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Volumn 120, Issue , 2013, Pages 336-345

Multi-scale gray level co-occurrence matrices for texture description

Author keywords

GLCM; Gray level co occurrence matrix; Image analysis; Multi scale feature descriptor; Texture description

Indexed keywords

GAUSSIAN SCALE SPACE; GLCM; GRAY LEVEL CO-OCCURRENCE MATRIX; IMAGE INTERPRETATION; MULTI-SCALE FEATURES; TEXTURE DESCRIPTION; TEXTURE DESCRIPTOR; TEXTURE INFORMATION;

EID: 84882832982     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2012.09.042     Document Type: Article
Times cited : (173)

References (68)
  • 1
    • 51449095433 scopus 로고    scopus 로고
    • Textured image segmentation based on spatial dependence using a Markov random field model, in: 2006 IEEE International Conference on Image Processing, Atlanta, GA, USA
    • W. Schwartz, H. Pedrini, Textured image segmentation based on spatial dependence using a Markov random field model, in: 2006 IEEE International Conference on Image Processing, Atlanta, GA, USA, 2006, pp. 2449-2452.
    • (2006) , pp. 2449-2452
    • Schwartz, W.1    Pedrini, H.2
  • 2
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • Haralick R.M. Statistical and structural approaches to texture. Proc. IEEE 1979, 67(5):786-804.
    • (1979) Proc. IEEE , vol.67 , Issue.5 , pp. 786-804
    • Haralick, R.M.1
  • 3
    • 44949269634 scopus 로고
    • A review of recent texture segmentation and feature extraction techniques
    • Reed T., Dubuf J.M.H. A review of recent texture segmentation and feature extraction techniques. CVGIP. Image Understanding 1993, 57(3):359-372.
    • (1993) CVGIP. Image Understanding , vol.57 , Issue.3 , pp. 359-372
    • Reed, T.1    Dubuf, J.M.H.2
  • 4
    • 77951957486 scopus 로고    scopus 로고
    • Integrating local feature and global statistics for texture analysis, in: 16th IEEE International Conference on Image Processing
    • Y. Xu, S.B. Huang, H. Ji, Integrating local feature and global statistics for texture analysis, in: 16th IEEE International Conference on Image Processing, 2009, pp. 1377-1380.
    • (2009) , pp. 1377-1380
    • Xu, Y.1    Huang, S.B.2    Ji, H.3
  • 6
    • 77951962393 scopus 로고    scopus 로고
    • Multiscale skewed heavy tailed model for texture analysis, in: 16th IEEE International Conference on Image Processing
    • N.E. Lasmar, Y. Stitou, Y. Berthoumieu, Multiscale skewed heavy tailed model for texture analysis, in: 16th IEEE International Conference on Image Processing, 2009, pp. 2281-2284.
    • (2009) , pp. 2281-2284
    • Lasmar, N.E.1    Stitou, Y.2    Berthoumieu, Y.3
  • 7
    • 73649107235 scopus 로고    scopus 로고
    • A novel texture analysis method based on graph spectral theory, in: Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing
    • Z. Tao, H. Wenxue, W. Jinjia, A novel texture analysis method based on graph spectral theory, in: Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2009, pp. 467-470.
    • (2009) , pp. 467-470
    • Tao, Z.1    Wenxue, H.2    Jinjia, W.3
  • 9
    • 69749118031 scopus 로고    scopus 로고
    • Fast Haar transform based feature extraction for face representation and recognition
    • Pang Y., Li X., Yuan Y., Tao D., Pan J. Fast Haar transform based feature extraction for face representation and recognition. IEEE Trans. Inf. Forensics Security 2009, 4(3):441-450.
    • (2009) IEEE Trans. Inf. Forensics Security , vol.4 , Issue.3 , pp. 441-450
    • Pang, Y.1    Li, X.2    Yuan, Y.3    Tao, D.4    Pan, J.5
  • 10
    • 63449129600 scopus 로고    scopus 로고
    • Iterative subspace analysis based on feature line distance
    • Pang Y., Yuan Y., Li X. Iterative subspace analysis based on feature line distance. IEEE Trans. Image Process. 2009, 18(4):903-907.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.4 , pp. 903-907
    • Pang, Y.1    Yuan, Y.2    Li, X.3
  • 11
    • 84862827035 scopus 로고    scopus 로고
    • Fully affine invariant SURF for image matching
    • Pang Y., Li W., Yuan Y., Pan J. Fully affine invariant SURF for image matching. Neurocomputing 2012, 85:6-10.
