Rotation invariant texture classification using adaptive LBP with directional statistical features

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 285-288

  Guo, Zhenhua ^a   Zhang, Lei ^b   Zhang, David ^b   Zhang, Su ^c  

^a TSINGHUA UNIVERSITY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^c SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

LBP; LSE; Rotation invariance

Indexed keywords

ABSOLUTE DIFFERENCE; CLASSIFICATION ACCURACY; CLASSIFICATION EFFICIENCY; LARGE TEXTURES; LBP; LEAST SQUARE ESTIMATION; LOCAL BINARY PATTERNS; LSE; ROTATION INVARIANCE; ROTATION INVARIANT; STANDARD DEVIATION; STATISTICAL FEATURES; STATISTICAL INFORMATION; TEXTURE CLASSIFICATION; TEXTURE FEATURE EXTRACTION;

COMPUTATIONAL EFFICIENCY; IMAGE PROCESSING; IMAGING SYSTEMS; ROTATION; STATISTICS; TEXTURES;

FEATURE EXTRACTION;

EID: 78651109017     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5652209     Document Type: Conference Paper

References (13)

1. M. Tuceryan, and A. K. Jain, Texture analysis, Handbook of pattern recognition and computer vision, Chen, C.H., Pau, L.F., and Wang, P.S.P., eds. Chapter 2, pp. 235-276, 1993.
2. R.M. Haralik, K. Shanmugam, and I. Dinstein, "Texture features for image classification," IEEE Trans. on Systems, Man, and Cybertics 3(6), pp. 610-621, 1973.
3. T. Randen, and J.H. Husy, "Filtering for texture classification: a comparative study," IEEE Trans. on PAMI 21(4), pp. 291-310, 1999.
4. R.L. Kashyap, and A. Khotanzed, "A model-based method for rotation invariant texture classification," IEEE Trans. on PAMI 8(4), pp. 472-481, 1986.
5. J. Mao and A.K. Jain, "Texture classification and segmentation using multiresolution simultaneous autoregressive models," Pattern Recognition 25(2), pp. 173-188, 1992.
6. 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. on IP 5(10), pp. 1423-1434, 1996.
7. T. Ojala, M. Pietikäinen, and T. T. Mäenpää, "Multiresolution gray-scale and rotation invariant texture classification with Local Binary Pattern," IEEE Trans. on PAMI 24(7), pp. 971-987, 2002.
8. K. Jafari-Khouzani, and H. Soltanian-Zadeh, "Radon transform orientation estimation for rotation invariant texture analysis," IEEE Trans. on PAMI 27(6), pp. 1004-1008, 2005.
9. M. Varma, and A. Zisserman, "A statistical approach to texture classification from single images," IJCV 62(1-2), pp. 61-81, 2005.
10. S. Lazebnik, C. Schmid, and J. Ponce, "A sparse texture representation using local affine regions," IEEE Trans. on PAMI 27(8), pp. 1265-1278, 2005.
11. Y. Xu, H. Ji, and C. Fermuller, "Viewpoint invariant texture description using fractal analysis," IJCV 38(1), pp. 85-100, 2005.
12. B.S. Manjunath, and W.Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. on PAMI 18(8), pp. 837-842, 1996.
13. K.J. Dana, B. van Ginneken, S.K. Nayar, J.J. Koenderink, "Reflectance and texture of real world surfaces," ACM Trans. on Graphics 18(1), pp. 1-34, 1999.