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

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.",

keywords = "Printed circuit boards. image registration. affine transformation. bi-cubic interpolation. defect detection",

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

UR - https://www.scopus.com/pages/publications/84856800357

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JO - ICIC Express Letters

JF - ICIC Express Letters

IS - 3

ER -

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

Abstract

Keywords

ASJC Scopus subject areas

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