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As part of this bimonthly processing,
ScienceWatch.com selects the Research Fronts with the largest absolute
increase in size in each of the 22 major
fields covered by
Essential Science IndicatorsSM
from Thomson
Reuters. The size of a research front is determined by the number of
core papers it contains. This Research Front on FACE RECOGNITION from the field of
Computer Science was
selected for mapping from the list of Top Topics for June 2008
(data from the first bimonthly period of
2008). The map is a diagrammatic
representation of the 33 core papers comprising the front
in
Computer Science. Each circle
represents a highly cited paper whose bibliographic information is displayed
when the user clicks on the circle. The lines between circles represent the
strongest co-citation links for each paper (that is, indicating that the papers
are frequently cited together). Papers close to each other on the map are
generally more highly co-cited. The most recent paper(s) are indicated in pink.
Core Papers Label: Hsu-2002
Title: A comparison of methods for multiclass support vector machines
Journal: IEEE TRANS NEURAL NETWORKS, 13 (2): 415-425 MAR 2002
Citations: 300
Authors: Hsu, CW;Lin, CJ
Addresses:
Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei 106, Taiwan
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Label: Bartlett-2002
Title: Face recognition by independent component analysis
Journal: IEEE TRANS NEURAL NETWORKS, 13 (6): 1450-1464 NOV 2002
Citations: 109
Authors: Bartlett, MS;Movellan, JR;Sejnowski, TJ
Addresses:
Univ Calif San Diego, La Jolla, CA 92093 USA
Univ Calif San Diego, La Jolla, CA 92093 USA
Salk Inst Biol Studies, Howard Hughes Med Inst, La Jolla, CA 92037 USA
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Label: Liu-2002
Title: Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
Journal: IEEE TRANS IMAGE PROCESSING, 11 (4): 467-476 APR 2002
Citations: 95
Authors: Liu, CJ;Wechsler, H
Addresses:
New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
George Mason Univ, Dept Comp Sci, Fairfax, VA 22030 USA
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Label: Lu-2003
Title: Face recognition using kernel direct discriminant analysis algorithms
Journal: IEEE TRANS NEURAL NETWORKS, 14 (1): 117-126 JAN 2003
Citations: 68
Authors: Lu, JW;Plataniotis, KN;Venetsanopoulos, AN
Addresses:
Univ Toronto, Multimedia Lab, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
Univ Toronto, Multimedia Lab, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
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Label: He-2005
Title: Face recognition using Laplacianfaces
Journal: IEEE TRANS PATT ANAL MACH INT, 27 (3): 328-340 MAR 2005
Citations: 58
Authors: He, XF;Yan, SC;Hu, YX;Niyogi, P;Zhang, HJ
Addresses:
Univ Chicago, Dept Comp Sci, 1100 E 58th St, Chicago, IL 60637 USA
Univ Chicago, Dept Comp Sci, Chicago, IL 60637 USA
Beijing Univ, Sch Math Sci, Dept Appl Math, Beijing 100871, Peoples R China
Microsoft Res Asia, Beijing 100080, Peoples R China
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Label: Yang-2003
Title: Why can LDA be performed in PCA transformed space?
Journal: PATT RECOG, 36 (2): 563-566 FEB 2003
Citations: 58
Authors: Yang, H;Yang, JY
Addresses:
Nanjing Univ Sci & Technol, Dept Comp Sci, Nanjing 210094, Peoples R China
Nanjing Univ Sci & Technol, Dept Comp Sci, Nanjing 210094, Peoples R China
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Label: Lu-2003
Title: Face recognition using LDA-based algorithms
Journal: IEEE TRANS NEURAL NETWORKS, 14 (1): 195-200 JAN 2003
Citations: 54
Authors: Lu, JW;Plataniotis, KN;Venetsanopoulos, AN
Addresses:
