Texture classification using wavelet transform and support vector machines

2006 ◽  
Author(s):  
S. Sidhu ◽  
K. Raahemifar
Keyword(s):  
Wavelet Transform ◽  
Support Vector Machines ◽  
Texture Classification ◽  
Support Vector ◽  
Vector Machines

Texture Classification Research Based on the Logarithmic Polar Coordinates Transform and Support Vector Machine

2010 ◽  
Vol 39 ◽  
pp. 226-231
Author(s):  
De Cheng Gao ◽  
Bin Liu ◽  
Jian Guo Wang
Keyword(s):  
Support Vector Machine ◽  
Wavelet Transform ◽  
Support Vector Machines ◽  
Texture Classification ◽  
Texture Feature ◽  
Polar Coordinates ◽  
Support Vector ◽  
Discrete Wavelet ◽  
Translation Invariant ◽  
Vector Machines

In this paper, we have investigated an approach based on log-polar transform and support vector machine (SVM) for texture classification. Firstly, we convert rotation into translation, which reduced the effect of rotation and scale changes using the characteristics of logarithm Polar transformation. Then we extract texture feature after eliminating translation using smooth discrete wavelet transform (SWT) with translation invariant. Finally, support vector machines(SVM) are adopted to the texture classification. The experiment results show the proposed approach can get improved results for texture classification.

Texture classification using the support vector machines

2003 ◽  
Vol 36 (12) ◽  
pp. 2883-2893 ◽  
Author(s):  
Shutao Li ◽  
James T. Kwok ◽  
Hailong Zhu ◽  
Yaonan Wang
Keyword(s):  
Support Vector Machines ◽  
Texture Classification ◽  
Support Vector ◽  
Vector Machines

Using support vector machines to distinguish enzymes: Approached by incorporating wavelet transform

2009 ◽  
Vol 256 (4) ◽  
pp. 625-631 ◽  
Author(s):  
Jian-Ding Qiu ◽  
San-Hua Luo ◽  
Jian-Hua Huang ◽  
Ru-Ping Liang
Keyword(s):  
Wavelet Transform ◽  
Support Vector Machines ◽  
Support Vector ◽  
Vector Machines
Sign in / Sign up

Export Citation Format

Share Document