Comparison of wavelet, Gabor and curvelet transform for face recognition

Optica Applicata

Volumn 41, Issue 1, 2011, Pages 183-193

  Zhang, Jiulong ^a   Wang, Yinghui ^a   Zhang, Zhiyu ^a   Xia, Chunli ^a  

^a XI'AN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Curvelet transform; Face recognition; Gabor wavelet; Multiscale analysis; Wavelet transform

Indexed keywords

CONTOURLETS; CURVELET TRANSFORMS; CURVELETS; DETAIL COEFFICIENTS; GABOR WAVELETS; HIGH FREQUENCY; ILLUMINATION CHANGES; LOW FREQUENCY; MULTI SCALE ANALYSIS; MULTISCALES; SUB-BANDS; SUBSPACE DECOMPOSITION;

PRINCIPAL COMPONENT ANALYSIS; WAVELET TRANSFORMS;

FACE RECOGNITION;

EID: 79956138051     PISSN: 00785466     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. WISKOTT L., FELLOUS J.M., KUIGER N., VON DER MALSBURG C., Face recognition by elastic bunch graph matching, IEEE Transactions on Pattern Analysis and Machine Intelligence 19(7), 1997, pp. 775-779. (Pubitemid 127762270)
2. DAI DAO-QING, YAN HONG, Wavelets and face recognition, [In] Face Recognition, I-Tech Education and Publishing, Vienna, Austria, 2007.
3. KEMAL EKENEL H., SANKUR B., Multiresolution face recognition, Image and Vision Computing 23(5), 2005,pp. 469-477. (Pubitemid 40519352)
4. CANDÈS E.J., DONOHO D.L., Curvelets - A Surprisingly Effective Nonadaptive Representation for Objects with Edges, Vanderbilt University Press, Nashville, 2000, pp. 105-120.
5. 2 singularities, Communications on Pure and Applied Mathematics 57(2), 2004, pp. 219-266.
6. CANDÈS E.J., DEMANET L., DONOHO D.L., YING L., Fast discrete curvelet transforms, Multiscale Modeling and Simulation 5(3), 2006, pp. 861-899. (Pubitemid 47381814)
7. ZHANG JIULONG, ZHANG ZHIYU, HUANG WEI et al., Face recognition based on curvefaces, International Conference on Natural Computing, 2007.
8. ZHANG JIU-LONG, LI PENG, Facial feature extraction by curvelet and LDA, Journal of Computational Information Systems 5(3), 2008, pp. 1333-1339.
9. MAJUMDAR A., BHATTACHARYA A., Face recognition by multiresolution curvelet transform on bit quantized facial images, International Conference on Computational Intelligence and Multimedia Applications, 2007.
10. GABOR D., Theory of communications, Journal of the Institute of Electronics Engineers 93, 1946, pp. 429-457.
11. DAUGMAN J.G., Uncertainty relation for resolution in space, spatial-frequency, and orientation optimized by two-dimensional visual cortical filters, Journal of the Optical Society of America A 2(7), 1985, pp. 1160-1169.
12. LINLIN SHEN, LI BAI, FAIRHURST M., Gabor wavelets and general discriminant analysis for face identification and verification, Image and Vision Computing 25(5), 2007, pp. 553-563. (Pubitemid 46275163)
13. ZHONGLONG ZHENG, FAN YANG, WENAN TAN, JIONG JIA, JIE YANG, Gabor feature-based face recognition using supervised locality preserving projection, Signal Processing 87(10), 2007, pp. 2473-2483. (Pubitemid 46863380)
14. XUDONG XIE, KIN-MAN LAM, Gabor-based kernel PCA with doubly nonlinear mapping for face recognition with a single face image, IEEE Transactions on Image Processing 15(9), 2006, pp. 2481-2492. (Pubitemid 44270191)
15. CHENGJUN LIU, Gabor-based kernel PCA with fractional power polynomial models for face recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence 26(5), 2004, pp. 572-581.
16. CHENGJUN LIU, WECHSLER H., Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition, IEEE Transactions on Image Processing 11(4), 2002, pp. 467-476. (Pubitemid 34692396)
17. WEN GAO, BO CAO, SHIGUANG SHAN, XILIN CHEN, DELONG ZHOU, XIAOHUA ZHANG, DEBIN ZHAO, The CAS-PEAL Large-Scale Chinese Face Database and baseline evaluations, IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans 38(1), 2008, pp. 149-161.