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Volumn 19, Issue 1, 2010, Pages

Texture image classification using modular radial basis function neural networks

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION CAPABILITIES; CLASSIFICATION RATES; DISCRETE WAVELET FRAME; LEARNING VECTOR QUANTIZATION NEURAL NETWORK; MULTIMEDIA PROCESSING; NORM ENTROPY; RADIAL BASIS FUNCTION NEURAL NETWORKS; RBF NEURAL NETWORK; SPEED-UPS; TRAINING PROCEDURES; TRAINING TIME; WAVELET FILTERS; WAVELET NEURAL NETWORKS;

EID: 77957244048     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.3358377     Document Type: Article
Times cited : (4)

References (38)
  • 1
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • 10.1109/PROC.1979.11328
    • R. M. Haralick, " Statistical and structural approaches to texture.," Proc. IEEE 67 (5), 786-804 (1979). 10.1109/PROC.1979.11328
    • (1979) Proc. IEEE , vol.67 , Issue.5 , pp. 786-804
    • Haralick, R.M.1
  • 2
    • 0015680481 scopus 로고
    • Texture feature for image classification
    • 10.1109/TSMC.1973.4309314
    • R. Haralick, K. Shanmugam, and I. Dinstein, " Texture feature for image classification.," IEEE Trans. Syst. Man Cybern. 8 (6), 610-621 (1973). 10.1109/TSMC.1973.4309314
    • (1973) IEEE Trans. Syst. Man Cybern. , vol.8 , Issue.6 , pp. 610-621
    • Haralick, R.1    Shanmugam, K.2    Dinstein, I.3
  • 3
    • 0009457519 scopus 로고    scopus 로고
    • A FFT based technique for image classification
    • 10.1117/12.263435
    • A. Celentano and V. D. Lee, " A FFT based technique for image classification.," Proc. SPIE 3022, 457-466 (1997). 10.1117/12.263435
    • (1997) Proc. SPIE , vol.3022 , pp. 457-466
    • Celentano, A.1    Lee, V.D.2
  • 4
    • 0020498106 scopus 로고
    • Segmentation by texture using correlation
    • 10.1109/TPAMI.1983.4767346
    • P. C. Chen and T. Pavlidis, " Segmentation by texture using correlation.," IEEE Trans. Pattern Anal. Mach. Intell. 5, 64-69 (1983). 10.1109/TPAMI.1983.4767346
    • (1983) IEEE Trans. Pattern Anal. Mach. Intell. , vol.5 , pp. 64-69
    • Chen, P.C.1    Pavlidis, T.2
  • 5
    • 0018491833 scopus 로고
    • Texture analysis using generalized co-occurrence matrices
    • 10.1109/TPAMI.1979.4766921
    • L. S. Davis, S. A. Johns, and J. K. Aggarwal, " Texture analysis using generalized co-occurrence matrices.," IEEE Trans. Pattern Anal. Mach. Intell. 1, 251-259 (1979). 10.1109/TPAMI.1979.4766921
    • (1979) IEEE Trans. Pattern Anal. Mach. Intell. , vol.1 , pp. 251-259
    • Davis, L.S.1    Johns, S.A.2    Aggarwal, J.K.3
  • 6
    • 0019033472 scopus 로고
    • Decorrelation methods of texture feature extraction
    • 10.1109/TPAMI.1980.4767031
    • O. D. Faugeras and W. K. Pratt, " Decorrelation methods of texture feature extraction.," IEEE Trans. Pattern Anal. Mach. Intell. 1, 323-332 (1980). 10.1109/TPAMI.1980.4767031
    • (1980) IEEE Trans. Pattern Anal. Mach. Intell. , vol.1 , pp. 323-332
    • Faugeras, O.D.1    Pratt, W.K.2
  • 7
    • 0016939601 scopus 로고
    • A comparative study of texture measures for terrain classification
    • J. S. Weszka, C. R. Dyer, and A. Rosenfeld, " A comparative study of texture measures for terrain classification.," IEEE Trans. Syst. Man Cybern. 6 (4), 269-286 (1976).
