基于振动特征的纹理图像分割.pdf

ISSN 1000-9825, CODEN RUXUEW E-mail: jos@ Journal of Software , Vol.17, No.9, September 2006, pp.1908− 1914 DOI: 10.1360/jos171908 Tel/Fax: +86-10 © 2006 by Journal of Softwar e. All rights reserved. ∗ 基于振动特征的纹理图像分割 1+, 2,3 , 2 1( , 100101) 北京信息工程学院 信息与通信工程系北京 2( , 100080) 中国科学院 电子学研究所北京 3( , 100049) 中国科学院 研究生院北京 Texture Segmentation Based on the Oscillatory Feature YANG Hong-Bo 1+, CAI Guo-Lei2,3, ZOU Mou-Yan2 1 (Department of Information Technology and Communication Engineering, Beijing Information Technology Institute, Beijing 100101, China) 2 (Institute of Electronics, The Chinese Academy of Sciences, Beijing 100080, China) 3(Graduate School, The Chinese Academy of Sciences, Beijing 100049, China) + Corresponding author: Phn: +86-10 E-mail: anonbo@163.com, Yang HB, Cai GL, Zou MY. Texture segmentation based on the oscillatory feature. Journal of Software, 2006, 17(9):1908−−1914. / 1000-9825/17/1908.htm −− Abstract : Texture segmentation is a typical difficult problem in image processing. This paper presents a new textural oscillatory feature based on image decomposition. The oscillatory feature together with other textural features based on the structure tensor and nonlinear diffusion constructs a 5 dimensional textural feature space. The last result can be obtained by segmenting the feature space using level set and non-parametric active contours technology. The validity of the method in this paper is proved by different texture se