Study of Surface Defect Detection in Various Scenarios using Image Processing

Authors: Mr. D. K. Kirange, Smt Shubhangi D Patil, Mr Kanchan S Bhagat

Country: India

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Abstract: Quality inspection is an important aspect of modern industrial manufacturing. The target to be achieved through this project was primarily aimed at detecting the surface defects belonging to different classes. This was achieved through grabbing the images from the camera, carrying out defect detection on these images and later classifying them. We present a method to automatically detect and localize defects occurring on the surface. Defect regions are segmented from background images using their distinguishing texture characteristics. This relies on the digital image processing toolbox of the mathematical software MATLAB. The method of detecting defects such as black flecks and scratching is proposed here.

Keywords: -

Paper Id: 1583

Published On: 2015-06-05

Published In: Volume 3, Issue 3, May-June 2015

Cite This: Study of Surface Defect Detection in Various Scenarios using Image Processing - Mr. D. K. Kirange, Smt Shubhangi D Patil, Mr Kanchan S Bhagat - IJIRMPS Volume 3, Issue 3, May-June 2015.

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