T.
Shakunaga, and K. Shigenari, "Decomposed Eigenface for Face Recognition
under Various Lighting Conditions", Proceedings of CVPR, pp. 864-871,
2001.
- J.
B. Tenenbaum, and W. T. Freeman, "Separating Style and Sontent with Linear
Models," Neural Computation, Vol. 12, pp. 1247-1283, 2000.
- W.
T. Freeman, and J. B. Tenenbaum, "Learning Bilinear Models for Two-Factor
Problems in Vision," Proceedings of CVPR, pp. 554-560, 1997.
- M.
Alex, O. Vasilescu, and D. Terzopoulos, "Multilinear Analysis of Image
Ensembles: TensorFaces," Proceedings of ECCV, pp. 447-460, 2002.
- H.
Kim, D. Kim, and S. Y. Bang, "Face Retrieval Using 1st- and 2nd-Order
PCA Mixture Model," Proceedings of ICIP, pp. 605-608, 2002.
- D.
S. Turaga, and T. Chen, "Face Recognition Using Mixtures of Principal
Components," Proceedings of ICIP, pp. 101-104, 2002.
- A.
Lemieux, and M. Parizeau, "Experiments on Eigenfaces Robustness",
Proceedings of ICPR, pp. 421-424, 2002.
- C.
Chennubhotla, and A. Jepson, "Sparse PCA Extracting Multi-scale Structure
from Data", Proceedings of ICCV, pp. 641-647, 2001.
- W. S. Yambor, B. A. Draper, and J. R. Beveridge, "Analyzing
PCA-based Face Recognition Algorithm: Eigenvector Selection and Distance Measures",
- R.
Gross, J. Yang, and A. Waibel, "Growing Gaussian Mixture Models for Pose
Invariant Face Recognition," Proceedings of ICPR, pp. 1088-1091,
2000.
- C.
Ki-Chung, K. S. Cheol, K. S. Ryong, ¡°Face Recognition Using Principal Component
Analysis of Gabor Filter Responses¡±, Proceedings of International Workshop
on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time
Systems, pp. 53-57, 1999.
- H.
Boratschnig, L. Paletta, M. Prantl and Axel Pinz, "Active Object Recognition
in Parametric Eigenspace", in: P.H. Lewis and M.S. Nixon (ed), Proc.
Brit. Mach. Vision. Conf. pp 629-638, 1998.
- H.
M. El-Bakry, M. A. Abo-Elsoud, "Integrating Fourier Descriptors and PCA
with Neural Networks for Face Recognition", Seventh National Radio Science
Conference, Feb. 2000.
- H.
Peng and D. Zhang, "Dual EIgenspace Method for Human Face recognition",
IEEE Electronics Letters, Vol. 33, No. 4, pp.283-284, 1997.
- L.
J. Shen and H. C. Fu, "A Principal Component Based BDNN for Face Recognition",
International Conference on Neiral Network, Vol. 3, pp. 1368-1372,
1997.
- S.
Lee, S. Jung, J. Kwon, and S. Hong, "Face Detection and Recognition Using
PCA", Proceedings of the IEEE Region 10 Conference, Vol. 1,
pp. 84-87, 1999.
- E.
Lizama, D. Waldoestl, and B. Nickolay, "An Eigenfaces-Based Automatic
Face Recognition System", IEEE International Conference on Computational
Cybernetics and Simulation, Vol. 1, pp. 174-177, 1997.
- A.
Z. Kouzani, F. He, and K. Sammut, "MultiResolution Eigenface-Components",
Proceedings of IEEE Region 10 Annual Conference. Speech and Image Technologies
for Computing and Telecommunications, Vol. 1, pp. 353-356, 1997.
- P.
Navarrete and J. Ruiz-del-Solar, "Eigenspace-based Recognition of Faces:
Comparisons and A New Approach", Proceeddings of Image Analysis and Processing,
pp. 42-47, 2001.
Fisher Face (LDA)
- V.
Belhumeur, J. Hespanda, and D. Kiregeman, ¡°Eigenfaces vs. fisherfaces: recognition
using class specific linear projection¡±, IEEE Trans. on PAMI, Vol.
19, No. 7, pp. 711-720, July 1997.
- W.
Zhao, R. Chellapa, and P. Philips, ¡°Subspace linear discriminant analysis
for face recognition¡±, Technical Report CAR-TR-914, 1996.
- T.
Cooke, "Two Variations on Fisher's Linear Discriminant for Pattern Recognition",
IEEE Trans. on PAMI, Vol. 24, No. 2, pp. 268-273, Feb. 2002.
- Aleix
M. Martinez, and Avinash C. Kark, ¡°PCA versus LDA¡±, IEEE Trans. on PAMI,
Vol. 23, No. 2, pp. 228-233, Feb. 2001.
- M.
Loog, R.P.W. Duin and R. Haeb-Umbach, "Multiclass Linear Dimension Reduction
by Weighted Pairwise Fisher Criteria", IEEE Trans. PAMI, Vol. 23, No.
7, pp. 762-766, July 2001.
- K.
Etemad, and R. Chellapa, ¡°Discriminant analysis for recognition of human faces¡±,
Proceedings of International Conference on Acoustics, Speech and Signal
Processing, pp. 2148-2151, 1996.
- W.
Zhao, R. Chellappa, and N. Nandhakumar, ¡°Empirical performance analysis of
linear discriminant classifiers¡±, Proceedings of CVPR, pp. 164-169,
1998.
- W.
Zhao, R. Chellapa, and A. Krishnaswamy, "Discriminant analysis of principal
components for face recognition", Proceedings of Automatic Face and Gesture
Recognition, pp. 336-341, 1998.
- W. Zhao, A. Krishnaswamy, R. Chellappa, D. Swet, and J. Weng,
"Discriminant Analysis of Principal Components for Face Recognition",
Face Recognition: From Theory to Application, H. Wechsler, P.J. Phillips,
V. Bruce, F.F. Soulie, and T.S. Huang, eds., pp. 73-85, Berlin: Springer-Verlag,
1998.
- D.L.
Swets and J. Weng, "Using Discriminant Eigenfeatures for Image Retrieval",
IEEE Trans. on PAMI, Vol. 18, No. 8, pp. 831-836, 1996.
- R.P.W.
Duin,and R. Haeb-Umbach, "Multiclass Linear Dimension Reduction by Weighted
Pairwise Fisher Criteria", IEEE Trans. on PAMI, Vol. 23, No.
7, pp. 762-766, July, 2001.
- C.
Liu, and H. Wechsler, ¡°A shape- and texture-based enhanced fisher classifier
for face recognition¡±, IEEE Trans. on Image Processing, Vol. 10,
No. 4, pp. 598-608, April, 2001.
- C.
Liu, and H. Wechsler, ¡°Gabor Feature Based Classification Using the Enhanced
Fisher Linear Discriminant Model for Face Recognition¡±, IEEE Trans. on
Image Processing, Vol. 11, No. 4, pp. 467-476, April, 2002.
- C.
Liu, and H. Wechsler, "Gabor Feature Classifier for Face Recognition",
Proceedings of ICCV, Vol. 2, pp. 270-275, 2001.
- H.
Yu and J. Yang, ¡°A direct LDA algorithm for high-dimensional data-with application
to face recognition¡±, Pattern Recognition, Vol. 34, pp. 2067-2070,
2001.
- L.
Chen, H. Liao, M. Ko, J. Liin, and G. Yu, "A New LDA-based Face Recognition
System Which can Solve the Samll Sample Size Problem", Pattern Recognition,
Vol. 33, No. 10, pp. 1713-1726, Oct. 2000.
- C.
Liu and H. welchsler, "Enhanced Fisher Linear Discriminant Models for
Face Recognition", Proceedings of ICPR, Vol. 2, pp. 1368-1372, 1998.
- H.
Kim, D. Kim, and S. Y. Bang, "Face Recognition Using LDA Mixture Model",
Proceedings of ICPR, pp. 486-489, 2002.
- Y.
Bing, J. Lianfu, and C. Ping, "A New LDA-based Method for Face Recognition",
Proceedings of ICPR, pp. 168-171, 2002.
- Y.
Bing, C. Ping, and J. Lianfu, "Recognizing Faces with Expressions: Within-class
Space and Between-class Space", Proceedings of ICPR, pp. 139-142, 2002.
- R.
Huang, Q. Liu, H. Lu, and S. Ma, "Solving Small Sample Size Problem of
LDA", Proceedings of ICPR, pp. 29-32, 2002.
- H.
Kim, D. Kim, and S. Y. Bang, "Extensions of LDA by PCA Mixture Model
and Class-Wise Features," Pattern Recognition, pp. 1095-1105, Vol. 36,
2003.
Bayesian
- B.
Moghaddam, "Principal Manifolds and Probabilistic Subspaces for Visual
Recognition", IEEE Trans. on PAMI, Vol. 24, No. 6, pp. 780-788,
June 2002.
- B.
Moghaddam, T. Jebara, and A. Pentland, ¡°Bayesian Face Recognition¡±, Pattern
Recognition, Vol. 33, pp. 1771-1782, 2000.
