Steel slab surface detect detection using texture analysis

Use texture analysis for defect detection and classification using lbpfeature extraction and mean squared error for classification.

Hot rolled steel slabs during their manufacturing process encounter several faults which are visible on the surface. Visible analysis is one of the defect detection process commonly used. Here we use lbp feature extraction for features from the trained data and squared mean error for classification of test data.