    • (2012) Neurocomputing , vol.85 , pp. 6-10
    • Pang, Y.1    Li, W.2    Yuan, Y.3    Pan, J.4
  • 12
    • 84859000333 scopus 로고    scopus 로고
    • Robust CoHOG feature extraction in human centered image/video management system
    • Pang Y., Yan H., Yuan Y., Wang K. Robust CoHOG feature extraction in human centered image/video management system. IEEE Trans. Syst. Man Cybern. Part B. Cybern. 2012, 42(2):458-468.
    • (2012) IEEE Trans. Syst. Man Cybern. Part B. Cybern. , vol.42 , Issue.2 , pp. 458-468
    • Pang, Y.1    Yan, H.2    Yuan, Y.3    Wang, K.4
  • 14
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe D.G. Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision 2004, 60:91-110.
    • (2004) Int. J. Comput. Vision , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 15
    • 84882820492 scopus 로고    scopus 로고
    • SURF: speeded-up robust features, in: European Conference on Computer Vision
    • H. Bay, T. Tuytelaars, L. Van Gool, SURF: speeded-up robust features, in: European Conference on Computer Vision, 2006, pp. 346-359.
    • (2006) , pp. 346-359
    • Bay, H.1    Tuytelaars, T.2    Van Gool, L.3
  • 16
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection, in: IEEE Conference on Computer Vision and Pattern Recognition
    • N. Dalai, B. Triggs, I. Rhone-Alps, F. Montbonnot, Histograms of oriented gradients for human detection, in: IEEE Conference on Computer Vision and Pattern Recognition, 2005, pp. 886-893.
    • (2005) , pp. 886-893
    • Dalai, N.1    Triggs, B.2    Rhone-Alps, I.3    Montbonnot, F.4
  • 18
    • 33745818927 scopus 로고    scopus 로고
    • Region covariance: a fast descriptor for detection and classification, in: Proceedings of the 9th European Conference on Computer Vision
    • O. Tuzel, F. Porikli, P. Meer, Region covariance: a fast descriptor for detection and classification, in: Proceedings of the 9th European Conference on Computer Vision, 2006, pp. 589-600.
    • (2006) , pp. 589-600
    • Tuzel, O.1    Porikli, F.2    Meer, P.3
  • 19
    • 33745943636 scopus 로고    scopus 로고
    • Detection of multiple, partially occluded humans in a single image by Bayesian combination of edgelet part detectors, in: IEEE International Conference on Computer Vision
    • B. Wu, R. Nevatia, Detection of multiple, partially occluded humans in a single image by Bayesian combination of edgelet part detectors, in: IEEE International Conference on Computer Vision, 2005, pp. 90-97.
    • (2005) , pp. 90-97
    • Wu, B.1    Nevatia, R.2
  • 21
    • 0029669420 scopus 로고    scopus 로고
    • A comparative study of texture measures with classification based on featured distributions
    • Ojala T., Pietikäinen M., Harwood D. A comparative study of texture measures with classification based on featured distributions. Pattern Recognition 1996, 29(1):51-59.
    • (1996) Pattern Recognition , vol.29 , Issue.1 , pp. 51-59
    • Ojala, T.1    Pietikäinen, M.2    Harwood, D.3
  • 22
    • 0030719750 scopus 로고    scopus 로고
    • Image indexing using color correlograms, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
    • J. Huang, S.R. Kumar, M. Mitra, W.J. Zhu, R. Zabih, Image indexing using color correlograms, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 1997, pp. 762-768.
