Features extraction using a Gabor filter family

Sixth IASTED International Conference on Signal and Image Processing

Volumn , Issue , 2004, Pages 139-144

  Zheng, Danian ^a   Zhao, Yannan ^a   Wang, Jiaxin ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

And character feature; Features extraction; Gabor filter family; Gabor filters; Texture feature

Indexed keywords

EDGE DETECTION; NATURAL FREQUENCIES; NEURAL NETWORKS; OPTICAL FILTERS; OPTICAL RESOLVING POWER; PROBLEM SOLVING; SIGNAL PROCESSING; STATISTICAL METHODS;

CHARACTER FEATURES; GABOR FILTER FAMILY; GABOR FILTERS; TEXTURE FEATURES;

FEATURE EXTRACTION;

EID: 10444265841     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. John G. Daugman, Complete Discrete 2-D Gabor Transforms by Neural Networks for Image Analysis and Compression, IEEE Trans. on Acoustics, Speech and Signal Processing, 36(1), 1988, 1169-1179.
2. K.R. Namuduri, R. Mehrotra, and N. Ranganathan, Edge detection models based on Gabor filters, IEEE 11th IAPR International Conf. On Speech and Signal Analysis Proceedings, 1992, 729-732.
3. Thomas P. Weldon, William E. Higgins and Dennis F. Dunn, Efficient Gabor filter design for texture segmentation, Pattern Recogniton, 29(12), 1996, 2005-2015.
4. Chien-Chang Chen and Daniel C.Chen, Multiresolution Gabor filter in texture analysis, Pattern Recognition Letters, 77(10), 1996, 1069-1076.
5. Jianwei Yang, Lifeng Liu, Tianzi Jiang and Yong Fan, A modified Gabor filter design method for finger-print image enhancement, Pattern Recognition Letters, 24(12), 2003, 1805-1817.
6. Jouko Lampinen and Erkki Oja, Distortion Tolerant Pattern Recognition Based on Self-Organizing Feature Extraction, IEEE Trans. on Neural Networks, 6(3), 1995, 539-547.
7. V. Tavsanoglu and E. Saatci, Feature Extraction for Character Recognition Using Gabor-type Filters Implemented by Cellular Neural Networks, 6th Proc. IEEE International Workshop on CNN and Their Application, 2000, 63-68.
8. Su Yih-Ming, and Wang Jhing-Fa, A novel stroke extraction method for Chinese characters using Gabor filters, Pattern Recognition, 36(3), 2003, 635-647.
9. Chih-Jen Lee, Sheng-De Wang, and Kuo-Ping Wu, Fingerprint Recognition Using Principal Gabor Basis Function, Proc. of International Symposium on Intelligent Multimedia, Video and Speech Proceeding, 2001, 393-396.
10. Chengjun Liu and Harry Wechsler, Independent Component Analysis of Gabor Features for Face Recognition, IEEE Trans. on Neural Networks, 14(4), 2003, 919-928.
11. A. Bodnarova, M. Bennamoun and S. Latham, Optimal Gabor filters for textile flaw detection, Pattern Recognition, 35(12), 2002, 2973-2991.