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Crack Detection in Ceramic Tiles using Zoning and Edge Detection Methods

Journal: International Journal of Trend in Scientific Research and Development (Vol.2, No. 4)

Publication Date:

Authors : ;

Page : 2844-2847

Keywords : tiles defect; Image pre-processing; binary morphology; sub-blocking; binarization; crack detection.;

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Abstract

The quality control process in ceramic tile industry plays crucial role to enhance the quality standards. At present the quality analysis is mostly done manually. Manual inspection is not so efficient and it is labour intensive. Defect detection accuracy is lower due to human mistakes and unforgiving mechanical condition. To vanquish these issues, an automated inspection system for crack tiles that depends on image processing methods is presented. The tiles are examined using image processing concept using matlab software. The processing is very less compared to that of manual inspection. The automated inspection system can replace the manual ceramic tile detection system more efficiently and with better accuracy. Bhagyashree R K | S. A. Angadi"Crack Detection in Ceramic Tiles using Zoning and Edge Detection Methods" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: http://www.ijtsrd.com/papers/ijtsrd15724.pdf http://www.ijtsrd.com/computer-science/other/15724/crack-detection-in-ceramic-tiles-using-zoning-and-edge-detection-methods/bhagyashree-r-k

Last modified: 2018-08-02 18:26:15