Optics and Precision Engineering, Volume. 18, Issue 11, 2443(2010)

Detection of surface defection of solder on flexible printed circuit

HUANG Jie-xian*... LI Di, YE Feng and Zhang Wu-jie |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(14)

    [1] [1] AYOUB G. Real-time SPC with AOI [J]. Surface Mount Technology Magazine, 2001,15(6):36 - 38.

    [2] [2] WANG Q X, LI D, ZHANG W J. Detecting defects in golden surfaces of flexible printed circuits using optimal gabor filters[C]. Intelligent Information Technology Application,2008, IITA '08. Second International Symposium on Volume 1,Dec.2008:321-325.

    [3] [3] CHEN CH H, WANG C C, LIN CH Y, et al.. Realization of defect automatic inspection system for flexible printed circuit (FPC)[C]. Proceedings of the 35th International MATADOR Conference, 2007:225-228.

    [4] [4] TSAI D M,LIN B T. Defect detection of gold-plated surfaces on PCBs using entropy measures[J].The International Journal of Advanced Mannufacturing Technology,2002,20(6):420-428.

    [5] [5] KAPUR J N,SAHOO P K,WONG A K C.A new method for grey-level picture thresholding using the entropy of the histogram[J]. Computer Vision,Graphics and Image Processing, 1980,3(2):223-237.

    [6] [6] ABUTALEB A S.Automatic thresholding of gray-level picture using two-dimensional entropies[J].Pattern Recognition,1989,47(1):22-32.

    [7] [7] HARALICK R M,SHANMUGAM K,DINSTEIN I. Textural features for image classification[J].IEEE Trans. SMC, 1973,3:610-621.

    [8] [8] WALKER R F,JACKWAY P T,LONGSTAFF D. Genetic algorithm optimization of adaptive multi-scale GLCM features[J].International Journal of Pattern Recognition and Artificial Intelligence, 2003,17(1):17-39.

    [9] [9] DESOKY A H,HALL S A. Entropy measures for texture analysis based on Hadamard transform[J]. Proceedings of the IEEE Southeastcon Conference, 1990(2):467-470.

    [10] [10] DAWSON B R P,PARSONS A J. Texture measures for the identification and monitoring of urban derelict land[J].International Journal of Remote Sensing, 1994,15(6):1259-1271.

    [13] [13] SHEN CH W,WANG ZH Q,LIU CH,et al..Application of BP neural network to multi-position strap-down north seeking system[J].Opt.Precision Eng.,2009,17(8):1890-1895.(in Chinese)

    [14] [14] LOH H H, LU M S. Printed circuit board inspection using image analysis [J]. IEEE Transactions on Industry App lications, 1999,35:4262432.

    CLP Journals

    [1] ZHANG Jing, YE Yu-tang, XIE Yu, LIU Lin, CHANG Yong-xin. Appearance detection for printed circuit board by Gerber file[J]. Optics and Precision Engineering, 2013, 21(10): 2679

    [2] XIE Hong-wei, ZHANG Xian-min, KUANG Yong-cong, OUYANG Gao-fei. Intelligent detection of solder joints on printed circuit boards[J]. Optics and Precision Engineering, 2011, 19(9): 2154

    [3] ZHANG Jing, YE Yu-tang, XIE Yu, LIU Lin, CHANG Yong-xin. Optoelectronic inspection of defects for metal cylindrical workpieces[J]. Optics and Precision Engineering, 2014, 22(7): 1871

    Tools

    Get Citation

    Copy Citation Text

    HUANG Jie-xian, LI Di, YE Feng, Zhang Wu-jie. Detection of surface defection of solder on flexible printed circuit[J]. Optics and Precision Engineering, 2010, 18(11): 2443

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Feb. 24, 2010

    Accepted: --

    Published Online: Dec. 13, 2010

    The Author Email: Jie-xian HUANG (huangjiexian@126.com)

    DOI:

    CSTR:32186.14.

    Topics