Effective texture classification by texton encoding induced statistical features

  title={Effective texture classification by texton encoding induced statistical features},
  author={Jin Xie and Lei Zhang and Jane You and Simon C. K. Shiu},
  journal={Pattern Recognition},
Effective and efficient texture feature extraction and classification is an important problem in image understanding and recognition. Recently, texton learning based texture classification approaches have been widely studied, where the textons are usually learned via K -means clustering or sparse coding methods. However, the K -means clustering is too coarse to characterize the complex feature space of textures, while sparse texton learning/encoding is time-consuming due to the l0-norm or l1… CONTINUE READING
Highly Cited
This paper has 61 citations. REVIEW CITATIONS
17 Citations
42 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 17 extracted citations

62 Citations

Citations per Year
Semantic Scholar estimates that this publication has 62 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 42 references

Similar Papers

Loading similar papers…