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Proceedings Paper

Texture segmentation based on wavelet transform
Author(s): Xianyi Ren; Guilin Zhang; Zhaoyang Chen; Ruolan Hu; Xiaohui Li
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Paper Abstract

This paper proposed a method to segment the texture image based on multiscale analysis of wavelet transform. The features at different scales need study when the number of the textures is to be determined. The proposed method firstly transform the texture image with wavelet transform, then extract texture features on different scales and different frequency, and perform the coarse segmentation on those different channels of the same scale and the different scales. At last, the coarsely segmented results at same scale are incorporated together, followed by a inter-scale fusion procedure. Promising results have been achieved.

Paper Details

Date Published: 25 September 1998
PDF: 4 pages
Proc. SPIE 3545, International Symposium on Multispectral Image Processing (ISMIP'98), (25 September 1998); doi: 10.1117/12.323559
Show Author Affiliations
Xianyi Ren, Huazhong Univ. of Science and Technology (China)
Guilin Zhang, Huazhong Univ. of Science and Technology (China)
Zhaoyang Chen, Huazhong Univ. of Science and Technology (China)
Ruolan Hu, Huazhong Univ. of Science and Technology (China)
Xiaohui Li, Huazhong Univ. of Science and Technology (China)


Published in SPIE Proceedings Vol. 3545:
International Symposium on Multispectral Image Processing (ISMIP'98)
Ji Zhou; Anil K. Jain; Tianxu Zhang; Yaoting Zhu; Mingyue Ding; Jianguo Liu, Editor(s)

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