Feature Extraction Techniques Based on Gabor Filters
(1.College of Physics Science & Information Engineering,Jishou University,Jishou 416000,Hunan China；2.Computer Department,Nanjing University of Science & Technology,Nanjing 210094,China)
[1] GABOR D.Theory of Communication [J].Journal of Institute for Electrical Engineering，1946，93:429-457.[2] DAUGMAN J G.Uncertainty Relation for Resolution in Space,Spatial Frequency and Orientation Optimized by Two-Dimensional Visual Cortical Filters [J].Journal of the Optical Society of America A，1985，2(7):1 160-1 169.[3] DAUGMAN J G.Complete Discrete 2-D Gabor Transforms by Neural Networks for Image Analysis and Compression [J].IEEE Trans. on Acoustics,Speech,and Signal Processing，1988，36(7):1 169-1 179.[4] LEE C J,WANG S D.Fingerprint Feature Extraction Using Gabor Filters [J].Electronics Letters，1999，35(4):288-290.[5] HAMADA T,KATO K,KAWAKAMI K.Extracting Facial Features as in Infants [J].Pattern Recognition Letters，2000，21:407-412.[6] DUNN D F,HIGGINS W E.Optimal Gabor Filters for Texture Segmentation [J].IEEE Trans. on Image Processing，1995，4(7):947-964.[7] LEE C J,WANG S D.Fingerprint Feature Extraction Using Gabor Filters [J].Electronics Letters，1999，35(4):288-290.[8] SUN Z H,BEBIS G,MILLER R.On-Road Vehicle Detection Using Gabor Filters and Support Vector Machines [R].14th International Conference on Digital Signal Processing，2002.[9] ALTERSON R.An Adaptive-Sampling Algorithm for Gabor Features Based Object Recognition [A].Dissertation Abstracts International [C].Canada:York University,2001.[10] LIU D H,LAM K M,SHEN L.Optimal Sampling of Gabor Features for Face Recognition [J].Pattern Recognition Letters，2004，25(2):267-276.[11] LEE C J,WANG S D.A Gabor Filter-Based Approach to Fingerprint Recognition [R].IEEE Workshop on Signal Processing Systems，1999.[12] SU Y M,WANG J F.A Novel Stroke Extraction Method for Chinese Characters Using Gabor Filters [J].Pattern Recognition，2003，36(3):635-647.[13] WANG X W,DING X Q,LIU C S.Gabor Filters-Based Feature Extraction for Character Recognition [J].Pattern Recognition，2005，38(3):369-379.[14] DUNN D F,HIGGINS W E.Optimal Gabor Filters for Texture Segmentation [J].IEEE Trans. on Image Processing，1995，4(7):947-964.[15] WELDON T P,HIGGINS W E,DUNN D F.Efficient Gabor Filter Design for Texture Segmentation [J].Pattern Recognition，1996，29(12):2 005-2 015.[16] DUNN D F,HIGGINS W E,WAKELEY J.Texture Segmentation Using 2D Gabor Elementary Functions [J].IEEE Trans. on PAMI，1994，16(2):130-149.[17] 吴高洪，章毓晋，林行刚.分割双纹理图像的最佳Gabor滤波器设计方法 [J].电子学报，2001，29(1):48-50.[18] JAIN A.Unsupervised Texture Segmentation Using Gabor Filters [J].Pattern Recognition，1991，24(12):1 167-1 186.[19] MANJUNATH B,MA W.Texture Feature for Browsing and Retrieval of Image Data [J].IEEE Trans. on Pattern Anal. and Machine Intel，1996，18(8):837-842.[20] HAMAMOTO Y,UCHIMURA S,WATANABEET M，et al.A Gabor Filter-Based Method for Recognizing Handwritten Numerals [J].Pattern Recognition，1998，31(4):395-400.[21] KAIZINGA P,PETKOV N.Comparison of Texture Features Based on Gabor Filters [R].Proceedings of the 10th International Conference on Image Analysis and Processing，1999.
