سال انتشار: ۱۳۸۵
محل انتشار: چهارمین کنفرانس ماشین بینایی و پردازش تصویر
تعداد صفحات: ۸
Tajeripour – Department of Electrical Engineering Tarbiat Modarres University, Tehran, Iran.
Sheikhi – Department of Electrical and Electronics Engineering, Shiraz University, Shiraz, Iran.
Kabir – Department of Electrical Engineerin Tarbiat Modarres University, Tehran, Iran.
In this paper, a filtering approach for defect detection in textile fabrics is presented. In this method, brightness of each pixel is approximated by linear combination of its surrounding pixels brightness. By using least square errors method, coefficients of the filter are approximated and then an error image will be constructed. By applying different types of filter structure and using a bi-level Threshold technique, it is shown that a wide range of irregularities in fabric texture can be detected and localized.