全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

基于局部沃尔什变换的纹理分割方法

, PP. 663-666

Keywords: 沃尔什变换,纹理分析,图像处理,模式识别

Full-Text   Cite this paper   Add to My Lib

Abstract:

提出一种基于局部沃尔什变换的纹理分割方法.在求取图像中每个像素的局部沃尔什变换系数的基础上,在一定窗口内估计各个变换系数的2、4、6阶矩作为窗口中心像素的纹理特征.然后采用模糊C均值算法根据纹理特征对像素进行聚类,取得较好的分割效果.

References

[1]  Sun Jixiang. Digital Image Processing. Shijiazhuang, China: Hebei People Education Press, 1993 (in Chinese) (孙即祥. 数字图像处理. 石家庄: 河北教育出版社, 1993)
[2]  Zhou Feng, Feng Jufu. Shi Qingyun. A New Texture Descriptor Based on Local Fourier Series. Journal of Image and Graphics, 2001, 6(12): 993-997 (in Chinese) (周 烽, 封举富, 石青云. 一种新的基于局部傅里叶级数的纹理描述子.中国图象图形学报, 2001, 6(12): 993-997)
[3]  Zhou Feng, Feng Jufu, Shi Qingyue. Texture Features Based on Local Fourier Transform // Proc of the International Conference on Image Processing. Thessaloniki, Greece, 2001: 610-613
[4]  Zhou Feng, Feng Jufu, Shi Qingyue. Image Segmentation Based on Local Fourier Coefficients Histogram // Proc of the SPIE 2nd International Conference on Multispectral Image Processing and Pattern Recognition. Wuhan, China, 2001: 45-50
[5]  Yu Hui, Li Mingjing, Zhang Hongjiang, et al. Color Texture Moments for Content Based Image Retrieval // Proc of the IEEE International Conference on Image Processing. Rochester, USA, 2002: 929-932
[6]  Wang Li, He Dongchen. Texture Classification Using Texture Spectrum. Pattern Recognition, 1990, 23(8): 905-910
[7]  He Dongchen, Wang Li. Texture Features Based on Texture Spectrum. Pattern Recognition, 1991, 24(5): 391-399
[8]  Wu Yu, Li Yongle, Hu Qinjun. Application of Mathematical Statistics. Changsha, China: National University of Defense Technology Press, 1995: 29-33 (in Chinese) (吴 翊, 李永乐, 胡庆军. 应用数理统计. 长沙: 国防科技大学出版社,1995: 29-33)
[9]  Sun Jixiang. Modern Pattern Recognition. Changsha, China: National University of Defense Technology Press, 2002: 31-36 (in Chinese) (孙即祥. 现代模式识别. 长沙: 国防科技大学出版社, 2002, 31-36)
[10]  Zhang Zhilong. Research on the Feature Extration and Recognition Methods of Those Important Targets of RS Image. Ph.D Dissertation. Changsha, China: National University of Defense Technology. Graduate School, 2005 (in Chinese) (张志龙. 基于遥感图像的重要目标特征提取与识别方法研究. 博士学位论文. 长沙: 国防科技大学研究生院, 2005)
[11]  Wang Runsheng. Image Understanding. Changsha, China: National University of Defense Technology Press, 1995 (in Chinese) (王润生. 图像理解. 长沙:国防科技大学出版社, 1995)

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133