- B.
Moghaddam, and A. Pentland, ¡°Probabilistic Visual Learning for Object Representation¡±,
IEEE Trans. on PAMI, Vol. 19, No. 7, pp. 775-779, July, 1997.
- B.
Moghaddam, C. Nastar, and A. Pentland, "Bayesian Face Recognition with
Deformable Image Models", Proceedings of Image Analysis and Processing,
pp. 26-35, 2001.
- B.
Moghaddam, W. Wahid, and A. Pentland, ¡°Beyond eigenface: probabilistic matching
for face recognition¡±, Proceedings of Int¡¯l Conf. on Automatic Face and
Gesture Recognition (FG¡¯98), pp. 30-35, April, 1998.
Other subspace methods
- Pong
C. Yunen, and J.H. Lai, ¡°Face representation using independent component analysis¡±,
Pattern Recognition, Vol. 35, pp. 1247-1257, 2002.
- T.
Kamei, "Face Retrieval by An Adaptive Mahalanobis Distance Using A Confidence
Factor," Proceedings of ICIP, pp. 153-156, 2002.
- P. Comon, ¡°Independent Component Analysis-A New Concept?¡±,
Signal Processing, Vol. 36, pp. 287-314, 1994.
- M.
S. Bartlett, T.J. Sejnowski, ¡°Independent of Face Images: A Representation
for Face Recognition¡±, Proceedings of the Fourth Annual Joint Symposium on
Neural Computation, Pasadena, CA, May 17, 1997.
- B.
J. Frey, A. Colmenarez, and T. S. Huang, ¡°Mixtures of local linear subspaces
for face recognition¡±, CVPR, 1998.
- D.
Swets, J. Weng, ¡°Using discriminant eigenfeatures for image retrieval¡±,
IEEE Trans. on PAMI, Vol. 16, No. 8, pp. 831-836, August, 1996.
- C.
Liu, and H. Wechsler, ¡°Evolutionary persuit and its application to face recognition¡±,
IEEE Trans. on PAMI, Vol. 22, No. 6, pp. 570-582, June, 2000.
- M.
Yang, N. Ahuja and D. Kriegman, ¡°Face recognition using kernel eigenfaces¡±,
Proceedings of ICIP, Vol. 1, pp. 37-40, 2000.
- Q.
Liu, R. Huang, H. Lu and S. Ma, ¡°Kernel-Based Optimized Feature Vectors Selection
and Discriminant Analysis for Face Recognition¡±, Proceedings of ICPR,
pp. 362-365, 2002.
- A.
Levy, and M. Lindenbaum, ¡°Sequential Karhunen-Loeve basis extraction and its
application to images¡±, IEEE Trans. on Image Processing, Vol. 9,
No. 8, pp. 1371-1374, August. 2002.
- A.
Levy, and M. Lindenbaum, ¡°Sequential Karhunen-Loeve basis extraction and its
application to images¡±, Proceedings of ICIP, Vol. 2, pp. 456-460,
1998.
- K.
Okada, C. Malsburg, "Analysis and Synthesis of Human Faces with Pose
Variations by a Parametric Piecewise Linear Subspace Method", Proceedings
of CVPR, pp. 761-768, 2001.
- S.
Z. Li, R. Xiao, Z. Li and H. Zhang, "Nonlinear Mapping from Multi-View
Face Patterns to a Gaussian Distribution in a Low Dimensional Space",
Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems,
2001. Proceedings. IEEE ICCV Workshop on , pp. 47-54, 2001.
- S.
Z. Li, "Face Recognition Based on Nearest Linear Combinations",
Proceedings of CVPR, pp. 839-844, 1999.
- K.
Lee, J. Ho and D. Kriegman, "Nine Points of Light: Acquiring Subspaces
for Face Recognition under Variable Lighting", Proceedings of CVPR, Vol.
1, pp. 519-526, 2001.
- J.
Li, S. Zhou, and C. Shekhar, "A Comparison of Subspace Analysis for Face
Recognition," Proceedings of ICASSP, pp. 121-124, 2003.
Kernel
- B.
Scholkopf, A. Smola, and K. Muller, "Nonlinear Component Analysis as
a Kernel Eigenvalue Problem," Neural Computation, 10:1299-1310,
1998.
- B.
Scholkopf, A. Smola, K. Muller, "Kernel Principle Component Analysis,"
In B. Scholkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods
- Support Vector Learning, pages 327-352. MIT Press, 1999.
- G.
Baudat, and F. Anouar, "Generalized Discriminant Analysis Using a Kernel
Approach," Neural Computation, 12(10):2385-2404, 2000.
- S.
Mika, G. Ratsch, J. Weston, B. Scholkopf, and K. Muller, "Fisher Discriminant
Analysis with Kernels," In Y.-H. Hu, J. Larsen, E. Wilson, and S. Douglas,
editors, Neural Networks for Signal Processing IX, pages 41--48. IEEE, 1999.
- J.
Lu, K. N. Plataniotis, and A. N. Venetsanopoulos, "Face Recognition Using
Kernel Direct Discriminant Analysis," IEEE Trans. on Neural Networks,
pp. 117-126, Vol. 14, No. 1, Jan. 2003.
- M.
Yang, N. Ahuja and D. Kriegman, ¡°Face recognition using kernel eigenfaces¡±,
Proceedings of ICIP, Vol. 1, pp. 37-40, 2000.
- Q.
Liu, R. Huang, H. Lu and S. Ma, ¡°Kernel-Based Optimized Feature Vectors Selection
and Discriminant Analysis for Face Recognition¡±, Proceedings of ICPR,
pp. 362-365, 2002.
- K.
I. Kim, K. Jung, and H. J. Kim, "Face Recognition Using Kernel Principal
Component Analysis," IEEE Signal Processing Letters, pp. 40-42, Vol.
9, No. 2, February, 2002.
-
T.
V. Gestel, J. Suykens, G. Lanckriet, A. lambrechts, B. D. Moor and J. Vandewalle,
"Bayesian Framework for Least Squares Support Vector Machine Classifiers,
Gaussian Processes and kernel Fisher Discriminant Analysis," Neural
Computation, May 2002.
-
J.
A. K. Suykens, T. Van Gestel, J. Vandewalle, and B. De Moor, "A Support
Vector Machine Formulation to PCA Analysis and its Kernel Version,"
ESAT-SCD-SISTA, Technical Report 2002-68, 2002.
Independent Component Analysis
- M.
S. Bartlett, J. R. Movellan, and T. J. Sejnowski, "Face Recognition by
Independent Component Analysis," IEEE Trans. on Neural Networks,
pp. 1450-1464, Vol. 13, No. 6, Nov. 2002.
- K.
Back, B. A. Draper, J. R. Beveridge, and K. She, "PCA vs. ICA: A Comparative
on the Feret Data Set"
- M,
S. Bartlett, and T. J. Sejnowski, "Learning Viewpoint Invariant Representations
for Faces in an Attractor Network," Presented at the 18th Congnitive
Science Society Meeting, San Diego, CA, July 12-15, 1996.
- H.
S. Sahambi, and K. Khorasani, "A Neural-Network Appearance -Based 3-D
Object Recognition Using Independent Component Analysis," IEEE Trans.
on Neural Networks, pp. 138-149, Vol. 14, No. 1, Jan. 2003.
- A.
J. Bell, and T. J. Sejnowski, "An Information-maximisation Approach to
Blind Separation and Blind Deconvolution," Neural Computation,
vol. 7, no. 6, pp. 1129--1159, 1995.
- T.
Lee, M. S. Lewicki and T. J. Sejnowski, "ICA Mixture Models for Unsupervised
Classification of Non-Gaussian Sources and Automatic Context Stitching in
Blind Signal Separation," IEEE Trans. on PAMI, Vol. 22, No. 10, pp. 1-12,
Oct. 2000.
Mixture Gaussian
- C. Sanderson, "Face
Processing & Frontal Face Verification," IDIAP Research Report, 2003.
- M.
E. Tipping, "Mixtures of Probabilistic Principle Component Analyers,"
Neural Computation, vol. 11, pp. 443-482, 1999.
- M.
E. Tipping and C. M. Bishop. "Probabilistic principal component analysis,"
Technical Report Woe-19, Neural Computing Research Group, Aston University,
UK, 1997.
- C.
M. Bishop, and M. E. Tipping, "A hierarchical Variable Model for Data
Visualization," IEEE Trans. on PAMI, pp. 281-293, Vol. 20, No. 3,March,
1998.
- G.
E. Hinton, P. Dayan, and M. Revow, "Modeling the Manifolds of Images
of Handwritten Digits," IEEE Trans. on Neural Networks, pp. 65-74, Vol.
8, No. 1, Jan. 1997.
- G.
E. Hintion, M. Revow, and P. Dayan, "Recognizing Handwritten Digits Using
Mixtures of Local Models," Advances in Neural Information Processing
Systems 7, pp. 1015-1022. Cambridge, Mass: MIT Press, 1995.
Elastic bunch graph matching
- L.