    • (1997) , pp. 762-768
    • Huang, J.1    Kumar, S.R.2    Mitra, M.3    Zhu, W.J.4    Zabih, R.5
  • 23
    • 0030383588 scopus 로고    scopus 로고
    • Comparing images using color coherence vectors, in: Proceedings of the ACM International Conference on Multimedia
    • G. Pass, R. Zabih, J. Miller, Comparing images using color coherence vectors, in: Proceedings of the ACM International Conference on Multimedia, 1996, pp. 65-73.
    • (1996) , pp. 65-73
    • Pass, G.1    Zabih, R.2    Miller, J.3
  • 26
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using Gabor filters
    • Jain A.K., Farrokhnia F. Unsupervised texture segmentation using Gabor filters. Pattern Recognition 1991, 24:1167-1186.
    • (1991) Pattern Recognition , vol.24 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 28
    • 33846580425 scopus 로고    scopus 로고
    • Local features and kernels for classification of texture and object categories. a comprehensive study
    • Zhang J., Lazebnik S., Schmid C. Local features and kernels for classification of texture and object categories. a comprehensive study. Int. J. Comput. Vision 2007, 73(2):213-238.
    • (2007) Int. J. Comput. Vision , vol.73 , Issue.2 , pp. 213-238
    • Zhang, J.1    Lazebnik, S.2    Schmid, C.3
  • 29
    • 0032663328 scopus 로고    scopus 로고
    • Filtering for texture classification. a comparative study
    • Randen T., Husoy J.H. Filtering for texture classification. a comparative study. IEEE Trans. Pattern Anal. Mach. Intell. 1999, 21(4):291-310.
    • (1999) IEEE Trans. Pattern Anal. Mach. Intell. , vol.21 , Issue.4 , pp. 291-310
    • Randen, T.1    Husoy, J.H.2
  • 30
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • Ojala T., Pietikäinen M., Mäenpää T. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 2002, 24:971-987.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , pp. 971-987
    • Ojala, T.1    Pietikäinen, M.2    Mäenpää, T.3
  • 31
    • 33745953205 scopus 로고    scopus 로고
    • Local gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition, in: 10th IEEE International Conference on Computer Vision
    • W. Zhang, S. Shan, W. Gao, X. Chen, H. Zhang, Local gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition, in: 10th IEEE International Conference on Computer Vision, vol. 1, 2005, pp. 786-791.
    • (2005) , vol.1 , pp. 786-791
    • Zhang, W.1    Shan, S.2    Gao, W.3    Chen, X.4    Zhang, H.5
  • 32
    • 79958842177 scopus 로고    scopus 로고
    • PLBP. an effective local binary patterns texture descriptor with pyramid representation
    • Qian X., Hua X.S., Chen P., Ke L. PLBP. an effective local binary patterns texture descriptor with pyramid representation. Pattern Recognition 2011, 44:2502-2515.
    • (2011) Pattern Recognition , vol.44 , pp. 2502-2515
    • Qian, X.1    Hua, X.S.2    Chen, P.3    Ke, L.4
  • 33
    • 36849014901 scopus 로고    scopus 로고
    • Representing shape with a spatial pyramid kernel, in: 6th ACM International Conference on Image and Video Retrieval, The Netherlands, Amsterdam
    • A. Bosch, A. Zisserman, X. Munoz, Representing shape with a spatial pyramid kernel, in: 6th ACM International Conference on Image and Video Retrieval, The Netherlands, Amsterdam, 2007, pp. 401-408.
    • (2007) , pp. 401-408
    • Bosch, A.1    Zisserman, A.2    Munoz, X.3
  • 34
    • 77949537111 scopus 로고    scopus 로고
    • Object categorization using hierarchical wavelet packet texture descriptors, in: 11th IEEE International Symposium on Multimedia
    • X. Qian, G. Liu, D. Guo, Z. Li, Z. Wang, H. Wang, Object categorization using hierarchical wavelet packet texture descriptors, in: 11th IEEE International Symposium on Multimedia, 2009, pp. 44-51.
