An effective vision technique for microchip lead inspection

A new effective method for the microchip lead inspection for the chip manufacturing industry has been developed in this work. In contrast to the gray scale pattern matching technique this approach employs selected parameters of binary blobs to perform fault detection and measurements. This lead...

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Main Authors: Mir-Nassiri, Nazim, Al-Obaidy, Haitham H.L, Salami, Momoh Jimoh Eyiomika, Amin, Shamsuddin
Format: Conference or Workshop Item
Language:English
Published: 2003
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Online Access:http://irep.iium.edu.my/6943/1/An_Effective_Vision_Technique_for_Microchip_Lead_Inspection.pdf
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spelling my.iium.irep.69432013-05-08T03:21:33Z http://irep.iium.edu.my/6943/ An effective vision technique for microchip lead inspection Mir-Nassiri, Nazim Al-Obaidy, Haitham H.L Salami, Momoh Jimoh Eyiomika Amin, Shamsuddin T Technology (General) A new effective method for the microchip lead inspection for the chip manufacturing industry has been developed in this work. In contrast to the gray scale pattern matching technique this approach employs selected parameters of binary blobs to perform fault detection and measurements. This leads to a significant reduction of image processing time. A special combination of gray level filtering techniques with gray morphological operations enhances the borders of the lead images. Newly developed threshold calibration technique significantly improves the measurement accuracy. A unique statistical analysis has been developed to identify all possible lead defects in the chips. This method is rotationally and scale invariant and able to detect defective leads for the chips with different specifications. The minimum required information ahout the microchip is the number of leads. 2003 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/6943/1/An_Effective_Vision_Technique_for_Microchip_Lead_Inspection.pdf Mir-Nassiri, Nazim and Al-Obaidy, Haitham H.L and Salami, Momoh Jimoh Eyiomika and Amin, Shamsuddin (2003) An effective vision technique for microchip lead inspection. In: International Conference on Industrial Technology 2003, 10-12th December 2003, Maribor, Slovenia.
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Mir-Nassiri, Nazim
Al-Obaidy, Haitham H.L
Salami, Momoh Jimoh Eyiomika
Amin, Shamsuddin
An effective vision technique for microchip lead inspection
description A new effective method for the microchip lead inspection for the chip manufacturing industry has been developed in this work. In contrast to the gray scale pattern matching technique this approach employs selected parameters of binary blobs to perform fault detection and measurements. This leads to a significant reduction of image processing time. A special combination of gray level filtering techniques with gray morphological operations enhances the borders of the lead images. Newly developed threshold calibration technique significantly improves the measurement accuracy. A unique statistical analysis has been developed to identify all possible lead defects in the chips. This method is rotationally and scale invariant and able to detect defective leads for the chips with different specifications. The minimum required information ahout the microchip is the number of leads.
format Conference or Workshop Item
author Mir-Nassiri, Nazim
Al-Obaidy, Haitham H.L
Salami, Momoh Jimoh Eyiomika
Amin, Shamsuddin
author_facet Mir-Nassiri, Nazim
Al-Obaidy, Haitham H.L
Salami, Momoh Jimoh Eyiomika
Amin, Shamsuddin
author_sort Mir-Nassiri, Nazim
title An effective vision technique for microchip lead inspection
title_short An effective vision technique for microchip lead inspection
title_full An effective vision technique for microchip lead inspection
title_fullStr An effective vision technique for microchip lead inspection
title_full_unstemmed An effective vision technique for microchip lead inspection
title_sort effective vision technique for microchip lead inspection
publishDate 2003
url http://irep.iium.edu.my/6943/1/An_Effective_Vision_Technique_for_Microchip_Lead_Inspection.pdf
http://irep.iium.edu.my/6943/
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score 13.160551