    • (1976) IEEE Trans. Syst. Man Cybern. , vol.6 , Issue.4 , pp. 269-286
    • Weszka, J.S.1    Dyer, C.R.2    Rosenfeld, A.3
  • 8
    • 0037410696 scopus 로고    scopus 로고
    • Texture classification using wavelet transform
    • DOI 10.1016/S0167-8655(02)00390-2, PII S0167865502003902
    • S. Arivazhagan and L. Ganesan, " Texture classification using wavelet transform.," Pattern Recogn. Lett. 24, 1513-1521 (2003). 10.1016/S0167-8655(02)00390-2 (Pubitemid 36225856)
    • (2003) Pattern Recognition Letters , vol.24 , Issue.9-10 , pp. 1513-1521
    • Arivazhagan, S.1    Ganesan, L.2
  • 10
    • 0026103931 scopus 로고
    • Classification of rotation and scaled textured images using Gaussian Markov random field models
    • 10.1109/34.67648
    • F. S. Cohen, Z. Fan, and M. A. Patel, " Classification of rotation and scaled textured images using Gaussian Markov random field models.," IEEE Trans. Pattern Anal. Mach. Intell. 13 (2), 192-202 (1991). 10.1109/34.67648
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell. , vol.13 , Issue.2 , pp. 192-202
    • Cohen, F.S.1    Fan, Z.2    Patel, M.A.3
  • 11
    • 0020497293 scopus 로고
    • Markov random field texture models
    • 10.1109/TPAMI.1983.4767341
    • G. R. Cross and A. K. Jain, " Markov random field texture models.," IEEE Trans. Pattern Anal. Mach. Intell. 5 (1), 25-39 (1983). 10.1109/TPAMI.1983.4767341
    • (1983) IEEE Trans. Pattern Anal. Mach. Intell. , vol.5 , Issue.1 , pp. 25-39
    • Cross, G.R.1    Jain, A.K.2
  • 12
    • 0023123263 scopus 로고
    • Modeling and segmentation of noisy and textured images using Gibbs random fields
    • 10.1109/TPAMI.1987.4767871
    • H. Derin and H. Elliot, " Modeling and segmentation of noisy and textured images using Gibbs random fields.," IEEE Trans. Pattern Anal. Mach. Intell. 9, 39-59 (1987). 10.1109/TPAMI.1987.4767871
    • (1987) IEEE Trans. Pattern Anal. Mach. Intell. , vol.9 , pp. 39-59
    • Derin, H.1    Elliot, H.2
  • 13
    • 0022756560 scopus 로고
    • A model based method for rotation invariant texture classification
    • 10.1109/TPAMI.1986.4767811
    • R. L. Kashyap and A. Khotanzed, " A model based method for rotation invariant texture classification.," IEEE Trans. Pattern Anal. Mach. Intell. 8 (4), 472-481 (1986). 10.1109/TPAMI.1986.4767811
    • (1986) IEEE Trans. Pattern Anal. Mach. Intell. , vol.8 , Issue.4 , pp. 472-481
    • Kashyap, R.L.1    Khotanzed, A.2
  • 15
    • 85054952615 scopus 로고
    • Rapid texture identification
    • K. L. Laws, " Rapid texture identification.," Proc. SPIE 238, 376-380 (1980).
    • (1980) Proc. SPIE , vol.238 , pp. 376-380
    • Laws, K.L.1
  • 16
    • 0022752517 scopus 로고
    • Local linear transforms for texture measurements
    • DOI 10.1016/0165-1684(86)90095-2
    • M. Unser, " Local linear transforms for texture measurements.," Signal Process. 11, 61-79 (1986). 10.1016/0165-1684(86)90095-2 (Pubitemid 16607963)
    • (1986) Signal Processing , vol.11 , Issue.1 , pp. 61-79
    • Unser Michael1
  • 18
    • 0027677864 scopus 로고
    • Texture analysis and classification with tree-structured wavelet transform
    • 10.1109/83.242353
    • T. Chang and C. C. J. Kuo, " Texture analysis and classification with tree-structured wavelet transform.," IEEE Trans. Image Process. 2 (4), 429-441 (1993). 10.1109/83.242353
    • (1993) IEEE Trans. Image Process. , vol.2 , Issue.4 , pp. 429-441
    • Chang, T.1    Kuo, C.C.J.2
  • 19
    • 0029753374 scopus 로고
    • Rotation invariant texture classification using modified Gabor filters
    • Vol., p, IEEE, Piscataway, NJ.