    • (2009) , pp. 44-51
    • Qian, X.1    Liu, G.2    Guo, D.3    Li, Z.4    Wang, Z.5    Wang, H.6
  • 35
    • 0344120278 scopus 로고    scopus 로고
    • Context-based vision system for place and object recognition, in: Ninth IEEE International Conference on Computer Vision
    • A. Torralba, K. Murphy, W. Freeman, M. Rubin, Context-based vision system for place and object recognition, in: Ninth IEEE International Conference on Computer Vision, 2003, pp. 273-280.
    • (2003) , pp. 273-280
    • Torralba, A.1    Murphy, K.2    Freeman, W.3    Rubin, M.4
  • 36
    • 0001416258 scopus 로고
    • Texture analysis using gray level run lengths
    • Galloway M.M. Texture analysis using gray level run lengths. Comput. Graphics Image Process. 1975, 4:172-179.
    • (1975) Comput. Graphics Image Process. , vol.4 , pp. 172-179
    • Galloway, M.M.1
  • 37
    • 0029409269 scopus 로고
    • Texture classification and segmentation using wavelet frames
    • Unser M. Texture classification and segmentation using wavelet frames. IEEE Trans. Image Process. 1995, 4(11):1549-1560.
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.11 , pp. 1549-1560
    • Unser, M.1
  • 38
    • 0022098435 scopus 로고
    • Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters
    • Daugman J.G. Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional visual cortical filters. J. Opt. Soc. Am. A 1985, 2:1160-1169.
    • (1985) J. Opt. Soc. Am. A , vol.2 , pp. 1160-1169
    • Daugman, J.G.1
  • 39
    • 0025452199 scopus 로고
    • Texture unit, texture spectrum, and texture analysis
    • He D.C., Wang L. Texture unit, texture spectrum, and texture analysis. IEEE Trans. Geosci. Remote Sensing 1990, 28(4):509-512.
    • (1990) IEEE Trans. Geosci. Remote Sensing , vol.28 , Issue.4 , pp. 509-512
    • He, D.C.1    Wang, L.2
  • 40
    • 0037005657 scopus 로고    scopus 로고
    • Texture feature coding method for classification of liver sonography
    • Horng M.H., Sunb Y.N., Lin X.Z. Texture feature coding method for classification of liver sonography. Comput. Med. Imaging Graphics 2002, 26(1):33-42.
    • (2002) Comput. Med. Imaging Graphics , vol.26 , Issue.1 , pp. 33-42
    • Horng, M.H.1    Sunb, Y.N.2    Lin, X.Z.3
  • 41
    • 0030534726 scopus 로고    scopus 로고
    • A quasi-statistical approach to digital image representation
    • Kurmyshev E., Cervantes M. A quasi-statistical approach to digital image representation. Rev. Mex. Fís. 1996, 42(1):104-116.
    • (1996) Rev. Mex. Fís. , vol.42 , Issue.1 , pp. 104-116
    • Kurmyshev, E.1    Cervantes, M.2
  • 42
    • 33644616810 scopus 로고    scopus 로고
    • Illumination-invariant morphological texture classification, in: Christian Ronse, et al. (Eds.), Mathematical Morphology: 40 Years On, Springer, The Netherlands
    • A. Hanbury, U. Kandaswamy, D.A. Adjeroh, Illumination-invariant morphological texture classification, in: Christian Ronse, et al. (Eds.), Mathematical Morphology: 40 Years On, Springer, The Netherlands, 2005, pp. 377-386.
    • (2005) , pp. 377-386
    • Hanbury, A.1    Kandaswamy, U.2    Adjeroh, D.A.3
  • 44
    • 0026821278 scopus 로고
    • Texture classification and segmentation using multiresolution simultaneous autoregressive models
    • Mao J., Jain A.K. Texture classification and segmentation using multiresolution simultaneous autoregressive models. Pattern Recognition 1992, 25:173-188.
    • (1992) Pattern Recognition , vol.25 , pp. 173-188
    • Mao, J.1    Jain, A.K.2
  • 45
    • 33751579719 scopus 로고    scopus 로고
    • Spatial texture analysis: a comparative study, in: Proceedings of the International Conference on Pattern Recognition
    • M. Singh, S. Singh, Spatial texture analysis: a comparative study, in: Proceedings of the International Conference on Pattern Recognition, 2002, pp. 676-679.
