Image enhancement process on digital radiographic image with weld discontinuities / Shahidan Mohamad and Suhaila Abd Halim

Mohamad, Shahidan and Abd Halim, Suhaila (2018) Image enhancement process on digital radiographic image with weld discontinuities / Shahidan Mohamad and Suhaila Abd Halim. Journal of Mechanical Engineering (JMechE), SI 5 (4). pp. 275-292. ISSN 18235514

Abstract

Non Destructive test (NDT) is the most popular and commonly used method to evaluate the condition of the test target area without damaging it properties. In welding industry, the purpose of NDT is to inspect and evaluate the existing of discontinuity in the joining part that cannot be seen by naked eyes. Due to the problem poor quality of radiographc image during data acquisition, this research aims to develop image enhancement process in order to improve and analyze the quality of the radiographic image. A low quality of image is enhanced using image processing methods for better image visualization. The methods used are noise removal and contrast adjustment using circular average filter and logarithmic intensity contrast respectively. For continuity detection, edge detection and thresholding with morphological structuring element are applied. The performance and accuracy of the segmented image is determined using Receiver Operating Characteristics (ROC). Results indicate that the quality of the image is improved and the welding discontinuity is successfully extracted. The implementation reduces the time consuming and cost spending in NDT process besides helps the radiographer in inspecting and evaluating a discontinuity accurately.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Mohamad, Shahidan
UNSPECIFIED
Abd Halim, Suhaila
suhaila@tmsk.uitm.edu.my
Subjects: T Technology > TJ Mechanical engineering and machinery
T Technology > TK Electrical engineering. Electronics. Nuclear engineering > Scanning systems
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Mechanical Engineering
Journal or Publication Title: Journal of Mechanical Engineering (JMechE)
UiTM Journal Collections: UiTM Journal > Journal of Mechanical Engineering (JMechE)
ISSN: 18235514
Volume: SI 5
Number: 4
Page Range: pp. 275-292
Keywords: Non Destructive Test, image enhancement, circular average filter, Logarithmic Intensity Contrast, Thresholding.
Date: 2018
URI: https://ir.uitm.edu.my/id/eprint/40301
Edit Item
Edit Item

Download

[thumbnail of 40301.pdf] Text
40301.pdf

Download (771kB)

ID Number

40301

Indexing

|

Statistic

Statistic details