Wavelet transform based image template matching for automatic component inspection

被引:26
作者
Cho, Han-Jin [1 ]
Park, Tae-Hyoung [1 ]
机构
[1] Chungbuk Natl Univ, Dept Control & Robot Engn, Cheongju, Chungbuk, South Korea
基金
新加坡国家研究基金会;
关键词
Automatic inspection; Template matching; Electronic assembly system; Wavelet transformation; COMPRESSION SCHEME;
D O I
10.1007/s00170-010-2567-9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper presents a new image template matching method for component inspection of electronic assembly systems. To recognize incorrectly assembled components, the input image of the components is matched with standard images, using a template matching algorithm. To produce a rapid inspection system, the processing time of the matching algorithm should be minimized. Since the standard images of all components located in a PCB are stored in the computer, it is desirable to minimize the memory size of the standard image. The discrete wavelet transformation is applied to minimize the image size as well as the processing time. Only 7% memory of the BMP image is used to discriminate between how well, or not, the components have been assembled. Comparative results are presented to verify the usefulness of the new proposed method.
引用
收藏
页码:1033 / 1039
页数:7
相关论文
共 15 条
[1]   A lossless compression scheme for Bayer color filter array images [J].
Chung, King-Hong ;
Chan, Yuk-Hee .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (02) :134-144
[2]   Universal image compression using multiscale recurrent patterns with adaptive probability model [J].
de Lima Filho, Eddie Batista ;
da Silva, Eduardo A. B. ;
de Carvalho, Murilo Bresciani ;
Pinage, Frederico Silva .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (04) :512-527
[3]  
FEET PJV, 2007, JOINT MATH M
[4]  
Fredriksson K, 2001, IEEE IMAGE PROC, P678, DOI 10.1109/ICIP.2001.959136
[5]   Fast block-matching algorithm for video coding [J].
Hwang, WJ ;
Lu, YC ;
Zeng, YC .
ELECTRONICS LETTERS, 1997, 33 (10) :833-835
[6]   A fast template matching algorithm with adaptive skipping using inner-subtemplates' distances [J].
Kawanishi, T ;
Kurozumi, T ;
Kashino, K ;
Takagi, S .
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, 2004, :654-657
[7]  
Landers ThomasL., 1994, ELECT MANUFACTURING
[8]   Robust memory-efficient data level information fusion of multi-modal biometric images [J].
Noore, Afzel ;
Singh, Richa ;
Vatsa, Mayank .
INFORMATION FUSION, 2007, 8 (04) :337-346
[9]  
Park TH, 2006, INT J CONTROL AUTOM, V4, P96
[10]  
Pratt W.K., 1977, DIGITAL IMAGE PROCES