    • (2002) , pp. 676-679
    • Singh, M.1    Singh, S.2
  • 46
    • 0035294772 scopus 로고    scopus 로고
    • Brief review of invariant texture analysis methods
    • Zhang J. Brief review of invariant texture analysis methods. Pattern Recognition 2002, 35(3):735-747.
    • (2002) Pattern Recognition , vol.35 , Issue.3 , pp. 735-747
    • Zhang, J.1
  • 47
    • 84967493833 scopus 로고    scopus 로고
    • Introduction to texture analysis
    • Imperial College Press, J.S. Majid Mirmehdi Xianghua Xie (Ed.)
    • Davies E.R. Introduction to texture analysis. Handbook of Texture Analysis 2008, 1-31. Imperial College Press. J.S. Majid Mirmehdi Xianghua Xie (Ed.).
    • (2008) Handbook of Texture Analysis , pp. 1-31
    • Davies, E.R.1
  • 50
    • 17044382051 scopus 로고    scopus 로고
    • Face detection using improved LBP under Bayesian ramework, in: Proceedings of the Third International Conference on Image and Graphics
    • H. Jin, Q. Liu, H. Lu, X. Tong, Face detection using improved LBP under Bayesian framework, in: Proceedings of the Third International Conference on Image and Graphics, 2004, pp. 306-309.
    • (2004) , pp. 306-309
    • Jin, H.1    Liu, Q.2    Lu, H.3    Tong, X.4
  • 51
    • 0031647575 scopus 로고    scopus 로고
    • A fast method to determine co-occurrence texture features
    • Clausi D., Jernigan M. A fast method to determine co-occurrence texture features. IEEE Trans. Geosci. Remote Sensing 1998, 36(1):298-300.
    • (1998) IEEE Trans. Geosci. Remote Sensing , vol.36 , Issue.1 , pp. 298-300
    • Clausi, D.1    Jernigan, M.2
  • 52
    • 33750280458 scopus 로고    scopus 로고
    • An FPGA based coprocessor for GLCM and Haralick texture features and their application in prostate cancer classification
    • Tahir M., Bouridane A., Kurugollu F. An FPGA based coprocessor for GLCM and Haralick texture features and their application in prostate cancer classification. Analog Integrated Circuits Signal Process. 2005, 43(2):205-215.
    • (2005) Analog Integrated Circuits Signal Process. , vol.43 , Issue.2 , pp. 205-215
    • Tahir, M.1    Bouridane, A.2    Kurugollu, F.3
  • 53
    • 34247582309 scopus 로고    scopus 로고
    • Increasing the discrimination power of the co-occurrence matrix-based features
    • Gelzinis A., Verikas A., Bacauskiene M. Increasing the discrimination power of the co-occurrence matrix-based features. Pattern Recognition 2007, 40(9):2367-2372.
    • (2007) Pattern Recognition , vol.40 , Issue.9 , pp. 2367-2372
    • Gelzinis, A.1    Verikas, A.2    Bacauskiene, M.3
  • 55
    • 70449675927 scopus 로고    scopus 로고
    • Novel method for color textures features extraction based on GLCM
    • Benco M., Hudec R. Novel method for color textures features extraction based on GLCM. Radioengineering 2007, 4(16):64-67.
    • (2007) Radioengineering , vol.4 , Issue.16 , pp. 64-67
    • Benco, M.1    Hudec, R.2
  • 56
    • 84882887528 scopus 로고    scopus 로고
    • Unsupervised texture classification by combining multi-scale features and K-means classifier, in: Chinese Conference on Pattern Recognition
    • Y. Hu, Unsupervised texture classification by combining multi-scale features and K-means classifier, in: Chinese Conference on Pattern Recognition, 2009, pp. 1-5.
    • (2009) , pp. 1-5
    • Hu, Y.1
  • 57
    • 67649782163 scopus 로고    scopus 로고
    • Urban land-use multi-scale textural analysis, in: IEEE International Geoscience and Remote Sensing Symposium
    • F. Pacifici, M. Chini, Urban land-use multi-scale textural analysis, in: IEEE International Geoscience and Remote Sensing Symposium, 2008, pp. 342-345.
