Selection of color texture feature from reduced size chromatic co-occurrence matrices

ICSIPA09 - 2009 IEEE International Conference on Signal and Image Processing Applications, Conference Proceedings

Volumn , Issue , 2009, Pages 273-278

  Porebski, Alice ^a   Vandenbroucke, Nicolas ^a   Macaire, Ludovic ^b  

^a Campus de la Malassise   (France)

^b UNIV LILLE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RESULTS; CO-OCCURRENCE-MATRIX; COLOR IMAGES; COLOR QUANTIZATION; COLOR SPACE; COLOR TEXTURE FEATURES; FEATURE SELECTION; FEATURE SPACE; HARALICK FEATURES; PROCESSING TIME; REDUCED SIZE; TEXTURE CLASSIFICATION; TEXTURE DESCRIPTORS; VISTEX AND OUTEX DATABASE;

COLOR; IMAGE PROCESSING; IMAGING SYSTEMS; TEXTURES;

FEATURE EXTRACTION;

EID: 77954523714     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSIPA.2009.5478602     Document Type: Conference Paper

References (17)

1. X. Xie, "A review of recent advances in surface defect detection using texture analysis techniques," Electronic Letters on Computer Vision and Image Analysis, vol.7, no.7, pp. 1-22, 2008.
2. T. Mäenpää, J. Viertola, and M. Pietikainen, "Optimising colour and texture features for real-time visual inspection," Pattern Analysis and Applications, vol.6, no.3, pp. 169-175, 2003.
3. F. Lopez, J. Valiente, J. Prats, and A. Ferrer, "Performance evaluation of soft color texture descriptors for surface grading using experimental design and logistic regression," Pattern Recognition, vol.41, no.5, pp. 1761-1772, 2008.
4. A. Drimbarean and P. Whelan, "Experiments in colour texture analysis," Pattern Recognition Letters, vol.22, no.10, pp. 1161-1167, 2001.
5. M. Akhloufi, X. Maldague, and W. Larbi, "A new color-texture approach for industrial products inspection," Journal of Multimedia, vol.3, no.3. pp. 44-50, 2008.
6. J. Martinez-Alajarin, J. Luis-Delgado, and L. Tomas-Balibrea, "Automatic system for quality-based classification of marble textures," IEEE Transactions on Systems, Man and Cybernetics, vol.35, no.4, pp. 488-497, 2005.
7. V. Arvis, C. Debain, M. Berducat, and A. Benassi, "Generalization of the cooccurrence matrix for colour images: application to colour texture classification," Image Analysis and Stereology, vol.23, pp. 63-72, 2004.
8. C. Palm, "Color texture classification by integrative co-occurrence matrices," Pattern Recognition, vol.37, no.5, pp. 965-976, 2004.
9. A. Porebski, N. Vandenbroucke, and L. Macaire, "Iterative feature selection for color texture classification," in Proc. IEEE International Conference on Image Processing (ICIP'07), vol.3, San Antonio, Texas. USA, Sep. 2007, pp. 509-512.
10. --, "Haralick feature extraction from LBP images for color texture classification," in Proc. VSrkshop on Image Processing Theory, Tools and Applications (IPTA'08), Sousse, Tunisia, nov 2008, pp. 1-8.
11. S. Chindaro, K. Sirlantzis, and F. Deravi, "Texture classification system using colour space fusion," Electronics Letters, vol.41, no.10, pp. 589; 590, 2005.
12. N. Vandenbroucke, L. Macaire, and J. Postaire, " C olor image segmentation by pixel classification in an adapted hybrid color space. Application to soccer image analysis," Computer Vision and Image Understanding, vol.90, no.3, pp. 190-216, 2003.
13. L. Busin, N. Vandenbroucke, and L. Macaire, "Color spaces and image segmentation," Advances in Imaging and Electron Physics, Elsevier, vol.151, no.2, pp. 65-168, 2008.
14. R. Picard, C. Graczyk, S. Mann, J. Wachman, L. Picard, and L. Campbell. Vistex benchmark database of color textured images. Media Laboratory, Massachusetts Institute of Technology. [Online], Available: http://vismod.media. mit.edu/pub/VisTex/VisTex.tar.gz
15. R. Haralick, K. Shanmugan, and I. Dinstein, "Textural features for image classification," IEEE Transactions on Systems, Man and Cybernetics, vol.3, no.6, pp. 610-621, 1973.
16. T. Ojala, T. Mäenpää, M. Pietikäinen, J. Viertola, and J. Kyllonen "Outex new framework for empirical evaluation of texture analysis algorithms," in Proc. International Conference on Pattern Recognition vol. 1, 2002, pp. 701-706. [Online]. Available: http://www.outex. oulufi/temp/
17. T. Mäenpää and M. Pietikäinen, "Classification with color and texture: jointly or separately?" Pattern Recognition, vol.37, no.8, pp. 1629-1640, 2004.