An Segmentation Algorithm of Texture Image Based on DWT

Author

Huan, Zhengliang ; Hou, Yingkun

Author_Institution

Dept. of Inf. Sci. & Technol., Taishan Coll., Taian

Volume

5

fYear

2008

fDate

18-20 Oct. 2008

Firstpage

433

Lastpage

436

Abstract

In allusion to the object segmentation under the backgrounds of texture, by using all the wavelet channels´ texture energy values that produced by discrete two dimensional wavelet decomposition as the description feature, a feature images segmentation algorithm is presented. Furthermore, this algorithm is advanced to be applied to texture image segmentation and object segmentation in multi-texture backgrounds. The experimental results show that it is a very effective algorithm for image segmentation.

Keywords

discrete wavelet transforms; image segmentation; image texture; discrete two dimensional wavelet decomposition; feature images segmentation algorithm; multitexture backgrounds; object segmentation; texture energy values; texture image segmentation; Continuous wavelet transforms; Data mining; Discrete wavelet transforms; Energy measurement; Image segmentation; Image texture analysis; Information science; Object segmentation; Signal analysis; Tensile stress; feature image; image segmentation; texture image; wavelet transform;

fLanguage

English

Publisher

ieee

Conference_Titel

Natural Computation, 2008. ICNC '08. Fourth International Conference on

Conference_Location

Jinan

Print_ISBN

978-0-7695-3304-9

Type

conf

DOI

10.1109/ICNC.2008.302

Filename

4667471