Wiskott, J.M. Fellous, N. Kruger and C. von der Malsburg, "Face Recognition
by Elastic Bunch Graph Matching," IEEE Trans. on Pattern Analysis
and Machine Intelligence, Vol. 19, No.7, pp. 775-779, July, 1997.
- L. Wiskott, J. Fellous, N. Kruger,
and C.von der Malsburg, "Face Recognition by Elastic Bunch Graph Matching".
- L.
Wiskott, J.M. Fellous, N. Kruger and C. von der Malsburg, "Face Recognition
by Elastic Bunch Graph Matching," Proceedings of ICIP, Vol. 1, pp. 129-132,
1997.
- A.
Tefas, C. Kotropoulos, and L. Pitas, "Using Support Vector Machines to
Enhance the Perfornance of Elastic Graph Matching for Frontal Face Authentication",
IEEE Trans. on PAMI, Vol. 23, No. 7, pp.735-746, 2001.
- A.
Tefas, C. Kotropoulos and I. Pitas, "Using Support Vector Machines for
Face Authentication Based on Elastic Graph Matching", Proceeding of ICIP,
Vol. 1, pp. 29-32, 2000.
- C.
L. Kotropoulos, A. Tefas, and I. Pitas, "Frontal Face Authentication
Using Discriminating Grids with Morphological Feature Vectors", IEEE
Trans. on MultiMedia, Vol. 2, pp. 14-26, March 2000.
- C.
Kotropoulos, A. Tefas, and I. Pitas, "Frontal Face Authentication Using
Morphological Elastic Graph Matching", IEEE Trans. on Image Processing,
Vol. 9, No. 4, pp. 555-560, April 2000.
- P.
T. Jackway, and M. hamed Deriche, "Scale-Space Properties of the Multiscale
Morphological Dilation-Erosion", IEEE Trans. on PAMI, Vol. 18, No. 1,
pp. 38-51, Jan. 1996.
- M.
Lades, J. C. Vorbruggen, J. Buhmann, J. Lange, C. Malsburg, R. P. Wurtz and
W. Konen. ¡°Distortion Invariant Object Recognition in the Dynamic Link Architecture¡±,
IEEE Trans. on Computers, Vol 42, No. 3, pp 300-311, 1993.
- J.
G. Gaugman, "Complete Discrete 2-D Gabor Transforms by Neural Networks
for Image Analysis and Compression", IEEE Trans. on Acoustics, Speech
and Signal Processing, Vol. 36, No. 7, July 1988.
- B.
Duc, S. Fischer, and J. Bigun, "Face Authentication with Gabor Information
on Deformable Graphs", IEEE Trans. on Image Processing, Vol. 8, No. 4,
pp.504-516, April, 1999.
- N.
Kruger, "An Algorithm for the Learning of Weights in Discrimination Functions
Using a Priori Constraints", IEEE Trans. on PAMI, Vol. 19, No. 7, pp.
764-768, July 1997.
- R.
Lee, J. Liu and J. You, "Face Recognition: Elastic Relation Encoding
and Structural Matching", Proceedings of International Conference
on Systems, Man, and Cybernetics, Vol. 2, pp. 172-177, 1999.
- L.
Wisckott, "Phantom Faces for Face Analysis", Proceedings of ICIP,
Vol. 3, pp. 308-311, 1997.
- I.
R. Fasel, and M. S. Bartlett, "A Comparison of Gabor Filter Methods for
Automatic Detection of Facial Landmarks," Proceedings of International
Conference on Automatic Face and Gesture Recognition, pp. 242-246, 2002.
- W.
Konen, and E. S. Kruger, "ZN-Face: A System for access control using
automatic face recognition," Proceedings of Int. Workshop on Face and
Gusture Recognitino, 1995.
Locally Linear Embedding (LLE)
- S.
T. Roweis and L. K. Saul, "Nonlinear Dimensionality Reduction by Locally
Linear Embedding," Science 290, 2323-2326, 2000.
- L.
K. Saul, S. T. Roweis, "An Introduction to Locally Linear Embedding".
- A.
Hadid, O. Kouropteva, and M. Pietikainen, "Insupervised Learning Using
Locally Linear Embedding: Experiments with Face Pose Analysis," Proceedings
of ICPR, pp. 111-114, Vol. 1, 2002.
- L.
K. Saul and S. T. Roweis, "Think Globally, Fit Locally : Unsupervised
Learning of Nonlinear Manifolds," Technical Report MS CIS-02-18, University
of Pennsylvania, 2003.
- O.
Kouropteva, O. Okun, and M. Pietikainen, "Classification of Handwritten
Digits Using Supervised Locally Linear Embedding algorithm and Support Vector
Machine,"
- J.
B. Tenenbaum, V. D. Silva, and J. C. Langford, "A Global Geometric Framework
for Nonlinear Dimensionality Reduction," Science, 290(5500):2319--2323,
2000.
Active appearance model
- T.
F. Cootes, G. J. Edwards, and C. J. Taylor, "Active Appearance Models,"
IEEE Trans. on PAMI, Vol. 23, No. 6, pp. 681-685, June, 2001.
- T.
F. Cootes, and C. J. Taylor, "Constrained Active Appearance Models,"
Proceedings of ICCV, pp. 748-754, 2001.
- A.
Lanitis, C. J. Taylor, and T. F. Cootes, ¡°Automatic Interpretation and Coding
of Face Images Using Flexible Models,¡± IEEE Trans. on PAMI, Vol. 19,
No. 7, pp. 743-756, July 1997.
- T.
F. Cootes and C. J. Taylor, ¡°Statistical Model of Appearance for Computer
Vision,¡± Technical Report, University of Manchester, Manchester M13
9PT, U. K., 2001.
- M.
B. Stegmann, Active Appearance Models: Theory, Extensions and Cases, Informatics
and Mathematical Modelling, Technical University of Denmark, DTU, Richard
Petersens Plads, Building 321, DK-2800 Kgs. Lyngby, 2000.
- M.
B. Stegmann, R. Fisker, B. K. Ersbøll, On Properties of Active Shape Models,
Informatics and Mathematical Modelling, Technical University of Denmark, DTU,
Richard Petersens Plads, Building 321, DK-2800 Kgs. Lyngby, 2000.
- N.
Costen, T. Cootes, G. Edwards, and C. Taylor, "Simultaneous Extraction
of Functional Face Subspaces,"Proceedings of CVPR, pp. 490-497,
1999.
- Y.
Yacoob and L. Davis, ¡°Recognizing Facial Expressions by Spatio-Temporal Analysis¡±,
Proc. 12th Int¡¯l Conf. Pattern Recognition, Vol. 1, pp. 747-749.
Los Alamitos, Calif.: IEEE CS Press, 1994.
- M. Covell, ¡°Eigen-points: Control-point
location using principle component analysis¡±, In 2nd International Conference
on Automatic Face and Gesture Recognition 1997, pp. 122-127, Killington,
USA, 1996.
- T. F. Cootes, A. Hill, C. J. Taylor
and J. Haslam, "The Use of Active Shape Model for Locating Structures
in Medical Images".
- T.
F. Cootes, G. Edwards and C. J. Taylor, "A Comparative Evaluation of
Active Appearance Model Algorithms", In P. Lewis and M. Nixon, editors,
9 th British Machine Vison Conference, volume 2, pages 680--689, Southampton,
UK, Sept. 1998. BMVA Press.
- A.
Lantis, C.J. Taylor and T.F. Cootes, "A Unified Approach to Coding and
Interpreting Face Images", Proceedings of ICCV, pp. 368-373, 1995.
- T. F. Cootes, C. J. Taylor, D. H. Cooper and J. Graham, "Active
Shape Models-Their Training and Application", CVIU, Vol. 61, No. 1, pp.
38-58, Jan. 1995.
-
Snake
- M. Kass, A. Wttkin, and D. Terzopoulos, "Sankes: Active
Contour Models", International Journal of Computer Vision, pp. 321-331,
1998.
SVM
- A.
Tefas, C. Kotropoulos, and L. Pitas, "Using Support Vector Machines to
Enhance the Perfornance of Elastic Graph Matching for Frontal Face Authentication",
IEEE Trans. on PAMI, Vol. 23, No. 7, pp.735-746, 2001.
- Christopher, and J. C. Burges, "A
Tutorial on Support Vector Machines for Pattern Recognition".
- Y.
Li, S. Gong, amd H. Liddell, "Support Vector Regression and Classification
Based Multi-View Face Detection and Recognition", In IEEE Int. Conf.
Oo Face & Gesture Recognition, pages 300--305, France, 2000.
- Z.
Li, S. Tang, "Face Recognition Using Improved Pairwise Coupling Support
Vector Machine,"
Wavelet
- M.
J. Lyons, J. Budynek, and S. Akamatsu, "Automatic classification of single
facial images", IEEE Trans. on PAMI, pp. 1357-1362, 1999.
- K.
Ma, and Xioou Tang, "Discrete wavelet face graph matching", Proceedings
of ICIP, Vol. 2, pp. 217-220, 2001.
- M.
