Process knowledge based multi-class support vector classification (PK-MSVM) approach for surface defects in hot rolling

► We investigate the random surface defects on hot rolled steel bars and coils. ► Automatic image based inspection technique used for investigation. ► Defects classified based on process knowledge and image processing. ► Process knowledge leads to better classification scheme by support vector machines.