    • (2008) , pp. 342-345
    • Pacifici, F.1    Chini, M.2
  • 58
    • 78650861427 scopus 로고    scopus 로고
    • Mapping tropical forest using ALOS PALSAR 50m resolution data with multiscale GLCM analysis, in: IEEE International Geoscience and Remote Sensing Symposium
    • P. Rakwatin, N. Longepe, O. Isoguchi, M. Shimada, Y. Uryu, Mapping tropical forest using ALOS PALSAR 50m resolution data with multiscale GLCM analysis, in: IEEE International Geoscience and Remote Sensing Symposium, 2010, pp. 1234-1237.
    • (2010) , pp. 1234-1237
    • Rakwatin, P.1    Longepe, N.2    Isoguchi, O.3    Shimada, M.4    Uryu, Y.5
  • 59
    • 78751492631 scopus 로고    scopus 로고
    • A new descriptor for image retrieval using contourlet co-occurrence, in: 2010 Third International Conference on Communications and Electronics (ICCE)
    • H. Nguyen-Duc, T. Do-Hong, T. Le-Tien, C. Bui-Thu, A new descriptor for image retrieval using contourlet co-occurrence, in: 2010 Third International Conference on Communications and Electronics (ICCE), 2010, pp. 169-174.
    • (2010) , pp. 169-174
    • Nguyen-Duc, H.1    Do-Hong, T.2    Le-Tien, T.3    Bui-Thu, C.4
  • 60
    • 28944432472 scopus 로고    scopus 로고
    • The contourlet transform. an efficient directional multiresolution image representation
    • Do M., Vetterli M. The contourlet transform. an efficient directional multiresolution image representation. IEEE Trans. Image Process. 2005, 14(12):2091-2106.
    • (2005) IEEE Trans. Image Process. , vol.14 , Issue.12 , pp. 2091-2106
    • Do, M.1    Vetterli, M.2
  • 63
    • 84882860292 scopus 로고    scopus 로고
    • UMD, Texture dataset, 〈〉.
    • UMD, Texture dataset, 2012. 〈〉. http://www.cfar.umd.edu/~fer/High-resolution-data-base/hr_database.htm.
    • (2012)
  • 65
    • 33751559152 scopus 로고    scopus 로고
    • Outex-new framework for empirical evaluation of texture analysis algorithms, in: Proceedings of the 16th International Conference on Pattern Recognition, vol. 1, Washington, DC, USA
    • T. Ojala, T. Mäenpää, M. Pietikäinen, J. Viertola, J. Kyllönen, S. Huovinen, Outex-new framework for empirical evaluation of texture analysis algorithms, in: Proceedings of the 16th International Conference on Pattern Recognition, vol. 1, Washington, DC, USA, 2002, pp. 701-706.
    • (2002) , pp. 701-706
    • Ojala, T.1    Mäenpää, T.2    Pietikäinen, M.3    Viertola, J.4    Kyllönen, J.5    Huovinen, S.6
  • 66
    • 84882817121 scopus 로고    scopus 로고
    • VisTex, Texture dataset, 〈〉.
    • VisTex, Texture dataset, 2012. 〈〉. http://vismod.media.mit.edu/vismod/imagery/VisionTexture/vistex.html.
    • (2012)
  • 67
    • 84882831161 scopus 로고    scopus 로고
    • OuTex, Texture dataset, 〈〉.
    • OuTex, Texture dataset, 2012. 〈〉. http://www.outex.oulu.fi/index.php?page=classification#Outex_TC_00005.
    • (2012)
  • 68
    • 35949000255 scopus 로고    scopus 로고
    • Generalization of the cooccurrence matrix for colour images. application to colour texture classification
    • Arvis V., Debain C., Berducat M., Benassi A. Generalization of the cooccurrence matrix for colour images. application to colour texture classification. Image Anal. Stereol. 2004, 23:63-72.
    • (2004) Image Anal. Stereol. , vol.23 , pp. 63-72
    • Arvis, V.1    Debain, C.2    Berducat, M.3    Benassi, A.4


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