A Comparison of Texture Features Based on SVM and SOM
Chih‐Ming Chen, Chien-Chang Chen, Chaur-Chin Chen · 2006
Experimental results of texture features derived from Gabor and other four wavelet transforms classified and clustered based on Support Vector Machine (SVMs) and Self-Organizing Maps (SOMs) are reported in this paper. A comparison of SVM and SOM in texture classification is illustrated. The results show that these texture sets with appropriate classifiers perform reasonably well.