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Moment based texture segmentation

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1 Author(s)
Tuceryan, M. ; Dept. of Comput. Sci., Michigan State Univ., East Lansing, MI, USA

Texture segmentation is one of the early steps towards identifying surfaces and objects in an image. In the paper a moment based texture segmentation algorithm is presented. The moments in small windows of the image are used as texture features which are then used to segment the textures. The algorithm has successfully segmented binary images containing textures with identical second-order statistics as well as a number of natural gray level texture images

Published in:

Pattern Recognition, 1992. Vol.III. Conference C: Image, Speech and Signal Analysis, Proceedings., 11th IAPR International Conference on

Date of Conference:

30 Aug-3 Sep 1992