proposed method designed for detecting the defect of pattern texture analysis. The
preprocessing input image features are extracted using the Gray level co-occurrence matrix
(GLCM) and Gray level run-length matrix (GLRLM). Then the extracted features are fed to
the input of classification stage. Here the classification is done by improved support vector
machine (ISVM) based on kernel analysis. Based on the improved support vector machine …