Automated Contrast Improvement of X-Ray Image Using Otsu Threshold on Contrast-Limited Adaptive Histogram Equalization Algorithm

Aditya Riadi; Esti Wijayanti; Wibowo Sugiharto; Anastasya Latubessy; Alif Murti

The 1st International Conference on Computer Science and Engineering Technology Universitas Muria Kudus

Research Article

Automated Contrast Improvement of X-Ray Image Using Otsu Threshold on Contrast-Limited Adaptive Histogram Equalization Algorithm

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@INPROCEEDINGS{10.4108/eai.24-10-2018.2280550,
    author={Aditya Akbar Riadi and Esti Wijayanti and Wibowo Harry Sugiharto and Anastasya Latubessy and Alif Catur Murti},
    title={Automated Contrast Improvement of X-Ray Image Using Otsu Threshold on Contrast-Limited Adaptive Histogram Equalization Algorithm},
    proceedings={The 1st International Conference on Computer Science and Engineering Technology Universitas Muria Kudus},
    publisher={EAI},
    proceedings_a={ICCSET},
    year={2018},
    month={11},
    keywords={otsu thresholding contrast-limited adaptive histogram equalization mean square error},
    doi={10.4108/eai.24-10-2018.2280550}
}

Aditya Akbar Riadi
Esti Wijayanti
Wibowo Harry Sugiharto
Anastasya Latubessy
Alif Catur Murti
Year: 2018
Automated Contrast Improvement of X-Ray Image Using Otsu Threshold on Contrast-Limited Adaptive Histogram Equalization Algorithm
ICCSET
EAI
DOI: 10.4108/eai.24-10-2018.2280550

Aditya Akbar Riadi¹^,*, Esti Wijayanti¹, Wibowo Harry Sugiharto¹, Anastasya Latubessy¹, Alif Catur Murti¹

1: Departement Informatics Engineering, Universitas Muria Kudus, Indonesia

*Contact email: aditya.akbar@umk.ac.id

Abstract

In the medical world, X-ray image quality is still a serious concern. The quality of X-ray image results is represented in the X-ray image contrast range. Correction of contrast ranges can be done computationally to improve X-ray image quality. From the problem then needed a method to improve result of X-ray image quality. In this research proposed OTSU thresholding modified into the Contrast-Limited Adaptive Histogram Equalization algorithm as a substitute for cliplimit value to improve the contrast quality of X-ray Image results which will then be measured with Mean Square Error to find out how much error value is generated

Keywords: otsu thresholding contrast-limited adaptive histogram equalization mean square error

Published: 2018-11-29
Publisher: EAI

: http://dx.doi.org/10.4108/eai.24-10-2018.2280550