J. Lyons, J. Budynek, A. Plante, and S. Akamatsu, "Classifying facial
attributes using a 2-D Gabor wavelet representation and discriminant analysis",
Proceedings of IEEE International Conference on Automatic Face and Gesture
Recognition, pp. 202-207, 2000.
- R.
S. Feris, R. M. Cesar, and Jr., "Tracking facial features using Gabor
wavelet networks", Proceedings XIII Brazilian Symposium on Computer Graphics
and Image Processing, pp. 22-27, 2000,
- P.
Kalocsai, H. Neven, and J. Steffens, "Statistical analysis of Gabor-filter
representation", Proceedings of International Conference on Automatic
Face and Gesture Recognition, pp. 360-365, 1998.
- B.
Liu, and R. Chellappa, "Gabor attributes tracking for face verification",
Proceedings of ICIP, Vol. 1, pp. 45-48, 2000.
- C.
Liu, and H. Wechsler, "A Gabor feature classifier for face recognition",
Proceedings of ICCV, Vol. 2, pp. 270-275, 2001.
- O.
Ayinde, and Y. Yang, "Face Recognition Approach Based on Rank Correlation
of Gabor-Filtered Images", Pattern Recognition, Vol. 35, pp.
1275-1289, 2002.
- Y.
Fang, T. Tan, and Y. Wang, "Fusion of Global and Local Features for Face
Verification", Proceedings of ICPR, pp. 382-385, 2002.
- B.
Gokberk, L. Akarun, and E. Alpaydm, "Feature Selection for Pose Invariant
Face Recognition", Proceedings of ICPR, 306-309, 2002.
- H.
Wu, Y. Yoshida and T. Shioyama, "Optimal Gabor Filters for High Speed
Face Identification", Proceedings of ICPR, pp. 107-110, 2002.
- B.
Duc, S. Fischer and J. Bigun, "Face Authentication With Sparse Grid Gabor
Information", Proceedings of ICASSP, Vol. 4, pp. 3053-3056, 1997.
- R.
I. Fasel, M. S. Bartlett, and J. R. Movellan, "A comparison of Gabor
filter methods for automatic detection of facial landmarks", Proceedings
of IEEE International Conference on Automatic Face and Gesture Recognition,
pp. 242-246, 2002.
- V.
Kruger, and A. Happe, and G. Sommer, "Affine real-time face tracking
using Gabor wavelet networks", Proceedings of ICPR, 2002.
- K.
Hotta, T. Mishima, T. Kurita, and S. Umeyama, "Face matching through
information theoretical attention points and its applications to face detection
and classification", Proceedings of International Conference on Automatic
Face and Gesture Recognition, pp. 34-39, 2000.
- S.
Cruz-Llanas, J. Ortega-Garcia, E. Martinez-Torrico, and J. Gonzalez-Rodriguez,
"Comparison of feature extraction techniques in automatic face recognition
systems for security applications", Proceedings of International Carnahan
Conference on Security Technology, pp. 40-46, 2000.
- R.
Fazel-Rezai, and W. Kinsner, "Image analysis and reconstruction using
complex Gabor wavelets", 2000 Canadian Conference on Electrical and Computer
Engineering, Vol. 1, pp. 440-444, 2000.
DCT
- C.
Sanderson, K.K. Paliwal, "Fast feature extraction method for robust face
verification," Electronics Letters , Volume: 38 Issue: 25 ,5, pp. 1648-1650,
Dec 2002.
- Y.
Nagasaka, A. Yoshikawa, and N. Suzumura, "Discrimination among Individuals
Using Orthogonal Transformed Face Image," Proceedings of IEEE International
Conference on Informaiton, Communications and Processing, Sep. 1997.
- Z.
Pan, A. G. Rust, and H. Bolouri, "Image Redundancy for Neural Network
Classification Using Discrete Cosine Transforms," Neural Networks, 2000.
IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference
on , Volume: 3 , 2000.
Edge
- Y.
Gao, and M. K.H. Leung, "Face Recognition Using Line Edge Map",
IEEE Trans. on PAMI, Vol. 24, No. 6, pp. 764-779, June 2002.
- Y.
Gao, M. K.H. Leung, "Line Segement Hausdorff Distance on Face Matching",
Pattern Recognition, Vol. 35, pp. 361-371, 2002.
- D.
P. Huttenlocher, G. A. Klanderman, and W. J. Rucklidge, "Comparing Images
Using the Hausdorff Distance", IEEE Trans. on PAMI, Vol. 15,
No. 9, pp. 850-862, Sep. 1993.
- B.
Takacs, "Comparing Face Images Using The Modified Hausdorff Distance",
Pattern Recognition, Vol. 31, No. 12, pp. 1873-1881, 1998.
- D.
P. Huttemlocher, and W. J. Rucklidge, "A multi-resolution technique for
comparing images using the Hausdorff distance", Proceedings of CVPR,
pp. 705-706, 1993.
- D.
P. Huttemlocher, G. A. Klanderman, and W. J. Rucklidge, "Comparing images
using the Hausdorff distance under translation", Proceedins of CVPR,
pp. 654-656, 1992.
- O.
Jesorsky, K. J. Kirchberg, and R. W. Frischholz, "Robust Face Detection
Using the Hausdorff Distance", Audio- and Video-Based Person Authentication
- AVBPA 2001.
Optical Flow
- X. Liu, T. Chen, and B.V.K. V. Kumar, "Face Authentication
for Multiple Subjects Using Eigenflow," Pattern Recognition, Vol. 36,
pp. 313-328, 2003.
- X.
Liu, T. Chen, and B.V.K. V. Kumar, "On Modeling Variations for Face Authentication,"
Proceedings of IEEE International Conference on Automatic Face and Gesture
Recognition, pp. 384-389, 2002.
Multi-Modalities
- A.
Ross, and A. Jain, "Information Fusion in Biometrics," Pattern Recognition
Letters, pp. 2115-2125, Vol. 24, 2003.
- U.
M. Bubeck, "Multibiometric Authentication-An Overview of Recent Developments,"
2003
- L.
Hong, A. K. Jain, and S. Pankanti, "Can Multibiometrics Improve Performance?",
Proc. of AutoID'99, pp. 59-64, Summit (NJ), USA, Oct. 1999.
- L. Hong and A. K. Jain, "Integrating Faces and Fingerprints
for Personal Identification," IEEE Trans. on PAMI, Vol. 20, No. 12, pp.
1295-1307, 1998.
- L.
I. Kuncheva, C. J. Whitaker, C.A. Shipp, and R.P.W. Duin, "Is Independence
Good for Combining Classifiers?", Proc. of ICPR, Vol. 2, pp. 168-171,
2001.
- A.
K. Jain and A. Ross, "Learning User-Specific Parameters in a Multibiometrics
System," Proc. of ICIP, 2002.
- E.
S. Bigun, J. Bigun, B. Duc, and S. Fischer, "Expert Conciliation for
Multimodal Person Authentication Systems Using Bayesian Statistics,"
Proc. AVBPA'97, pp. 291-300, March, 1997.
- A.
Kumar, D. C. Wong, H. C. Shen, and A. K. Jain, "Personal Verification
using Palmprint and Hand Geometry Biometric," Proc. of AVBPA'03.
- P.
Verlinde, G. Chollet, "Comparing Decision Fusion paradigms Using k-NN
Based Classifiers, Decision Trees and Logistic Regression in Multi-modal Identity
Verification Application," Proc. of AVBPA'99, pp. 188-193, 1999.
- R.
W. Frischholz, and U. Diechmann, "BioID: A Multimodal Biometric Identification
System," IEEE Computer, Vol. 33, No. 2, pp. 64-68, 2000.
- U.
Diechmann, P. Plankensteiner, and T. Wanger, "SESAM: A Biometric Person
Identification System Using Sensor Fusion," Pattern Recognition Letters,
Vol. 18, pp. 827-833, 1997.
- Y.
Wang, T. Tan, and A. K. Jain, "Combining Face and Iris Biometrics for
Identity Verification," Proc. of 4th Int'l Conf. on Audio- and Video-Based
Biometric Person Authentication (AVBPA), Guildford, UK, June 9-11, 2003.
- S.
Prabhakar, and A. K. Jain, "Decision-Level Fusion in Fingerprint Verification,"
Pattern Recognition, Vol. 35, pp. 861-874, 2002.
- J.
Zhou, and D. Zhang, "Face Recognition by Combining Several Algorithms,"
Proc. of ICPR, pp. 497-500, 2002.
- T.
Wark, S. Sridharan, and V. Chandran, "The Use of Temporal Speech and
Lip Information for Multi-Modal Speaker Identification via Multi-Stream HMM's,"
Proc. of ICASSP, Vol. 6, pp. 2389-2392, 2000.
- M.
Tistarelli, E. Grosso, "Active Face Recognition with a Hybrid Approach,"
Pattern Recognition Letters, Vol. 18, pp. 933-946, 1997.
- G.
Valentini, F. Masulli, "Ensembles of Learning Machines."
- S.
Kumar, J. Ghosh, M. M. Crawford, "Hierarchical Fusion of Multiple Classifier
for Hyperspectral Data Analysis," Pattern Analysis & Application,
pp. 210-220, 2002.
- T.
