Rotation invariant texture descriptor using local shearlet-based energy histograms

IEEE Signal Processing Letters

Volumn 20, Issue 9, 2013, Pages 905-908

  He, Jiangping ^a   Ji, Hongwei ^a   Yang, Xin ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Local energy; noise suppression; rotation invariance; shearlet; texture classification

Indexed keywords

LOCAL ENERGY; NOISE SUPPRESSION; ROTATION INVARIANCE; SHEARLET; TEXTURE CLASSIFICATION;

GRAPHIC METHODS;

TEXTURES;

EID: 84880970450     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2013.2267730     Document Type: Article

References (11)

1. J. K. Kourosh and H. Soltanian-Zadeh, "Radon transform orientation estimation for rotation invariant texture analysis," IEEE Trans. Patt. Anal. Mach. Intell., vol. 27, no. 6, pp. 1004-1008, 2005. (Pubitemid 40889851)
2. Y. Dong and J. Ma, "Wavelet-based image texture classification using local energy histograms," IEEE Signal Process. Lett., vol. 8, no. 14, pp. 247-250, 2011.
3. F. M. Khellah, "Texture classification using dominant neighborhood structure," IEEE Trans. Image Process., vol. 20, no. 11, pp. 3270-3279, 2011.
4. T. Ojala, M. Pietikäinen, and T. M. , "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Trans. Patt. Anal. Mach. Intell., vol. 24, pp. 971-987, 2002. (Pubitemid 34835471)
5. L. Zhang, Z. Zhou, and H. Li, "Binary gabor pattern: An efficient and robust descriptor for texture classification," in Proc. 012 Int. Conf. Image Processing (ICIP 2012), FL, USA, 2012.
6. J. Zhang, J. Liang, and H. Zhao, "Local energy pattern for texture classification using self-adaptive quantization thresholds," IEEE Trans. Image Process., vol. 22, no. 1, pp. 31-42, 2013.
7. G. Easley, D. Labate, and W. Q. Lim, "Sparse directional image representations using the discrete shearlet transform," Appl. Comput. Harmon. Anal., vol. 25, no. 1, pp. 25-46, 2008. (Pubitemid 351713737)
8. [Online]. Available: http://www.shearlet.org/
9. H. Zhou, R. Wang, and C. Wang, "A novel extended local-binarypattern operator for texture analysis," Inf. Sci., vol. 178, no. 22, pp. 4314-4325, 2008.
10. X. Tan and B. Triggs, "Enhanced local texture feature sets for face recognition under difficult lighting conditions," IEEE Trans. Image Process., vol. 19, pp. 1635-1650, 2010.
11. Z. Guo, L. Zhang, and D. Zhang, "A completed modeling of local binary pattern operator for texture classification," IEEE Trans. Image Process., vol. 19, pp. 1657-1663, 2010.