A generalized local binary pattern descriptor and its applications to texture retrieval

2012 IEEE 5th International Conference on Advanced Computational Intelligence, ICACI 2012

Volumn , Issue , 2012, Pages 590-596

  Yang, Xiaohui ^a   Yao, Xueyan ^a   Cai, Lijun ^a   Li, Dengfeng ^a  

^a HENAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BRODATZ TEXTURES; DESCRIPTORS; ITS APPLICATIONS; LOCAL BINARY PATTERNS; LOCAL FEATURE; LOCAL STRUCTURE; ROTATION INVARIANT; TEXTURE DESCRIPTOR; TEXTURE RETRIEVAL;

ARTIFICIAL INTELLIGENCE;

IMAGE RETRIEVAL;

EID: 84874624962     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICACI.2012.6463234     Document Type: Conference Paper

References (14)

1. J. Zhang, and T. Tan, "Brief Review of Invariant Texture Analysis Methods," Pattern Recognit., Vol. 35, no. 3, pp. 735-747, Mar. 2002.
2. M. Varma, and A. Zisserman, "A Statistical Approach to Texture Classification from Single Images," Int. J. Comput. Vis., Vol. 62, no. 1, pp. 61-81, Apr. 2005.
3. T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution Gray-scale and Rotation Invariant Texture Classification with Local Binary Patterns," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 24, no. 7, pp. 971-987, Jul. 2002.
4. T. Ahonen, A. Hadid, and M. Pietikainen, "Face Description with Local Binary Patterns: Application to Face Recognition," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 28, no. 12, pp. 2037-2041, Jun. 2006.
5. G. Zhao, and M. Pietikainen, "Dynamic Texture Recognition Using Local Binary Patterns with An Application to Facial Expressions," IEEE Trans. Pattern Anal. Mach. Intell., Vol. 29, no. 6, pp. 915-928, Jun. 2007.
6. X. Tan, and B. Trigs, "Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions," IEEE Trans. Image Process., Vol. 19, no. 6, pp. 1635-1650, Jun. 2010.
7. B. C. Zhang, Y. S. Gao, S. Q. Zhao, and J. Z. Liu, "Local Dderivative Pattern Versus Local Binary Pattern: Face Recognition with High-order Local Pattern Descriptor," IEEE Trans. Image Process., Vol. 19, no. 2, pp. 533-544, Feb. 2010.
8. Z. H. Guo, L. Zhang, and D. Zhang, "Rotation Invariant Texture Classification Using LBP Variance (LBPV) with Global Matching," Pattern Recognit., Vol. 43, no. 3, pp. 706-719, Mar. 2010.
9. Z. H. Guo, L. Zhang, and D. Zhang, "A Completed Modeling of Local Binary Pattern Operator for Texture Classification," IEEE Trans. Image Process., Vol. 19, no. 6, pp. 1657-1663, Jun. 2010.
10. T. Ahonen, J. Matas, C. He, and M. Pietikainen, "Rotation Invariant Image Description with Local Binary Pattern Histogram Fourier Features," in: Proc. Scandinavian Conf. Image Analysis. 2009, pp. 61-70.
11. F. Khelifi, and J. M. Jiang, "K-NN Regression to Improve Statistical Feature Extraction for Texture Retrieval," IEEE Trans. Image Process., Vol. 20, no. 1, pp. 293-298, Jan. 2011.
12. Brodatz Texture Images. Available: http://www.ux.uis.no/-tranden/brodatz. html.
13. D. Androutsost, K. N. Plataniotist, and A. N. Venetsanopoulost, "Distance Measures for Color Image Retrieval," in Proc. IEEE International Conference of Image Processing, 1998, pp. 770-774.
14. M. Kokare, B.N. Chatterji, and P.K. Biswas, "Comparison of Similarity Metrics for Texture Image Retrieval," in Proc. Conf. Convergent Technologies for Asia-Pacific Region, 2003, pp. 571-575.