APPLICATION OF IMAGE PROCESSING USING COMPUTER IN DETECTION OF DEFECTIVE PRINTED CIRCUIT BOARDS

In these days, image processing has been used in many applications. It is the process for performing the different operations on the images using various functions. In this paper, image processing is used for finding the defective printed circuit boards. For finding the defective printed circuit boards, the parameters like entropy, standard deviation and euler number has been used. The result shows the effectiveness of the proposed method.

[1]  Cihan H. Dagli,et al.  Automatic PCB Inspection Algorithms: A Survey , 1996, Comput. Vis. Image Underst..

[2]  Yasuhiko Hara,et al.  A System for PCB Automated Inspection Using Fluorescent Light , 1988, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Vijay Kumar,et al.  Importance of Statistical Measures in Digital Image Processing , 2012 .

[4]  Xiao Zhang,et al.  Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy , 2016, Pattern Recognit..

[5]  G. G. Stokes.  "J." , 1890, The New Yale Book of Quotations.

[6]  Sharat Chandra Bhardwaj,et al.  Detection of Bare PCB Defects by Image Subtraction Method using Machine Vision , 2011 .

[7]  Pengjian Shang,et al.  Refined two-index entropy and multiscale analysis for complex system , 2016, Commun. Nonlinear Sci. Numer. Simul..

[8]  Chien-Hung Wu,et al.  Fuzzy reasoning for pcb inspection , 2009, 2009 International Conference on Machine Learning and Cybernetics.

[9]  Z. Aspar,et al.  Analysis of the wavelet-based image difference algorithm for PCB inspection , 2002, Proceedings of the 41st SICE Annual Conference. SICE 2002..

[10]  Z. Ibrahim,et al.  Printed circuit board defect detection using mathematical morphology and MATLAB image processing tools , 2010, 2010 2nd International Conference on Education Technology and Computer.

[11]  J. H. Sossa-Azuela,et al.  Computing the Euler Number of a Binary Image Based on a Vertex Codification , 2013 .

[12]  Ma Lihua,et al.  Regional information entropy Demons for infrared image nonrigid registration , 2016 .

[13]  Du-Ming Tsai,et al.  A quantile-quantile plot based pattern matching for defect detection , 2005, Pattern Recognit. Lett..

[14]  Amandeep Kaur,et al.  Detection and Classification of Printed Circuit Boards Defects , 2014 .