Univ Toronto, Multimedia Lab, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
Univ Toronto, Multimedia Lab, Edward S Rogers Sr Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
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Label: Lanckriet-2004
Title: Learning the kernel matrix with semidefinite programming
Journal: J MACH LEARN RES, 5: 27-72 JAN 2004
Citations: 46
Authors: Lanckriet, GRG;Cristianini, N;Bartlett, P;El Ghaoui, L;Jordan, MI
Addresses:
Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
Univ Calif Davis, Dept Stat, Davis, CA 95616 USA
Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[Back to Map]
Label: Er-2002
Title: Face recognition with radial basis function (RBF) neural networks
Journal: IEEE TRANS NEURAL NETWORKS, 13 (3): 697-710 MAY 2002
Citations: 44
Authors: Er, MJ;Wu, SQ;Lu, JW;Toh, HL
Addresses:
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
Innovat Ctr, Ctr Signal Proc, Singapore 637722, Singapore
Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
[Back to Map]
Label: Yang-2005
Title: KPCA plus LDA: A complete kernel fisher discriminant framework for feature extraction and recognition
Journal: IEEE TRANS PATT ANAL MACH INT, 27 (2): 230-244 FEB 2005
Citations: 44
Authors: Yang, J;Frangi, AF;Yang, JY;Zhang, D;Jin, Z
Addresses:
Nanjing Univ Sci & Technol, Dept Comp Sci, Nanjing 210094, Peoples R China
Nanjing Univ Sci & Technol, Dept Comp Sci, Nanjing 210094, Peoples R China
Pompeu Fabra Univ, Dept Technol, Computat Imaging Lab, E-08003 Barcelona, Spain
Hong Kong Polytech Univ, Dept Comp, Kowloon, Hong Kong, Peoples R China
Univ Autonoma Barcelona, Ctr Comp Vis, E-08193 Barcelona, Spain
[Back to Map]
Label: Moghaddam-2002
Title: Principal manifolds and probabilistic subspaces for visual recognition
Journal: IEEE TRANS PATT ANAL MACH INT, 24 (6): 780-788 JUN 2002
Citations: 42
Authors: Moghaddam, B
Addresses:
Mitsubishi Elect Res Lab, 201 Broadway, Cambridge, MA 02139 USA
Mitsubishi Elect Res Lab, Cambridge, MA 02139 USA
[Back to Map]
Label: Cevikalp-2005
Title: Discriminative common vectors for face recognition
Journal: IEEE TRANS PATT ANAL MACH INT, 27 (1): 4-13 JAN 2005
Citations: 41
Authors: Cevikalp, H;Neamtu, M;Wilkes, M;Barkana, A
Addresses:
Vanderbilt Univ, Dept Elect Engn & Comp Sci, Box 131,Stn B, Nashville, TN 37235 USA
Vanderbilt Univ, Dept Elect Engn & Comp Sci, Nashville, TN 37235 USA
Vanderbilt Univ, Dept Math, Ctr Construct Approximat, Stevenson Ctr 1326, Nashville, TN 37240 USA
Osmangazi Univ, Dept Elect & Elect Engn, TR-26480 Eskisehir, Turkey
[Back to Map]
Label: Draper-2003
Title: Recognizing faces with PCA and ICA
Journal: COMPUT VIS IMAGE UNDERSTAND, 91 (1-2): 115-137 JUL-AUG 2003
Citations: 37
Authors: Draper, BA;Baek, K;Bartlett, MS;Beveridge, JR
Addresses:
Colorado State Univ, Dept Comp Sci, Ft Collins, CO 80523 USA
Colorado State Univ, Dept Comp Sci, Ft Collins, CO 80523 USA
Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
Univ Calif San Diego, Inst Neural Computat, La Jolla, CA 92037 USA
[Back to Map]
Label: Liu-2004
Title: Gabor-based kernel PCA with fractional power polynomial models for face recognition
Journal: IEEE TRANS PATT ANAL MACH INT, 26 (5): 572-581 MAY 2004
Citations: 37
Authors: Liu, CJ
Addresses:
New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
[Back to Map]
Label: Rifkin-2004
Title: In defense of one-vs-all classification
Journal: J MACH LEARN RES, 5: 101-141 JAN 2004
Citations: 37
Authors: Rifkin, R;Klautau, A
Addresses:
Honda Res Inst USA, 145 Tremont St, Boston, MA 02111 USA
Honda Res Inst USA, Boston, MA 02111 USA
Univ Calif San Diego, La Jolla, CA 92093 USA
[Back to Map]
Label: Liu-2003
Title: Independent component analysis of Gabor feature's for face recognition
