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Defect Inspection of Flip Chip Solder Bumps Using an Ultrasonic Transducer
- Source :
- Sensors (Basel, Switzerland), Sensors; Volume 13; Issue 12; Pages: 16281-16291, Sensors, Vol 13, Iss 12, Pp 16281-16291 (2013)
- Publication Year :
- 2013
- Publisher :
- Molecular Diversity Preservation International (MDPI), 2013.
-
Abstract
- Surface mount technology has spurred a rapid decrease in the size of electronic packages, where solder bump inspection of surface mount packages is crucial in the electronics manufacturing industry. In this study we demonstrate the feasibility of using a 230 MHz ultrasonic transducer for nondestructive flip chip testing. The reflected time domain signal was captured when the transducer scanning the flip chip, and the image of the flip chip was generated by scanning acoustic microscopy. Normalized cross-correlation was used to locate the center of solder bumps for segmenting the flip chip image. Then five features were extracted from the signals and images. The support vector machine was adopted to process the five features for classification and recognition. The results show the feasibility of this approach with high recognition rate, proving that defect inspection of flip chip solder bumps using the ultrasonic transducer has high potential in microelectronics packaging.
- Subjects :
- flip chip
ultrasonic inspection
support vector machine
defect inspection
Thermal copper pillar bump
Surface-mount technology
Engineering
Acoustics
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Hardware_PERFORMANCEANDRELIABILITY
lcsh:Chemical technology
Biochemistry
Signal
Article
Analytical Chemistry
Electronic engineering
Hardware_INTEGRATEDCIRCUITS
Microelectronics
lcsh:TP1-1185
Electrical and Electronic Engineering
Instrumentation
business.industry
Ultrasonic testing
Atomic and Molecular Physics, and Optics
Transducer
Ultrasonic sensor
business
Flip chip
Subjects
Details
- Language :
- English
- ISSN :
- 14248220
- Volume :
- 13
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- Sensors (Basel, Switzerland)
- Accession number :
- edsair.doi.dedup.....bb7c94e0e52aeea86b1505d4406688da