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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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