Kam Ho, "The Random Subspace Method for Constructing Decision Forests,"
IEEE Trans. on PAMI, Vol. 20, No. 8, pp. 832-844, August 1998.
- Y.
S. Huang, and C. Y. Suen, "A Method of Combining Multiple Experts for
the Recognition of Unconstrained Handwritten Numerals," IEEE Trans. on
PAMI, Vol. 17, No. 1, pp. 90-94, Jan. 1995.
- K.
Woods, W. Philip Kegelmeyer Jr., and K. Bowyer, "Combination of Multiple
Classifiers Using Local Accuracy Estimates," IEEE Trans. on PAMI, Vol.
19, No. 4, pp. 405-410, April, 1997.
- W.
P. Kegelmeyer, and K. Bowyer, "Combination of Multiple Classifier Using
Local Accuracy Estimates," IEEE Trans. on PAMI, Vol. 19, No. 4, pp. 405-410,
1997.
- P.
Roli, and G. Giacinto, "Design of Multiple Classifier Systems,"
- G.
Giacinto, and F. Roli, "An Approach to the Automatic Design of Multiple
Classifier Systems," Pattern Recognition Letters, Vol. 22, pp. 25-33,
2001.
- L.
I. Kuncheva, "Switching Between Selection and Fusion in Combining Classifiers:
An Experiment," IEEE Trans. on Systems, Man, and Cybernetics, Part B,
Vol. 32, No. 2, April, 2002.
- X.
Jing, D. Zhang, and J. Yang, "Face Recognition Based on A Group Decision-Making
Combination Approach," Pattern Recognition, Vol. 36, pp. 1675-1678, 2003.
- L.
Xu, A. Krzyzak, C. Y. Suen, "Method of Combining Multiple Classifiers
and Their Applications to Handwriting Recognition," IEEE Trans. on System,
Man, and Cybernetics, Vol. 22, No. 3, 418-435, 1992.
- T.
Kam Ho, J. Hull, S. Srihari, "Decision Combination in Multiple Classifier
Systems," IEEE Trans. on PAMI, Vol. 16, No.1, pp. 66-75, Jan. 1994.
- R.
Brunelli, and D. Falavigna, "Person Identification Using Multiple Cues,"
IEEE Trans. on PAMI, Vol. 17, No. 10, pp. 955-966, 1995.
- X.
Lu, A. Jain, "Resampling for Face Recognition," Proc. of AVBPA,
2003.
- J.
Kittler, J. Matas, K. Jonsson, M. Sanchez, "Combining Evidence in Personal
Identity Verification Systems," Pattern Recognition Letters, Vol. 18,
pp. 845-852, 1997.
- S.
B. Yacoub, Y. Abdeljaoud, and E. Mayoraz, "Fusion of Face and Speech
Data for Person Identity Verification," IEEE Transactions on Neural
Networks, pp. 1065-1074, Vol. 10, No. 5, September 1999.
- S.
Ben-Yacoub, Y. Abdeljaoued, and E. Mayoraz, "Fusion of Face and Speech
Data for Person Identity Verification," IDIAP-RR 99-03, 1999.
- J.
Kitter, M. Hatef, R. P. Duin, and J. Matas, "On Combining Classifiers,"
IEEE Trans. on PAMI, pp. 226-239, Vol. 20, No. 3, March, 1998.
- L.
I. Kuncheva, J. C. Bezdek, and R. P.W. Duin, "Decision Templates for
Multiple Classifier Fusion: An Experimental Comparison," Pattern Recognition,
Vol. 34, pp. 299-314, 2001.
- T.
Hothorn, B. Lausen, "Double-Bagging: Combining Classifiers by Boostrap
Aggregration," Pattern Recognition, Vol. 36, pp. 1303-1309, 2003.
- B.
Duc, E. S. Bigun, J. Bigun, G. Maitre, and S. Fischer, "Fusion of audio
and Video Information for Multi Modal Person Authentication," Pattern
Recognition Letters, Vol. 18, pp. 835-843, 1997.
- D.
Genoud, G. Gravier, F. Bimbot, and G. Chollet, "Combining Methods to
Improve Speaker Verification Decision," IDIAP Research Report, 1996.
- J.
Yang, J. Yang, D. Zhang, and J. Lu, "Feature Fusion: Parallel Strategy
vs. Serial Strategy," Pattern Recognition, Vol. 36, pp. 1369-1381, 2003.
- L.
Breiman, "Bagging Predictors," Technical Report, No. 421, Sep. 1994.
- L.I.
Kuncheva, F. Roli, G.L. Marcialis, and C. A. Shipp, "Complexity of Data
Subsets Generated by the Random Subspace Method: An Experimental Investigation,"
Lecture Notes in Computer Science, 2001.
- F.
Roli, G. Giacinto, and G. Vernazza, "Methods for Designing Multiple Classifier
Systems," Proc. of the Second International Conference on Multiple Classifier
Systems, 2001.
- G.
Giacinto, and F. Roli, "Dynamic Classifier Selection," Proc. of
the First International Conference on Multiple Classifier Systems, 2000.
- J.
Kittler, "A Framework for Classifier Fusion: Is it Still Needed?",
2000.
- T.
Kam Ho, "Data Complexity Analysis for Classifier Combination," Proc.
of the Second International Conference on Multiple Classifier System, 2001.
- M.
Skurichina, L. I. Kuncheva, and R.P.W. Duin, "Bagging and Boosting for
the Nearest Mean Classifier: Effects of Sample Size on Diversity and Accuracy,"
Proc. of the Third International Conference on Multiple Classifier System,
2002.
- M.
Skurichina, L. I. Kuncheva, and R.P.W. Duin, "Bagging, Boosting, and
the Random Subspace Method for Linear Classifier," Pattern Analysis and
Applications, 2002.
- D.
Partridge, and W. B. Yates, "Engineering Multiversion Neural-Net Systems,"
Neural Computation Vol. 8, pp. 869-893, 1996.
Pairwise
- T.
Hastie, and R. Tibshirani, "Classification by Pairwise Coupling,"
Advances in Neural Information Processing Systems, 1998.
- M.
Moreira, E. Mayoraz, "Improved Pairwise Coupling Classification with
Correcting Classifiers," IDIAP Research Report, European Conference on
Machine Learning, Ocr. 1997.
- T.
G. Dietterich, "Solving Multiclass Learning Problems vis Error-Correcting
Output Codes," Journal of Artificial Intelligence Research 2 (1995),
pp. 263-286.
- F.
Masulli, nad G. Valentini, "Evaluating Dependence among Output Errors
in EOOC Learning Machines," D.I.S.I. Technical Report DISI-TR-01-05.
Random Subspace
- M.
Skurichina, and R. P. W. Duin, "Bagging, Boosting and the Random Subspace
Method for Linear Classifiers," Pattern Analysis & applications,
pp. 121-135, 2002.
- M.
Skurichina, and R. P.W. Duin, "Bagging and the Random Subspace Method
for Redundant Feature Space," Second International Workshop, MCS 2001
Cambridge, UK, July 2-4, 2001, Proceedings.
- T.
Kam Ho, "Nearest Neighbour in Random Subspace," Intelligent Data
Analysis, 3, pp. 191-209, 1999.
- L.
I. Kuncheva, F. Roli, G.L. Marialis, and C. A. Shipp, "Complexity of
Data Subsets Generated by the Random Subspace Method: An Experimental Investigation,"
Lecture Notes in Computer Science, 2001.
- L.
I. Kuncheva, "Feature Subsets for Classifier Combination: An Enumerative
Experiment," Second International Workshop, MCS 2001 Cambridge, UK, July
2-4, 2001, Proceedings, 2001.
Illuminations
- R. Ramamoorthi, "Analytic PCA Construction for Theoretical
Analysis of Lighting Variability in Images of a Lambertian Object," IEEE
Trans. on PAMI, Vol. 24, No. 10, Oct. pp. 1322-1333, 2002.
- A.
Shanshua, and T. Riklin-Raviv, "The Quotient Image: Class-Based Re-Rendering
and Recognition with Varying Illuminations", IEEE Trans. on PAMI, Vol.
23, No. 2, 2001.
- A.
S. Georghiades, P. N. Belhumeur, and D. J. Kriegman, "From Few to Many:
Illumination Cone Models for Face Recognition under Variable Lighting and
Pose", IEEE Trans. on PAMI, Vol. 23, No. 6, pp. 643-660, June
2001.
- Q.
Zheng and R. Chellapa, "Estimation of Illuminant Direction, Albedo, and
Shape from Shading", IEEE Trans. on PAMI, Vol. 13, No. 7, pp. 680-702,
July 1991.
- H. F. Chen, P. N. Belhumeur,
and D. W. Jacobs, "In Search of Illumination Invariants".
- P.
N. Belhumeur, and D. J. Kriegman, "What is the Set of Images of an Object
Under All Possible Lighting Conditions?", Proceedings of CVPR,
pp. 270-277, 1996.
- A.
