Research on the Image Feature Extraction

doi:10.3969/j.issn.1000-1565.2009.01.024

Abstract

CLC Number:

TP391

ZHAI Jun-hai,ZHAO Wen-xiu,WANG Xi-zhao. Research on the Image Feature Extraction[J]. Journal of Hebei University (Natural Science Edition), 2009, 29(1): 106-112.

[1] 李弼程, 郭志刚, 文超, LI Bi-cheng, GUO Zhi-gang, WEN Chao. 图像的多层次模糊增强与边缘提取 [J]. 模糊系统与数学 2000.doi:10.3969/j.issn.1001-7402.2000.04.012
[2] 孙即祥. 现代模式识别 [M]. 长沙:国防科技大学出版社 2002.
[3] 杨淑莹. 图像模式识别:VC++技术实现 [M]. 北京:清华大学出版社;北京:北京交通大学出版社 2005.
[4] 李弼程, 彭天强, 彭波. 智能图像处理技术 [M]. 北京:电子工业出版社 2004.
[5] HU M. Visual pattern recognition by moment invariant [J]. IRE Transactions on Information theory 1962, 8.
[6] KHOTANZAD. A zernike moment based rotation invariant features for pattern recognition [J]. Spie 1988, 1002.
[7] Shen Dinggang, Ip Horace H.S.. Discriminative wavelet shape descriptors for recognition of 2-D patterns [J]. Pattern Recognition: The Journal of the Pattern Recognition Society 1999, 2(2).
[8] HARALICK R M, SHANMUGAM K, DINSTEIN I. Texture features for image classification [J]. IEEE Transactions on Systems Man and Cybernetics 1973, 8(06).
[9] TAMURA H, MORI S, YAMAWAKI T. Texture features corresponding to visual perception [J]. IEEE Transactions on Systems Man and Cybernetics 1978, 8(06).
[10] ROSENFELD A, THURSTON M. Edge and curve detection for visual scene analysis [J]. IEEE Transaction on Computer 1971, 20.
[11] HONG Z Q. Algebraic feature extraction of image for recognition [J]. Pattern Recognition 1991, 24(03).
[12] FREDRIC M HAM, ICICA KOSTANIC. Principles of neurocomputing for science and engineering [M]. McGraw-Hill, Inc 2003.
[13] Kirby M., Sirovich L.. Application of the Karhunen-Loeve procedure for the characterization of human faces [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 1990, 1(1).
[14] Kamran Etemad, Rama Chellappa. Discriminant analysis for recognition of human face images [J]. Journal of the Optical Society of America, A. Optics, image science, and vision 1997, 7/8(7/8).
[15] Belhumeur P.N., Hespanha J.P.. Eigenfaces vs. Fisherfaces: recognition using class specific linear projection [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 1997, 7(7).
[16] Jian Yang, Zhang D., Frangi A.F., Jing-yu Yang. Two-dimensional PCA: a new approach to appearance-based face representation and recognition [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 2004, 1(1).
[17] Ming Li, Baozong Yuan. 2D-LDA: A statistical linear discriminant analysis for image matrix [J]. Pattern recognition letters 2005, 5(5).
[18] WANG Liwei, WANG Xiao, FENG Jufu. On image matrix based feature extraction Algorithms [J]. IEEE Transactions on Systems Man and Cybernetics-Part B:Cybernetics 2006, 36(01).
[19] JUTTEN C, HERAULT J. Blind Separation of source, part I:an adaptive algorithm based on neuromimetic architecture [J]. Signal Processing 1991, 24.
[20] BELL A J, SEJNOWSKI T J. The independent components of natural scenes are edge filters [J]. Vision Research 1997, 37(23).
[21] Yuen PC., Lai JH.. Face representation using independent component analysis [J]. Pattern Recognition: The Journal of the Pattern Recognition Society 2002, 6(6).
[22] Bruce A. Draper, Kyungim Baek, Marian Stewart Bartlett, J. Ross Beveridge. Recognizing faces with PCA and ICA [J]. Computer vision and image understanding: CVIU 2003, 1/2(1/2).
[23] BAEK K, DRAPER B A, BEVERIDGE J R. PCA vs ICA:A comparison on the FERET data set [A]. Durham, NC 2002.
[24] MOGHADDAM B. Principal manifolds and probabilistic subspaces for visual recognition [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 2002, 24(06).
[25] LI G J, WAH B W. The design of optimal systolic arrays [J]. IEEE Transaction on Computer 1985, C-34.
[26] Rough sets, Neural networks, Feature extraction. Rough sets as a front end of neural-networks texture classifiers [J]. Neurocomputing 2001, 1/4(1/4).
[27] Roman W. Swiniarski, Andrzej Skowron. Rough set methods in feature selection and recognition [J]. Pattern recognition letters 2003, 6(6).
[28] GOUPILLAUD P, GROSSMANN A, MORLET J. Cycle octave and related transform in seismic signal analysis [J]. GEOEXPLORATION 1984, 23.
[29] Mallat S.G.. A theory for multiresolution signal decomposition: the wavelet representation [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 1989, 7(7).
[30] MALLAT A. Multiresolution approximations and wavelet orthonormal bases of L2(R) [J]. Transactions of the American Mathematical Society 1989, 315.
[31] MEYER Y. Wavelets:their past and their future [J]. Progress in wavelet analysis and applications 1993, 11.
[32] GROSSMAN A, MORLET J. Decomposition of Hardy functions into square integrable wavelets of constant shape [J]. SIAM Journal on Mathematical Analysis 1984, 15.
[33] DAUBECHIES I. Orthonormal bases of compactly supported wavelets [J]. Communications on Pure and Applied Mathematics 1988, 41.
[34] Daubechies I.. The wavelet transform, time-frequency localization and signal analysis [J]. IEEE Transactions on Information Theory 1990, 5(5).
[35] Laine A., Fan J.. Texture classification by wavelet packet signatures [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 1993, 11(11).
[36] Pittner S., Kamarthi S.V.. Feature extraction from wavelet coefficients for pattern recognition tasks [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 1999, 1(1).
[37] S. Arivazhagan, L. Ganesan. Texture classification using wavelet transform [J]. Pattern recognition letters 2003, 9/10(9/10).
[38] Yu Tao, Ernest C.M. Lam, Yuan Y. Tang. Feature extraction using wavelet and fractal [J]. Pattern recognition letters 2001, 3/4(3/4).
[39] PUN CHI-MAN, LEE MOON-CHUEN. Extraction of shift invariant wavelet features for classification of images with different sizes [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence 2004, 26(09).
[40] Pai-Hui Hsu. Feature extraction of hyperspectral images using wavelet and matching pursuit [J]. ISPRS journal of photogrammetry and remote sensing 2007, 2(2).
[41] Abdulkadir Sengur, Ibrahim Turkoglu, M. Cevdet Ince. Wavelet packet neural networks for texture classification [J]. Expert Systems with Application 2007, 2(2).
[42] Chih-Fong Tsai. Image mining by spectral features: A case study of scenery image classification [J]. Expert Systems with Application 2007, 1(1).
[43] Chunshien Li, Jyh-Yann Huang, Chih-Ming Chen. Soft computing approach to feature extraction [J]. Fuzzy sets and systems 2004, 1(1).

Research on the Image Feature Extraction

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