DocumentCode :
604565
Title :
Using image processing in grading tile with Gabor wavelet
Author :
Sadeghi, Mohammadreza ; Memarzadeh, Mohammad ; Shafiee, Masoud ; Zavareh, Faezeh Memarzadeh
Author_Institution :
Dept. of Comput., Islamic Azad Univ., Zavareh, Iran
fYear :
2012
fDate :
29-31 Dec. 2012
Firstpage :
2249
Lastpage :
2252
Abstract :
For gradation of tiles in control lines of factories, it is needed to ways for detection of each deferent defect that may exist on tiles during production. According to expert´s statement, one of the most defect caused reduction of quality of tiles are cracks and spots. These kinds of defects is named sharp defect that generate low width and high contrast´s structure in image. One of image processing tools that by it can show low width and high contrast´s structure in image is morphological operation such as dilation and erosion. In this paper, Gabor wavelet is used to defects detection. This method is simulated in MATLAB environment and is examined on image of kind of tiles such as simple, color and designed that lead to good result to gradation and sharp defect detection of tiles. Gradable of different tiles is preference of this method rather than previous method.
Keywords :
image processing; production engineering computing; tiles; wavelet transforms; Gabor wavelet; MATLAB environment; control lines; deferent defect; dilation; erosion; grading tiles; image processing tools; morphological operation; sharp defect detection; Gabor wavelet; Image processing; Sharp defects; Tue;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2012 2nd International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4673-2963-7
Type :
conf
DOI :
10.1109/ICCSNT.2012.6526366
Filename :
6526366
Link To Document :
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