S. Georghiades, P. N. Belhumeur, and D. J. Kriegman, "Illumination-Based
Image Synthesis: Creating Novel Images of Human Faces Under Differing Pose
and Lighting", Proceedings of IEEE Workshop on Multi-View Modeling and
Analysis of Visual Scenes, pp. 47-54, 1999.
- A.
Yuile and D. Snow, "Shape and Albedo from Multiple Images Using Integrability",
Proceedings of CVPR, pp. 158-164, 1997.
- P.
N. Belhumeur, D. J. Kriegman, A. L. Yuille, "The Bas-Relief Ambiguity",
Proceedings of CVPR, pp. 1060-1066, 1997.
- D.
W. Jacobs, P. N. Belhumeur, and Ronen Basri, "Comparing Images Under
Variable Illumination", Proceedings of CVPR, pp. 610-617,
- Y. Adini, Y. Moses and S.
Ullman, "Face Recognition: the Problem of Compensating for Changes in
Illumination Direction", IEEE Trans. on PAMI, Vol. 19, No. 7, pp. 721-732,
July 1997.
- Y. Adini, Y. Moses and S.
Ullman, "Face Recognition: the Problem of Compensating for Changes in
Illumination Direction".
- J. J. Atick, P. A. Griffin,
and A. N. Redlich, "Statistical Approach to Shape from Shading: Reconstruction
of 3D Face Surfaces From Single Images".
- R.
Basri, and D. Jacobs, "Lambertian Reflectance and Linear Subspaces",
Tech. Rep..
- W. Zhao, R. Chellappa, "Robust
Face Recognition Using Symmentric Shape-from-Shading".
- W.
Zhao, and R. Chellappa, "SFS Based View Synthesis for Robust Face Recognition",
Proceedings of International Conference on Automatic Face and Gesture Recognition,
pp. 285-292, 2000.
- W.
Zhao, and R. Chellappa, "Illumination-Insensitive Face Recognition Using
Symmetric Shape-from-Shading", Proceedings of CVPR, pp. Vol. 1, 286-293,
2000.
- M.
Bichsel, "Illumination Invariant Object Recognition", Proceedings
of ICIP, pp. 620-623, 1995.
- S. K.Nayar, and H. Murase, "Dimensionality of Illumination
Manifolds in Eigenspace," Technical Reprot CUCS-021-94, 1994.
Expression
- B. Fasel, J. Luettin, "Automatic Facial Expression Analysis:
A Survey," Pattern Recognition, Vol. 36, pp. 259-275, 2003.
- Y.
Tian, T. Kanade, and J. F. Cohn, "Recognizing Action Units for Facial
Expression Analysis", IEEE Trans. on PAMI, Vol. 23, No. 2, pp. 97-115,
Feb. 2001.
- Y.
Liu, K.L. Schmidt, J.F. Cohn, and R.L. Weaver, "Facial Asymmetry Quantification
for Expression Invariant Human Identification," Proceedings of IEEE International
Conference on Automatic Face and Gesture Recognition, pp. 208-214, 2002.
Pose
- K.
Okada, and C. von der Malsburg, "Pose-Invariant Face Recognition with
Parametric Linear Subspaces," Proceedings of IEEE International Conference
on Automatic Face and Gesture Recognition, pp. 71-76, 2002.
- K.
Okada, S. Akamatsu, and C. von der Malsburg, "Analysis and Synthesis
of Pose Variations of Human Faces by a Linear PCMAP Model and its Application
for Pose-Invariant Face Recognition System," Proceedings of International
Conference on Automatic Face and Gasture Recognition, pp. 142-149, 2000.
- S.
Z. Li, X. Peng, X. Hou, H. Zhang, and Q. Cheng, "Multi-View Face Pose
Estimation Based on Supervised ISA Learning," Proceedings of IEEE
International Conference on Automatic Face and Gesture Recognition, pp.
107-121, 2002.
- R.
Gross, I. Matthews, and S. Baker, "Eigen Light-Fields and Face Recognition
Across Pose", Proceedings of IEEE International Conference on Automatic
Face and Gesture Recognition, pp. 3-9, 2002.
- B.
Gokberk, L. Akarun, and E. Alpaydm, "Feature Selection for Pose Invariant
Face Recognition", Proceedings of ICPR, 306-309, 2002.
- V.
Blanz, S. Romdhani, and T. Vetter, "Face Identification across Different
Poses and Illuminations with a 3D Morphable Model," Proceedings of
IEEE International Conference on Automatic Face and Gesture Recognition,
pp. 202-207, 2002.
- S.
Gutta, V. Philomin, and M. Trajkovic, "An Investigation into the use
of Partial-Faces for Face Recognition," Proceedings of International
Conference on Automatic Face and Gesture Recognition, pp. 33-38, 2002.
- Y.
Chang, and Y. Chen, "Textured Polygonal Model Assisted Facial Model Estimation
from Image Sequence," Proceedings of ICIP, pp. 106-109, 2001.
- P.
Yao, and G. Evans, and A. Calway, "Using Affine Correspondence to Estimate
3-D Facial Pose," Proceedings of ICIP, pp. 919-922, 2001.
- S.
Z. Li, Q. Fu, L. Gu, B. Scholkopf, Y. Cheng, and H. Zhang, "Kernel Machine
Based Learning for Multi-View Face Detection and Pose Estimation," Proceedings
of ICCV, pp. 674-679, 2001.
- F.
Wallhoff, S. Muller, and G. Rigoll, "Hybrid Face Recognition Systems
for Profile Views Using the Mugshot Database," Proceedings of IEEE
ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures
in Real-Time Systems, pp. 149-156, 2001.
- F.
Wallhoff, S. Muller, and G. Rigoll, "Recognition of Face Profiles from
the Mugshot Database Using A Hybrid Connectionist/HMM Approach," Proceedings
of ICASSP, pp. 1489-1492, 2001.
- W.
Zhao, and R. Chellappa, "SFS Based View Synthesis for Robust Face Recognition,"
In 4th IEEE Conference on Automatic Face and Gesture Recognition, Grenoble,
France, pp. 285 --292, 2000.
- R.
Gross, J. Yang, and A. Waibel, "Growing Gaussian Mixture Models for Pose
Invariant ProceeFace Recognition," Proceedings of ICPR, pp. 1088-1091,
2000.
- Y.
Gao, M.K.H. Leung, W. Wang and S.C. Hui, "Fast Face Identification under
Varying Pose from A Single 2-D Model View," IEE Proceedings of Vision,
Image, and Signal Processing, Vol. 148, No. 4, pp. 248-253, Aug. 2001.
- M.
C. Lincoln, and A. F. Clark, "Towards Pose-Independent Face Recognition,"
IEE Colloquium on Visual Biometrics, pp. 1-5, 2000.
- G.
J. Edwards, C. J. Taylor, and T. F. Cootes, "Improving Identification
Performance by Integrating Evidence from Sequences," Proceedings of
CVPR, 1999.
- D. B. Graham, and N. M. Allison, "Norm2-Based Face Recognition,"
IEEE, 1999.
- A.
Talukder, and D. Casasent, "Pose-Invariant Recognition of Faces at Unknown
Aspect Views," Proceedings of International Joint Conference on Neural
Networks, Vol. 5, 3286-3290, 1999.
- M.
W. Lee and S. Ranganath, "3D Deformable Face Model for Pose Determination
and Face Synthesis," Proceedings of Image Analysis, pp. 260-265, 1999.
- D.
B. Graham, and N. M. Allinson, "Face Recognition from Unfamiliar Views:
Subspace Methods and Pose Dependency," Proceedings of Inernational Conference
on Automatic Face and Gesture Recognition, pp. 348-353, 1998.
- Z.
Biuk, and S. Loncaric, "Face Recognition from Multi-Pose Image Sequence,"
Proceedings of Image and Signal Processing and Analysis, pp. 319-324. 2001.
- S.
Duvdevani-Bar, S. Edelman, A. J. Howell, and H. Buxton, "A Similarity-Based
Method for the Generalization of Face Recognition over Pose and Expressioin,"
Proceeding of IEEE International Conference on Automatic Face and Gesture
Recognition, pp. 118-123, 1998.
- K.
Hattori, S. Matsumori, and Y. Sato, "Estimating Pose of Human Face Based
on Symmetry Plane Using Range and Intensity Images," Proceedings of ICPR,
pp. 1183-1187, 1998.
- Y.
Li, S. Gong, and H. Liddell, "Modelling Faces Dynamically Across Views
and Over Time," Proceedings of ICCV, pp. 554-559, 2001.
- S.
Romdhani, S. Gong, and A. Psarrou, "A Generic Face Appearance Model of
Shape and Texture Under Very Large Pose Variations from Profile to Profile
Views," Proceedings of ICPR, pp. 1060-1063, 2000.
- S.
Gong, S. McKenna, and J. J. Collins, "An Investigation into Face Pose
Distributions," Proceedings of IEEE International Conference on Automatic
Face and Gesture Recognition, pp.265-270, 1996.
- E.
Lange and K. Kyuma, "Real-time Facial Pose Estimation Using Eigenspace
Analysis in a Low-Dimensional Projection-Domain Image Representation,"
Proceedings of IEEE International Conference on Systems, Man, and Cybernetics,
pp. 330-335, 1999.