Journal: IEEE TRANS NEURAL NETWORKS, 14 (4): 919-928 JUL 2003
Citations: 36
Authors: Liu, CJ;Wechsler, H
Addresses:
New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
George Mason Univ, Dept Comp Sci, Fairfax, VA 22030 USA
[Back to Map]
Label: Wang-2004
Title: A unified framework for subspace face recognition
Journal: IEEE TRANS PATT ANAL MACH INT, 26 (9): 1222-U3 SEP 2004
Citations: 35
Authors: Wang, XG;Tang, XO
Addresses:
Chinese Univ Hong Kong, Dept Informat Engn, HSH, 826B, Shatin, Hong Kong, Peoples R China
Chinese Univ Hong Kong, Dept Informat Engn, HSH, Shatin, Hong Kong, Peoples R China
[Back to Map]
Label: Howland-2004
Title: Generalizing discriminant analysis using the generalized singular value decomposition
Journal: IEEE TRANS PATT ANAL MACH INT, 26 (8): 995-1006 AUG 2004
Citations: 27
Authors: Howland, P;Park, H
Addresses:
Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
[Back to Map]
Label: Wu-2004
Title: Probability estimates for multi-class classification by pairwise coupling
Journal: J MACH LEARN RES, 5: 975-1005 AUG 2004
Citations: 27
Authors: Wu, TF;Lin, CJ;Weng, RC
Addresses:
Natl Taiwan Univ, Dept Comp Sci, Taipei 106, Taiwan
Natl Taiwan Univ, Dept Comp Sci, Taipei 106, Taiwan
Natl Chengchi Univ, Dept Stat, Taipei 116, Taiwan
[Back to Map]
Label: Fan-2005
Title: Working set selection using second order information for training support vector machines
Journal: J MACH LEARN RES, 6: 1889-1918 DEC 2005
Citations: 24
Authors: Fan, RE;Chen, PH;Lin, CJ
Addresses:
Natl Taiwan Univ, Dept Comp Sci, Taipei 106, Taiwan
Natl Taiwan Univ, Dept Comp Sci, Taipei 106, Taiwan
[Back to Map]
Label: Lanckriet-2004
Title: A statistical framework for genomic data fusion
Journal: BIOINFORMATICS, 20 (16): 2626-2635 NOV 1 2004
Citations: 24
Authors: Lanckriet, GRG;De Bie, T;Cristianini, N;Jordan, MI;Noble, WS
Addresses:
Univ Washington, Hlth Sci Ctr, Dept Genome Sci, Box 357730,1705 NE Pacific St, Seattle, WA 98195 USA
Univ Washington, Hlth Sci Ctr, Dept Genome Sci, Seattle, WA 98195 USA
Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Stat, Div Comp Sci, Berkeley, CA 94720 USA
Katholieke Univ Leuven, ESAT SCD, Dept Elect Engn, B-3001 Louvain, Belgium
Univ Calif Davis, Dept Stat, Davis, CA 95618 USA
[Back to Map]
Label: Kim-2005
Title: Locally linear discriminant analysis for multimodally distributed classes for face recognition with a single model image
Journal: IEEE TRANS PATT ANAL MACH INT, 27 (3): 318-327 MAR 2005
Citations: 23
Authors: Kim, TK;Kittler, J
Addresses:
Samsung Adv Inst Technol, Comp Lab, San 14-1, Yongin 449712, Kyungki Do, South Korea
Samsung Adv Inst Technol, Comp Lab, Yongin 449712, Kyungki Do, South Korea
Univ Surrey, Ctr Vis Speech & Signal Proc, Surrey GU2 7XH, England
[Back to Map]
Label: Xiong-2005
Title: Optimizing the kernel in the empirical feature space
Journal: IEEE TRANS NEURAL NETWORKS, 16 (2): 460-474 MAR 2005
Citations: 23
Authors: Xiong, HL;Swamy, MNS;Ahmad, MO
Addresses:
Concordia Univ, Dept Elect & Comp Engn, Ctr Commun & Signal Proc, Montreal, PQ H3G 1M8, Canada
Concordia Univ, Dept Elect & Comp Engn, Ctr Commun & Signal Proc, Montreal, PQ H3G 1M8, Canada
[Back to Map]
Label: Howland-2003
Title: Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition
Journal: SIAM J MATRIX ANAL APPLICAT, 25 (1): 165-179 2003
Citations: 21
Authors: Howland, P;Jeon, M;Park, H
Addresses:
Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
Univ Calif Santa Barbara, Dept Comp Sci, Santa Barbara, CA 93106 USA
[Back to Map]
Label: Ye-2005
Title: A two-stage linear discriminant analysis via QR-decomposition
Journal: IEEE TRANS PATT ANAL MACH INT, 27 (6): 929-941 JUN 2005
Citations: 20
Authors: Ye, JP;Li, Q
Addresses:
