Noise tolerant local binary pattern operator for efficient texture analysis

Pattern Recognition Letters

Volumn 33, Issue 9, 2012, Pages 1093-1100

  Fathi, Abdolhossein ^a   Naghsh Nilchi, Ahmad Reza ^a  

^a UNIVERSITY OF ISFAHAN   (Iran)

Author keywords

Local binary pattern; Texture analysis; Texture pattern descriptor

Indexed keywords

BRODATZ; DESCRIPTORS; DISCRIMINATION ABILITY; IMAGE FEATURES; IMAGE PROCESSING APPLICATIONS; LABELING SCHEME; LBP OPERATOR; LOCAL BINARY PATTERN OPERATORS; LOCAL BINARY PATTERNS; MAJORITY VOTING; MULTI-RESOLUTIONS; NOISE-TOLERANT; ROBUSTNESS AGAINST NOISE; ROTATION INVARIANT; TEXTURE ANALYSIS; TEXTURE PATTERNS;

CONTENT BASED RETRIEVAL; TEXTURES;

IMAGE TEXTURE;

EID: 84859371928     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2012.01.017     Document Type: Article

References (26)

1. T. Ahonen, A. Hadid, and M. Pietikainen Face description with local binary patterns application to face recognition IEEE Trans. Pattern Anal. Mach. Intell. 28 12 2006 2037 2041 (Pubitemid 46405714)
2. S. Arivazhagan, and L. Ganesan Texture classification using Gabor wavelet based rotation invariant features Pattern Recognition Lett. 27 2003 1976 1982
3. P. Brodatz Textures: A Photographic Album for Artists and Designers 1966 Dover
4. T. Celik, and T. Tjahjadi Multiscale texture classification using dual-tree complex wavelet transform Pattern Recognition Lett. 30 3 2009 331 339
5. K.F. Coco, E.O.T. Salles, and M. Sarcinelli-Filho Topographic independent component analysis based on fractal theory and morphology applied to texture segmentation Signal Process. 87 8 2007 1966 1977 (Pubitemid 46590392)
6. K. Dana, B. Ginneken, S. Nayar, and J. Koenderink Reflectance and texture of real-world surfaces ACM Trans. Graphics 18 1 1999 1 34 (Pubitemid 129547675)
7. A. Ertuzun, and A. Ercil An efficient method for texture defect detection: sub-band domain co-occurrence matrices Image Vision Comput. 18 2000 543 553 (Pubitemid 30567452)
8. M. Heikkila, M. Pietikäinen, and C. Schmid Description of interest regions with local binary patterns Pattern Recognition 42 2009 425 436
9. P.S. Hiremath, and S. Shivashankar Wavelet based co-occurrence histogram features for texture classification with an application to script identification in a document image Pattern Recognition Lett. 29 9 2008 1182 1189
10. K. Huang, and S. Aviyente Information-theoretic wavelet packet subband selection for texture classification Signal Process. 86 7 2006 1410 1420
11. J.R. Khemchandani, and S. Chandra Twin support vector machines for pattern classification IEEE Trans. Pattern Anal. Mach. Intell. 29 5 2007 905 910 (Pubitemid 46534787)
12. S. Liao, and A.C.S. Chung Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude Computer Vision (ACCV2007) 2007 672 679
13. S. Liao, M.W.K. Law, and A.C.S. Chung Dominant local binary patterns for texture classification IEEE Trans. Image Process. 18 5 2009 1107 1118
14. A. Lucieer, A. Stein, and P. Fisher Multivariate texture-based segmentation of remotely sensed imagery for extraction of objects and their uncertainty Int. J. Remote Sens. 26 14 2005 2917 2936 (Pubitemid 41158761)
15. A. Martin The DET curve in assessment of decision task performance Proc. EuroSpeech 1997 1895 1898
16. L. Nanni, and A. Lumini Local binary patterns for a hybrid fingerprint matcher Pattern Recognition 41 2008 3461 3466
17. T. Ojala, M. Pietikäinen, and D. Harwood A comparative study of texture measures with classification based on feature distribution Pattern Recognition 29 1996 51 59
18. T. Ojala, M. Pietikäinen, and T. Maenpaa Multiresolution gray-scale and rotation invariant texture classification with local binary patterns IEEE Trans. Pattern Anal. Mach. Intell. 24 7 2002 971 987 (Pubitemid 34835471)
19. T. Randen, and J. Husoy Filtering for texture classification: a comparative study IEEE Trans. Pattern Anal. Machine Intell. 21 4 1999 291 310
20. C. Shan, S. Gong, and P.W. McOwan Facial expression recognition based on local binary patterns: a comprehensive study Image Vis. Comput. 27 2009 803 816
21. Smith, G., 1998. MeasTex Image Texture Database and Test Suite Centre for Sensor Signal and Information Processing, Univ. Queensland.
22. L. Wang, and J. Liu Texture classification using multiresolution Markov random field models Pattern Recognition Lett. 20 2 1999 171 182 (Pubitemid 29430733)
23. C.Y. Wen, and R. Acharya Self-similar texture characterization using a Fourier-domain maximum likelihood estimation method Pattern Recognition Lett. 9 8 1998 735 739 (Pubitemid 128381338)
24. W. Zhang, H. Shan, X. Chen, and W. Gao Local gabor binary patterns based on mutual information for face recognition Internat. J. Image Graphics 7 4 2007 777 793
25. D. Zhong, and I. Defee DCT histogram optimization for image database retrieval Pattern Recognition Lett. 26 14 2005 2272 2281 (Pubitemid 41383627)
26. H. Zhou, R. Wang, and C. Wang A novel extended local-binary-pattern operator for texture analysis Inf. Sci. 178 2008 4314 4325