DocumentCode :
2049639
Title :
Automated Solder Inspection Method by Means of X-ray Oblique Computed Tomography
Author :
Teramoto, Atsushi ; Murakoshi, Takayuki ; Tsuzaka, Masatoshi ; Fujita, Hiroshi
Author_Institution :
Nagoya Electr. Works Co., Ltd., Nagoya
Volume :
5
fYear :
2007
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
High-density LSI packages such as ball grid array (BGA) are being utilised in the car electronics and communications infrastructure products. These products require a high-speed and reliable inspection technique for their solder joints. In this paper, we propose an automated X-ray inspection technique for BGA mounted substrate based on oblique computed tomography (OCT). Automated inspection consists of OCT capturing, position adjustment, bump extraction, character extraction and judgment. We proposed five characteristic features related to the bump shape. Moreover, by combining the characteristic features using artificial neural network, the condition of a solder bump was determined. In the experiments, we evaluate these techniques using actual BGA-mounted substrate. As a result, the correct rate of judgment reached 99.7%, which shows the clearly indicates that our method may be useful in the practice.
Keywords :
automatic optical inspection; ball grid arrays; computerised tomography; neural nets; solders; X-ray oblique computed tomography; artificial neural network; automated solder inspection method; ball grid array; bump extraction; bump shape; character extraction; position adjustment; Artificial neural networks; Computed tomography; Electronics packaging; Inspection; Large scale integration; Shape; Soldering; X-ray detection; X-ray detectors; X-ray imaging; BGA; Bump; CT; Inspection; X-ray;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1522-4880
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2007.4379858
Filename :
4379858
Link To Document :
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