A comprehensive benchmark of local binary pattern algorithms for texture retrieval

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 2760-2763

  Doshi, Niraj P ^a   Schaefer, Gerald ^a  

^a LOUGHBOROUGH UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CO-OCCURRENCE; COLOUR FEATURES; GABOR FEATURE; IMAGE FEATURES; LARGE DATASET; LBP FEATURES; LOCAL BINARY PATTERNS; TEXTURE DESCRIPTORS; TEXTURE FEATURES; TEXTURE IMAGE; TEXTURE RETRIEVAL;

ALGORITHMS; PATTERN RECOGNITION; TEXTURES;

IMAGE RETRIEVAL;

EID: 84874580163     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Z. Guo, L. Zhang, and D. Zhang. A completed modeling of local binary pattern operator for texture classification. IEEE Transactions on Image Processing, 19(6):1657-1663, 2010.
2. Z. Guo, L. Zhang, and D. Zhang. Rotation invariant texture classification using LBP variance (LBPV) with global matching. Pattern Recognition, 43(3):706-719, 2010.
3. Z. Guo, L. Zhang, D. Zhang, and X. Mou. Hierarchical multiscale LBP for face and palmprint recognition. In 17th IEEE Int. Conference on Image Processing, pages 4521-4524, 2010.
4. Z. Guo, L. Zhang, D. Zhang, and S. Zhang. Rotation invariant texture classification using adaptive LBP with directional statistical features. In 17th IEEE Int. Conference on Image Processing, pages 285-288, 2010.
5. R. Haralick. Statistical and structural approaches to texture. Proceedings of the IEEE, 67(5):786-804, may 1979.
6. M. Heikkil, M. Pietikinen, and C. Schmid. Description of interest regions with local binary patterns. Pattern Recognition, 42(3):425-436, 2009.
7. Y.-Y. Liu, M. Chen, H. Ishikawa, G. Wollstein, J. S. Schuman, and J. M. Rehg. Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding. Medical Image Analysis, 2011.
8. B. Manjunath and W. Ma. Texture features for browsing and retrieval of image data. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(8):837-842, 1996.
9. T. Ojala, T. Maenpaa, M. Pietikainen, J. Viertola, J. Kyllonen, and S. Huovinen. Outex-new framework for empirical evaluation of texture analysis algorithms. In 16th Int. Conference on Pattern Recognition, pages 1:701-706, 2002.
10. T. Ojala, T. Menp, J. Viertola, J. Kyllnen, and M. Pietikinen. Empirical evaluation of mpeg-7 texture descriptors with a large-scale experiment. In Proc. 2nd International Workshop on Texture Analysis and Synthesis, pages 99-102, 2002.
11. T. Ojala, M. Pietikainen, and T. Maenpaa. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:971-987, 2002.
12. T. Ojala, M. Pietikinen, and D. Harwood. A comparative study of texture measures with classification based on featured distributions. Pattern Recognition, 29(1):51-59, 1996.
13. X. Qian, X.-S. Hua, P. Chen, and L. Ke. PLBP: An effective local binary patterns texture descriptor with pyramid representation. Pattern Recognition, 44(10-11):2502-2515, 2011.
14. G. Schaefer and N. Doshi. Multi-dimensional local binary pattern descriptors for improved texture analysis. In 21st Int. Conference on Pattern Recognition, 2012.
15. T. Sikora. The mpeg-7 visual standard for content description-an overview. IEEE Transactions on Circuits and Systems for Video Technology, 11(6):696-702, jun 2001.
16. A. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain. Content-based image retrieval at the end of the early years. IEEE Transactions on Pattern Analysis and Machine Intelligence., 22(12):1349-1380, 2000.
17. H. Tamura, S. Mori, and T. Yamawaki. Textural features corresponding to visual perception. IEEE Transactions on Systems, Man and Cybernetics, 8(6):460-473, 1978.
18. X. Tan and B. Triggs. Enhanced local texture feature sets for face recognition under difficult lighting conditions. IEEE Transactions on Image Processing, 19(6):1635-1650, 2010.
19. J. Trefny and J. Matas. Extended set of local binary patterns for rapid object detection. In Computer Vision Winter Workshop, 2010.
20. L. Wolf, T. Hassner, and Y. Taigman. Descriptor based methods in the wild. In Real-Life Images Workshop at the European Conference on Computer Vision, 2008.
21. L. Zhang, R. Chu, S. Xiang, S. Liao, and S. Li. Face detection based on multi-block lbp representation. In Advances in Biometrics, volume 4642 of Lecture Notes in Computer Science, pages 11-18. Springer Berlin/Heidelberg, 2007.
22. L. Zhang, L. Zhang, Z. Guo, and D. Zhang. Monogenic-LBP: A new approach for rotation invariant texture classification. In 17th IEEE Int. Conference on Image Processing, pages 2677-2680, 2010.