Univ Minnesota Twin Cities, Dept Comp Sci & Engn, 4-192 EE CSCI Bldg,200 Union St SE, Minneapolis, MN 55455 USA
Univ Minnesota Twin Cities, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
Univ Delaware, Dept Comp & Informat Sci, Newark, DE 19716 USA
[Back to Map]
Label: Lu-2005
Title: Regularization studies of linear discriminant analysis in small sample size scenarios with application to face recognition
Journal: PATTERN RECOGNITION LETT, 26 (2): 181-191 JAN 15 2005
Citations: 19
Authors: Lu, JW;Plataniotis, KN;Venetsanopoulos, AN
Addresses:
Univ Toronto, Edward S Rogers Sr Dept Elect & Comp Engn, Bell Canada Multimedia Lab, Toronto, ON M5S 3G4, Canada
Univ Toronto, Edward S Rogers Sr Dept Elect & Comp Engn, Bell Canada Multimedia Lab, Toronto, ON M5S 3G4, Canada
[Back to Map]
Label: Tsang-2005
Title: Core vector machines: Fast SVM training on very large data sets
Journal: J MACH LEARN RES, 6: 363-392 APR 2005
Citations: 18
Authors: Tsang, IW;Kwok, JT;Cheung, PM
Addresses:
Hong Kong Univ Sci & Technol, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
Hong Kong Univ Sci & Technol, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
[Back to Map]
Label: Ye-2005
Title: Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems
Journal: J MACH LEARN RES, 6: 483-502 APR 2005
Citations: 11
Authors: Ye, JP
Addresses:
Univ Minnesota, Dept Comp Sci, Minneapolis, MN 55455 USA
Univ Minnesota, Dept Comp Sci, Minneapolis, MN 55455 USA
[Back to Map]
Label: Ye-2004
Title: Using uncorrelated discriminant analysis for tissue classification with gene expression data
Journal: IEEE-ACM TRANS COMPUT BIOL BI, 1 (4): 181-190 OCT-DEC 2004
Citations: 10
Authors: Ye, JP;Li, T;Xiong, T;Janardan, R
Addresses:
Univ Minnesota, Dept Comp Sci & Engn, Twin Cities 4-192 EE CSci Bldg,200 Union St SE, Minneapolis, MN 55455 USA
Univ Minnesota, Dept Comp Sci & Engn, Minneapolis, MN 55455 USA
Florida Int Univ, Sch Comp Sci, Miami, FL 33199 USA
Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN 55455 USA
[Back to Map]
Label: Keerthi-2005
Title: A modified finite newton method for fast solution of large scale linear SVMs
Journal: J MACH LEARN RES, 6: 341-361 MAR 2005
Citations: 8
Authors: Keerthi, SS;DeCoste, D
Addresses:
Yahoo Res Labs, 210 S Delacey Ave, Pasadena, CA 91105 USA
Yahoo Res Labs, Pasadena, CA 91105 USA
[Back to Map]
Label: Ong-2005
Title: Learning the kernel with hyperkernels
Journal: J MACH LEARN RES, 6: 1043-1071 JUL 2005
Citations: 8
Authors: Ong, CS;Smola, AJ;Williamson, RC
Addresses:
Max Planck Inst Biol Cybernet, Spemannstr 35, D-72076 Tubingen, Germany
Max Planck Inst Biol Cybernet, D-72076 Tubingen, Germany
Friedrich Miescher Lab, D-72076 Tubingen, Germany
Natl ICT Australia, Canberra, ACT 2601, Australia
[Back to Map]
Label: Glasmachers-2006
Title: Maximum-gain working set selection for SVMs
Journal: J MACH LEARN RES, 7: 1437-1466 JUL 2006
Citations: 5
Authors: Glasmachers, T;Igel, C
Addresses:
Ruhr Univ Bochum, Inst Neuroinformat, D-44780 Bochum, Germany
Ruhr Univ Bochum, Inst Neuroinformat, D-44780 Bochum, Germany
[Back to Map]
Label: Keerthi-2006
Title: Building support vector machines with reduced classifier complexity
Journal: J MACH LEARN RES, 7: 1493-1515 JUL 2006
Citations: 4
Authors: Keerthi, SS;Chapelle, O;DeCoste, D
Addresses:
Yahoo Res, 3333 Empire Ave,Bldg 4, Burbank, CA 91504 USA
Yahoo Res, Burbank, CA 91504 USA
MPI Biol Cybernet, D-72076 Tubingen, Germany
Keywords: FACE RECOGNITION USING
KERNEL DIRECT DISCRIMINANT ANALYSIS ALGORITHMS; FACE RECOGNITION USING LDA-BASED
ALGORITHMS; FACE RECOGNITION USING LAPLACIANFACES; SUBSPACE FACE RECOGNITION;
GENERALIZING DISCRIMINANT ANALYSIS USING.
Top Topics : 2008 : Jun. 08 - FACE RECOGNITION - Research Front Map
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