3D Face
- Yingjie
Wang; Chin-Seng Chua; Yeong-Khing Ho; Ying Ren, "Integrated 2D and 3D
images for face recognition", Proceedings of International Conference
on Image Analysis and Processing, pp. 48-53, 2001.
- I.
Weiss, and M. Ray, "Model-Based Recognition of 3D Objects From Single
Images", IEEE Trans. on PAMI, Vol. 23, No. 2, pp. 116-128, Feb. 2001.
- D.
Nandy, and J. Ben-Arie, "Recovery of 3-D Face structure Using Recognition,"
Proceedings of ICPR, pp. 1104-1108, 2000.
- G.
Wei, and G. Hirzinger, "Parametric Shape-from-Shading by Radial Basis
Functions", IEEE Trans. on PAMI, Vol. 19, No. 4, pp. 353-365, April 1997.
Face Age
Gender
Face Recognition From Video
- Y.
Li, S. Gong, and H. Liddell, "Video-Based Online Face Recognition Using
Identity Surfaces," Proceedings of IEEE ICCV Workshop on Recogntion,
Analysis, and Tracking of Faces and Gestures in Real-Time Systems, pp.
40-46, 2001
- V.
Kruger, Z. Shaohua, "Exemplar-based face recognition from video",
Proceedings of IEEE, Automatic Face and Gesture Recognition, pp. 182-187,
2002.
- Z.
Shaohua, V. Krueger, and R. Chellappa, "Face recognition from video:
a CONDENSATION approach", Proceedings of IEEE, Automatic Face and Gesture
Recognition, pp. 221-226, 2002.
- B.
Raytchev, and H. Murase, "Unsupervised face recognition from image sequences",
Proceedings of IEEE, ICIP, Vol. 1, pp. 1042-1045, 2001.
- L.
Chen, H. Liao and J. Lin, "Person identification using facial motion",
Proceedings of IEEE, ICIP, Vol. 1, pp. 677-680, 2001.
- H.Wechsler,
V. Kakkad, J. Huang, S. Gutta, and V. Chen, "Automatic video based person
authentication using the rbf network", Proceedings of International Conference
on Audio- and Video-based Biometric Person Authentication, pp. 85-92, 1997.
- S.
McKenna and S. Gong. Non-intrusive person authentication for access control
by visual tracking and face recognition. In Proc. IAPR International Conference
on Audio-Video Based Biometric Person Authentication, pp. 177-184, Crans-Montana,
Switzerland, March 1997.
- A.
Howell, and H. Buxton, "Towards unconstrained face recognition from image
sequences", Proceedings of British Machine Vision Conference, pp. 455-464,
1996.
- S.
Nakamura, "Statistical Multimodal Integration for Audio-Visual Speech
Processing," IEEE Transaction on Neural Networks, Vol. 13, No. 4, pp.
854-866, July 2002.
- S.
Satoh, and N. Katayama, "An Efficient Implementation and Evaluation of
Robust Face Sequence Matching," Proceedings of Image Analysis, pp. 266-271,
1999.
Face detection
- D.
Maio, and D. Maltoni, "Real-Time Face Location on Gray-Scale Static Images",
Pattern Recognition, Vol. 33, pp. 1525-1539, 2000.
- R.
Feraud, O. J. Bernier, J. Viallet and M. Collobert, "A Fast and Accurate
Face Detector Based on Neural Networks", IEEE Trans. on PAMI, Vol. 23,
No. 1, pp.42-53, Jan. 2001.
- A.
Mohan, C. Papageorgiou, and T. Poggio, "Example-Based Object Detection
in Images by Components", IEEE Trans. on PAMI, Vol. 23, No. 4, pp. 349
-361, April 2001.
- K.
Sung and T. Poggio, "Example-Based Learning for View-Based Human Face
Detection", Vol. 20, No. 1, pp. 39-51, Jan. 1998.
- J.
Terrillon, M. N. shirazi, H. Fukamachi, and S. Akamatsu, "Comparative
Performance of Different Skin Chrominance Modelsand Chrominance Spaces for
the Automatic Detection of Human Faces in Color Images",Proceedings
of International Conference on Automatic Face and Gesture Recognition,
pp. 54-61, 2000.
- T.
Yoo, and I. Oh, "A Fast Algorithm for Tracking Human Faces Based on Chromatic
Histograms", Pattern Recognition Letters, Vol. 20, pp. 967-978, 1999.
- J.
Wang, E. Sung, "Frontal-View Face Detection and Facial Feature Extraction
Using Color and Morphological Operations", Pattern Recogntion Letters,
Vol. 20, pp. 1053-1068, 1999.
- Q.
B. Sun, W. M. Huang, and J. K. Wu, "Face Detection Based on Color and
Local Symmetry Information", Proceedings of International Conference
on Automatic Face and Gesture Recognition, pp. 130-135, 1998.
- D.
Roth, M. Yang and N. Ahuja, "A SNoW-Based Face Detector", In Advances
in Neural Information Processing Systems 12 (NIPS 12), Cambridge, MA, 2000.
MIT Press.
- C.
Nastar, B. Moghaddam, and A. Pentland, "Generalized Image Matching: Statistical
Learning of Physically-Based Deformations", In Proceedings of the Fourth
European Conference on Computer Vision (ECCV'96), Cambridge, UK, April 1996.
- B.
Scassellati, "Eye Finding via Face Detection for a Foveated, Active Vision
System", In Proceedings of the Fifteenth National Conference on Artificial
Intelligence, Madison, WI, July 1998.
- O.
Jesorsky, K. J. Kirchberg, and R. W. Frischholz, "Robust Face Detection
Using the Hausdorff Distance", Audio- and Video-Based Person Authentication
- AVBPA 2001.
- Y.
Li, S. Gong, amd H. Liddell, "Support Vector Regression and Classification
Based Multi-View Face Detection and Recognition", In IEEE Int. Conf.
Oo Face & Gesture Recognition, pages 300--305, France, 2000.
- Andrew
and W. Senoir, "Face and Feature Finding for a Face Recognition System",
In Second International Conference on Audio- and Video-based Biometric
Person Authentication, March 1999.
- S.
Spors, and R. Rabenstein, "A real-time face tracker for color video",
Proceedings of ICASSP, Vol. 3, pp. 1493-1496, 2001.
- J.
Yang, and A. Waibel, "A Real-Time Face Tracker", Proceedings 3rd
IEEE Workshop on , pp. 142-147, 1996.
- A.
Jacquin, and A. Eleftheriadis, "Automatic Location Tracking of Faces
and Facial Features in Video Sequences", Proc. IWAFGR95, June 1995.
Sketch
- R.G.
Uhl and N.d.V. Lobo, "A Framework for Recognizing a Facial Image from
A Police Sketch," Proceedings, IEEE Conference on Computer Vision
and Pattern Recognition, pp. 586-593, 1996.
- "Example-Based Automatic
Portraiture".
- H. Chen, Y. Q. Xu, H. Y. Shum,
S. C. Zhu, and N. N. Zhen, "Example-based Facial Sketch Generation with
Non-Parametric Sampling", Proc. Int'l Conference on Computer Vision,
Vancouver, Canada, July 2001.
- W.
T. Freeman, J. B. Tenenbaum, and E. Pasztor. ¡°An Example based approach to
style translation for line drawings,¡± Technical Report 11, MERL Technical
Report, Cambridge, MA, Feb. 1999.
- H. Koshimizu, M. Tominaga, T.
Fujiwara, and K. Murakami. ¡°On Kansei Facial Processing for Computerized
Facial Caricaturing System PICASSO,¡± IEEE International Conference on Systems,
Man, and Cybernetics, Vol. 6, pp. 294-299, 1999.
- Y.
Li and H. Kobatake, ¡°Extraction of Facial Sketch Based on Morphological Processing,¡±
IEEE International Conference on Image Processing, Vol. 3, pp. 316-319, 1997.
- S. Iwashita, Y. Takeda, and T.
Onisawa, ¡°Expressive Facial Caricature Drawing¡±, IEEE International
Conference on Fuzzy Systems, Vol. 3, pp. 1597-1602, 1999.
- W. Konen, "Comparing Facial
Line Drawings with Gray-Level Images: A Case Study on PHANTOMAS," Proceedings,
International Conference on Artifical Neural Networks, pp. 727-734, 1996.
- W.
Konen, and E. S. Kruger, "ZN-Face: A System for access control using
automatic face recognition," Proceedings of Int. Workshop on Face and
Gusture Recognitino, 1995.
Image synthesis and analysis
- B.
Hwang, and S. Lee, "Reconstruction of Partially Damaged Face Images Based
on a Morphable Face Model," IEEE Trans. on PAMI, pp. 365-372, Vol. 25,
No. 3, March 2003.
- B.
Tiddeman, M. Burt, and D. Perrett, "Prototyping and Transforming Facial
Textures for Perception Research", IEEE Computer Graphics and Applications,
Vol. 21, pp. 42-50, July-Aug, 2001.
- T.