    • G. M. Haley and B. S. Manjunath, " Rotation invariant texture classification using modified Gabor filters.," Proc. Intl. Conf. Image Process., Vol. 1, pp. 262-265, IEEE, Piscataway, NJ (1995).
    • (1995) Proc. Intl. Conf. Image Process. , vol.1 , pp. 262-265
    • Haley, G.M.1    Manjunath, B.S.2
  • 20
    • 0030213052 scopus 로고    scopus 로고
    • Texture features for browsing and retrieval of image data
    • 10.1109/34.531803
    • B. S. Manjunath and W. Y. Ma, " Texture features for browsing and retrieval of image data.," IEEE Trans. Pattern Anal. Mach. Intell. 18 (8), 837-842 (1996). 10.1109/34.531803
    • (1996) IEEE Trans. Pattern Anal. Mach. Intell. , vol.18 , Issue.8 , pp. 837-842
    • Manjunath, B.S.1    Ma, W.Y.2
  • 21
    • 0030408543 scopus 로고    scopus 로고
    • Segmentation of Gabor filtered textures using deterministic relaxation
    • 10.1109/83.544570
    • P. P. Raghu and B. Yegnanarayana, " Segmentation of Gabor filtered textures using deterministic relaxation.," IEEE Trans. Image Process. 5 (12), 1625-1636 (1996). 10.1109/83.544570
    • (1996) IEEE Trans. Image Process. , vol.5 , Issue.12 , pp. 1625-1636
    • Raghu, P.P.1    Yegnanarayana, B.2
  • 22
    • 0029326949 scopus 로고
    • Unsupervised texture segmentation of images using tuned matched Gabor filters
    • 10.1109/83.388091
    • A. Teuner, O. Pichler, and B. J. Hosficka, " Unsupervised texture segmentation of images using tuned matched Gabor filters.," IEEE Trans. Image Process. 4 (6), 863-870 (1995). 10.1109/83.388091
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.6 , pp. 863-870
    • Teuner, A.1    Pichler, O.2    Hosficka, B.J.3
  • 23
    • 0029409269 scopus 로고
    • Texture classification and segmentation using wavelet frame
    • 10.1109/83.469936
    • M. Unser, " Texture classification and segmentation using wavelet frame.," IEEE Trans. Image Process. 4 (11), 1549-1560 (1995). 10.1109/83.469936
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.11 , pp. 1549-1560
    • Unser, M.1
  • 24
    • 0024700849 scopus 로고
    • Multiresolution feature extraction and selection for texture segmentation
    • 10.1109/34.192466
    • M. Unser and M. Eden, " Multiresolution feature extraction and selection for texture segmentation.," IEEE Trans. Pattern Anal. Mach. Intell. 2, 717-728 (1989). 10.1109/34.192466
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.2 , pp. 717-728
    • Unser, M.1    Eden, M.2
  • 25
    • 0032643166 scopus 로고    scopus 로고
    • Statistical texture characterization from discrete wavelet representation
    • 10.1109/83.753747
    • G. Van de Wouwer, P. Schenders, and D. Van Dyek, " Statistical texture characterization from discrete wavelet representation.," IEEE Trans. Image Process. 8 (4), 592-598 (1999). 10.1109/83.753747
    • (1999) IEEE Trans. Image Process. , vol.8 , Issue.4 , pp. 592-598
    • Van De Wouwer, G.1    Schenders, P.2    Van Dyek, D.3
  • 26
    • 0030270664 scopus 로고    scopus 로고
    • Rotation and gray-scale transform invariant texture classification using spiral resampling, subband decomposition, and hidden Markov model
    • 10.1109/83.536891
    • W. R. Wu and S. C. Wei, " Rotation and gray-scale transform invariant texture classification using spiral resampling, subband decomposition, and hidden Markov model.," IEEE Trans. Image Process. 5 (10), 1423-1433 (1996). 10.1109/83.536891
    • (1996) IEEE Trans. Image Process. , vol.5 , Issue.10 , pp. 1423-1433
    • Wu, W.R.1    Wei, S.C.2
  • 27
    • 33751016669 scopus 로고    scopus 로고
    • An expert system based on Wavelet Neural Network-Adaptive Norm Entropy for scale invariant texture classification
