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article · International Journal of Pattern Recognition and Artificial Intelligence · 2011

TEXTURE ANALYSIS USING LOCAL TEXTURE PATTERNS: A FUZZY LOGIC APPROACH

E. Srinivasan, K. Ramar, A. Suruliandi

Cited by 16Abstract and details only

Abstract

Texture analysis plays a vital role in image processing. The prospect of texture based image analysis depends on the texture features and the texture model. This paper presents a new texture feature extraction method 'Fuzzy Local Texture Patterns (FLTP)' and 'Fuzzy Pattern Spectrum (FPS)', suitable for texture analysis. The local image texture is described by FLTP and the global image texture is described by FPS. The proposed method is tested with texture classification, texture segmentation and texture edge detection. The results show that the proposed method provides a very good and robust performance for texture analysis.

Cite this paper

APA 7

Srinivasan, E., Ramar, K., & Suruliandi, A. (2011). TEXTURE ANALYSIS USING LOCAL TEXTURE PATTERNS: A FUZZY LOGIC APPROACH. International Journal of Pattern Recognition and Artificial Intelligence, 25(05), 741–762. https://doi.org/10.1142/s021800141100883x

MLA 9

Srinivasan, E., et al. “TEXTURE ANALYSIS USING LOCAL TEXTURE PATTERNS: A FUZZY LOGIC APPROACH.” International Journal of Pattern Recognition and Artificial Intelligence, vol. 25, no. 05, 2011, pp. 741–62, https://doi.org/10.1142/s021800141100883x.

Chicago

Srinivasan, E., K. Ramar, and A. Suruliandi. 2011. “TEXTURE ANALYSIS USING LOCAL TEXTURE PATTERNS: A FUZZY LOGIC APPROACH.” International Journal of Pattern Recognition and Artificial Intelligence 25 (05): 741–62. https://doi.org/10.1142/s021800141100883x.

Harvard

Srinivasan, E., Ramar, K. and Suruliandi, A. (2011) ‘TEXTURE ANALYSIS USING LOCAL TEXTURE PATTERNS: A FUZZY LOGIC APPROACH’, International Journal of Pattern Recognition and Artificial Intelligence, 25(05), pp. 741–762. Available at: https://doi.org/10.1142/s021800141100883x.

BibTeX
@article{srinivasan2011texture,
  title = {{TEXTURE ANALYSIS USING LOCAL TEXTURE PATTERNS: A FUZZY LOGIC APPROACH}},
  author = {Srinivasan, E. and Ramar, K. and Suruliandi, A.},
  journal = {International Journal of Pattern Recognition and Artificial Intelligence},
  volume = {25},
  number = {05},
  pages = {741--762},
  year = {2011},
  doi = {10.1142/s021800141100883x}
}

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