An image registration technique to enhance PCB inspection algorithms with real images

Ismail Ibrahim; Syed Abdul Rahman Syed Abu Bakar; Musa Mohd Mokji; Kamal Khalil; Zulkifli Md Yusof; Jameel Abdulla Ahmed Mukred; Mohd Saberi Mohamad; Zuwairie Ibrahim

An image registration technique to enhance PCB inspection algorithms with real images

Ismail Ibrahim, Syed Abdul Rahman Syed Abu Bakar, Musa Mohd Mokji, Kamal Khalil, Zulkifli Md Yusof, Jameel Abdulla Ahmed Mukred, Mohd Saberi Mohamad, Zuwairie Ibrahim

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Abstract

It is well known that real PCD image inspection based on referential approaches faces misalignment problems in detecting defects between a template image and a defective image. Hence, a reliable image registration technique is needed to align these two images perfectly. Hence, a registration technique which incorporates affine transformation and bi-cubic interpolation has been proposed. Experimental results have shown that this registration technique is suitable to be employed to obtain well-aligned defective images before detection algorithm takes place in PCD inspection.

Original language	English
Pages (from-to)	717-722
Number of pages	6
Journal	ICIC Express Letters
Volume	6
Issue number	3
Publication status	Published - Mar 2012
Externally published	Yes

Keywords

Printed circuit boards. image registration. affine transformation. bi-cubic interpolation. defect detection

ASJC Scopus subject areas

Control and Systems Engineering
General Computer Science

Cite this

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title = "An image registration technique to enhance PCB inspection algorithms with real images",

abstract = "It is well known that real PCD image inspection based on referential approaches faces misalignment problems in detecting defects between a template image and a defective image. Hence, a reliable image registration technique is needed to align these two images perfectly. Hence, a registration technique which incorporates affine transformation and bi-cubic interpolation has been proposed. Experimental results have shown that this registration technique is suitable to be employed to obtain well-aligned defective images before detection algorithm takes place in PCD inspection.",

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author = "Ismail Ibrahim and {Abu Bakar}, {Syed Abdul Rahman Syed} and Mokji, {Musa Mohd} and Kamal Khalil and {Md Yusof}, Zulkifli and Mukred, {Jameel Abdulla Ahmed} and Mohamad, {Mohd Saberi} and Zuwairie Ibrahim",

year = "2012",

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language = "English",

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AU - Ibrahim, Ismail

AU - Abu Bakar, Syed Abdul Rahman Syed

AU - Mokji, Musa Mohd

AU - Khalil, Kamal

AU - Md Yusof, Zulkifli

AU - Mukred, Jameel Abdulla Ahmed

AU - Mohamad, Mohd Saberi

AU - Ibrahim, Zuwairie

PY - 2012/3

Y1 - 2012/3

N2 - It is well known that real PCD image inspection based on referential approaches faces misalignment problems in detecting defects between a template image and a defective image. Hence, a reliable image registration technique is needed to align these two images perfectly. Hence, a registration technique which incorporates affine transformation and bi-cubic interpolation has been proposed. Experimental results have shown that this registration technique is suitable to be employed to obtain well-aligned defective images before detection algorithm takes place in PCD inspection.

AB - It is well known that real PCD image inspection based on referential approaches faces misalignment problems in detecting defects between a template image and a defective image. Hence, a reliable image registration technique is needed to align these two images perfectly. Hence, a registration technique which incorporates affine transformation and bi-cubic interpolation has been proposed. Experimental results have shown that this registration technique is suitable to be employed to obtain well-aligned defective images before detection algorithm takes place in PCD inspection.

KW - Printed circuit boards. image registration. affine transformation. bi-cubic interpolation. defect detection

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ER -

An image registration technique to enhance PCB inspection algorithms with real images

Abstract

Keywords

ASJC Scopus subject areas

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