Vetter and T. Poggio, "Linear Object Classes and Image Synthesis From
a Single Example Image", IEEE Trans. on PAMI, Vol. 19, No. 7, July 1997.
- S.
Ullman, and R. Basri, "Recognition by Linear Combinations of Models",
IEEE Trans. on PAMI, Vol. 13, No. 10, Oct. 1991.
- M.
J. Jones and T. Poggio, "Model-Based Matching by Linear Combinations
of Prototypes", AI Memo 1583, AI Laboratory, MIT, 1996.
- T.
Ezzat and T. Poggio, "Facial Analysis and Synthesis Using Image-Based
Models", Proceedings of the Second International Conference on Automatic
Face and Gesture Recognition, pp. 116-121, Oct. 1996.
- T.
Vetter, "Learning Novel Views to a Single Face Image," Proceedings
of International Conference on Automatic Face and Gesture Recognition, pp.
22-27, 1996.
- D.
Beynner and T. Poggio, "Face Recognition From One Example View",
Proceedings of CVPR, pp. 500-507, 1995.
- D.
Beymer, A. Shashua, and T. Poggio, "Example Based Analysis and Synthesis",
A. I. Memo No. 1,431, Artificial Intelligence Laboratory, MIT, 1993.
- T.
Poggio amd R. Nrunelli, "A Novel Approach to Graphics",
AI Memo 1354, C.B.I.P Paper 71, MIT, 1992.
- B.
Hwang, and S. Lee, "Face Reconstruction with a Morphable Face Model",
IEEE, 2002.
- V.
Blanz, and T. Vetter, "Morphable Model for the synthesis of 3d faces",
In SIGGRAPH99, pages 187--194, 1999.
- Y.
Saito, Y. Kenmochi, and K. Kotani, "Estimation of Eyeglassless Facial
Images Using Principal Component Analysis", Proceedings of ICIP, pp.
197-201, Oct. 1999.
-
Hallucination Face
- C.
Liu, H. Shum, and C. Zhang, " A two-step approach to hallucinating faces:
global parametric model and local nonparametric model", Proceedings of
CVPR, pp. 192-198, 2001.
- S.
Baker, and T. Kanade, "Hallucinating faces", Automatic Face and
Gesture Recognition, 2000. Proceedings. Fourth IEEE International Conference
on , 2000.
- S.
Baker, and T. Kanade, "Hallucinating Face", Technical Report CMU-RI-TR-99-32,
Robotics Inst. Carnege Mellon Univ., 1999.
- S.
Baker, and T. Kanade, "Super-Resolution Optical Flow", Technical
Report CMU-RI-TR-99-36, Robotics Inst. Carnege Mellon Univ., 1999.
- S.
Baker, and T. Kanade, "Limits on Super-Resolution and How to Break Them",
Proceedings of IEEE, CVPR, 2000.
- B.
K. Gunturk, A. U. Batur, Y. Altunbasak, M. H. Hayes, and R. M. Mersereau,
"Eigenface-Based Super-Resolution for Face Recognition", Proceedings
of ICIP, 2002.
- B.
K. Gunturk, A. U. Batur, Y. Altunbasak, M. H. Hayes, and R. M. Mersereau,
"Eigenface-Based Super-Resolution for Face Recognition", IEEE Trans.
on Image Processing, pp. 597-606, Vol. 12, No. 5, May 2003.
Image Warpping and Morphing
Psychology
- T.
Montoute and G. Tiberghien, "Unconscious Familiarity and Local Context
Effects on Low-Level Face Processing: A Reconstruction Hypothesis",
- G. Pike, R. Kemp, and N. Brace, "The Psychology of Human
Face Recognition".
- A.
M. Burton, P. Miller, V. Bruce, P.J.B. Hancock, and Z. Henderson, "Human
and Automatic Face Recognition: A Comparison Across Image Formats", Vision
Research, Vol. 41, pp. 3185-3195, 2001.
Others
- A.
K. Jain, R. P.W. Duin, and J. Mao, "Statistical Pattern Recognition:
A Review", IEEE Trans. on PAMI, Vol. 22, No. 1, Jan. 2000.
- N.
Giusti, F. Masulli, and A. Sperduti, "Theoretical and Experimental Analysis
of a Two-Stage System for Classification," IEEE Trans. on PAMI, Vol.
24, No. 7, pp. 893-904, July 2002.
- R.
Cappelli, D. Maio, and D. Maltoni, "Multispace KL for Pattern Representation
and Classification", IEEE Trans. on PAMI, Vol. 23, No. 9, Sept. 2001.
- K.
Chang and J. Ghosh, "A Unified Model for Probabilistic Principal Surfaces",
IEEE Trans. on PAMI, Vol. 23, No. 1, pp. 22-41, Jan. 2001.
- W.
Hwang, J. Weng, "Hierarchical Discriminant Regression", IEEE
Trans. on PAMI, Vol. 22, No. 11, pp. 1277-1293, Nov. 2000.
- A.
M. Martinez, "Recognizing Imprecisely Localized, Partially Occluded,
and Expression Variant Faces from A Single Sample per Class," IEEE Trans.
on PAMI, Vol. 24, No. 6, June 2002.
- D. J. Marchette, and C. E. Priebe, "Characterizing the
Scale Dimension of High-Dimensional Classification Problem," Pattern
Recognition, Vol. 36, pp. 45-60, 2003.
- D.
Freedman, "Efficient Simplicial Reconstructions of Manifolds from Their
Samples," IEEE Trans. on PAMI, Vol. 24, No. 10, pp. 1349-1357, Oct. 2002.
- R.
T. Whitaker, and J. Gregor, "A Maximum-Likehood Surface Estimator for
Dense Range Data," IEEE Trans. on PAMI, Vol. 24, No. 10, pp. 1372-1387,
Oct. 2002.
- B. Raytchev, and H. Murase, "Unsupervised Face Recognition
by Associative Chaining," Pattern Recognition, Vol. 26, pp. 245-257,
2003.
- J.
Lu, and K.N. Plataniotis, "Boosting Face Recognition on A Large-Scale
Database," Proceedings of ICIP, pp. 109-112, 2002.
- D.
L. Swets and J. Weng, ¡°Discriminant Analysis and Eigenspace Partition Tree
for Face and Object Recognition from Views¡±, Proceedings of International
Conference on Automatic Face Gesture Recognition, pp. 192-197, 1996.
- X.
Jia, and M. S. Nixon, "Extending the Feature Vector for Automatic Face
Recognition", IEEE Trans. on PAMI, Vol. 17, No. 12, pp. 1167-1175, Dec.
1995.
- O.
D. Vel, and S. Aeberhard, "Line-Based Face Recognition Under Varying
Pose", IEEE Trans. on PAMI, Vol. 21, No. 10, pp. 1087-1088, Oct. 1999.
- K.
Lam, and H. Yan, "An Analytic-to-Holistic Approach for Face Recognition
Based on a Single Frontal View", IEEE Trans. on PAMI, Vol. 20,
No. 7, pp.673-686, 1998.
- J.
Ben-Arie, and D. Nandy, "A Volumetric/Iconic Frequency Domain Representation
for Objects With Application for Pose Invariant Face Recognition", IEEE
Trans. on PAMI, Vol. 20, No. 5, pp. 449-457, May 1998.
- N.
Kruger, "An Algorithm for the Learning of Weights in Discrimination Functions
Using a Priori Constraints", IEEE Trans. on PAMI, Vol. 19, No. 7, pp.
764-768, July 1997.
- M.
Bichsel, and A. Pentland, ¡°Human face recognition and the face image set¡¯s
topology¡±, CVGIP: Image Understanding, Vol. 59, pp. 254-261, 1994.
- L.
H. Staib, and J. S. Duncan, "Boundary Finding with Parameterically Deformable
Models", IEEE Trans. on PAMI, vol. 14, No. 11, pp. 1061-1075,
Nov. 1992.
- E.
Demir, L. Akarun, and E. Alpaydin, "Two-Stage Approach for Pose Invariant
Face Recognition", Proceedings of ICASSP, Vol. 4, pp. 2342-2344, 2000.
- D.
A. Socolinsky, and A. Selinger, "A Comparative Analysis of Face Recogntion
Performance with Visible and Thermal Infrared Imagery", Proceedings of
ICPR, pp. 217-222, 2002.
- X.
Liu, and A. Srivastava, "A Spectral Representation for Appearance-Based
Classification and Recognition", Proceedings of ICPR, pp. 37-40, 2002.
- S.
Singh, M. Singh, and M. Markou, "Feature Selection for Face Recognition
Based on Data Partitioning", Proceedings of ICPR, 2002.
- T.
Sim, S. Baker, and M. Bsat, "The CMU Pose, Illumination, and Expression
(PIE) Database," Proceedings of IEEE International Conference on Automatic
Face and Gesture Recognition, pp. 46-51, 2002.
- A.
S. Tolba, and A. N. Abu-Rezq, "Combined Classifiers for Invariant Face
Recognition," IEEE, 1999.
- N.
Thian, S. Marcel, and S. Bengio, "Improving Face Authentication Using
Virtual Samples," Proceedings of ICASSP, pp. 233-236, 2003.