Title :
A noise elimination procedure for wavelet-based printed circuit board inspection system
Author :
Ibrahim, Z. ; Al-Attas, S.A.R. ; Ono, Osamu ; Mokji, M.M.
Author_Institution :
Dept. of Electr. & Electron. Eng., Meiji Univ., Japan
Abstract :
Image difference operation is frequently used in automated printed circuit board (PCB) inspection system as well as in many other image processing applications. The previously proposed wavelet-based PCB inspection approach also incorporated the point-to-point image difference operation as part of its algorithm. Unfortunately, during the implementation, this operation brings along the unwanted noise due to misalignment and uneven binarization. Thus, this paper proposes a method to eliminate, if possible, or to reduce as much as possible such noise during the computation of defect detection. The results of applying the proposed method showed a significant improvement during the real-time inspection of printed circuit boards.
Keywords :
image denoising; inspection; printed circuit testing; printed circuits; wavelet transforms; automated printed circuit board inspection system; defect detection; image difference operation; noise elimination procedure; wavelet transform; Application software; Circuit noise; Image processing; Inspection; Logic testing; Microelectronics; Morphological operations; Noise reduction; Printed circuits; Wavelet transforms;
Conference_Titel :
Control Conference, 2004. 5th Asian
Conference_Location :
Melbourne, Victoria, Australia
Print_ISBN :
0-7803-8873-9