    • DOI 10.1016/j.eswa.2006.01.025, PII S0957417406000480
    • E. Avci, " An expert system based on wavelet neural network-adaptive norm entropy for scale invariant texture classification.," Expert Sys. Applic. 32, 919-926 (2007). 10.1016/j.eswa.2006.01.025 (Pubitemid 44750624)
    • (2007) Expert Systems with Applications , vol.32 , Issue.3 , pp. 919-926
    • Avci, E.1
  • 28
    • 27744581662 scopus 로고    scopus 로고
    • Application of image processing and radial basis neural network techniques for ore sorting and ore classification
    • DOI 10.1016/j.mineng.2005.03.003, PII S0892687505001081
    • V. Singh and S. M. Rao, " Application of image processing and radial basis neural network techniques for ore sorting and ore classification.," Min. Eng. 18, 1412-1420 (2005). 10.1016/j.mineng.2005.03.003 (Pubitemid 41625686)
    • (2005) Minerals Engineering , vol.18 , Issue.15 , pp. 1412-1420
    • Singh, V.1    Mohan Rao, S.2
  • 29
    • 0038016334 scopus 로고    scopus 로고
    • Texture classification using a fuzzy texture spectrum and neural networks
    • 10.1117/1.482623
    • J. S. Taur and C. W. Tao, " Texture classification using a fuzzy texture spectrum and neural networks.," J. Electron. Imaging 7 (1), 29-35 (1998). 10.1117/1.482623
    • (1998) J. Electron. Imaging , vol.7 , Issue.1 , pp. 29-35
    • Taur, J.S.1    Tao, C.W.2
  • 32
    • 0035790892 scopus 로고    scopus 로고
    • A neural network approach for learning image similarity in adaptive CBIR
    • P. Muneesawang and G. Ling, " A neural network approach for learning image similarity in adaptive CBIR.," Proc. IEEE Workshop Multimedia Signal Process., pp. 257-262 (2001).
    • (2001) Proc. IEEE Workshop Multimedia Signal Process. , pp. 257-262
    • Muneesawang, P.1    Ling, G.2
  • 33
    • 0346724802 scopus 로고    scopus 로고
    • Content-based image classification using a neural network
    • DOI 10.1016/j.patrec.2003.10.015
    • S. B. Park, J. W. Lee, and S. K. Kim, " Content-based image classification using a neural network.," Pattern Recogn. Lett. 25, 287-300 (2004). 10.1016/j.patrec.2003.10.015 (Pubitemid 38062590)
    • (2004) Pattern Recognition Letters , vol.25 , Issue.3 , pp. 287-300
    • Park, S.B.1    Lee, J.W.2    Kim, S.K.3
  • 35
    • 33750450096 scopus 로고    scopus 로고
    • A new approach based on scalogram for automatic target recognition with x-band Doppler radar
    • 1993-5994 ().
    • E. Avci, I. Turkoglu, and M. Poyraz, " A new approach based on scalogram for automatic target recognition with x-band Doppler radar.," Asian J. Info. Technol. 1993-5994 4 (1), 133-140 (2005).
    • (2005) Asian J. Info. Technol. , vol.4 , Issue.1 , pp. 133-140
    • Avci, E.1    Turkoglu, I.2    Poyraz, M.3
  • 36
    • 25144489652 scopus 로고    scopus 로고
    • Intelligent target recognition based on wavelet adaptive network based fuzzy inference/system
    • E. Avci, I. Turkoglu, and M. Poyraz, " Intelligent target recognition based on wavelet adaptive network based fuzzy inference/system., " Lect. Notes Comput. Sci. 3522, 594-601 (2005).
    • (2005) Lect. Notes Comput. Sci. , vol.3522 , pp. 594-601
    • Avci, E.1    Turkoglu, I.2    Poyraz, M.3
  • 37
    • 0036399346 scopus 로고    scopus 로고
    • SAR sea-ice texture classification using discrete wavelet transform based methods
    • Vol.
    • Q. Yu, C. Moloney, and F. M. Williams, " SAR sea-ice texture classification using discrete wavelet transform based methods.," Proc. IEEE Intl. Geosci. Remote Sens. Symp., Vol. 5, pp. 3041-3043 (2002).
    • (2002) Proc. IEEE Intl. Geosci. Remote Sens. Symp. , vol.5 , pp. 3041-3043
    • Yu, Q.1    Moloney, C.2    Williams, F.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.