The main objective of this approach is to enhance and detect defects on an image of a surface using digital image processing technique. Enhancement of the image using morphological operations and image segmentation techniques enables differentiation between defects and background. This perspective of texture detection incorporates functions to validate the two-dimensional properties such as area of a defect using ‘regionprops’ operation. Thus, these operations helps in accurately evaluating a surface using MATLAB software.