Jabbar, SI, Day, CR and Chadwick, EKJ (2019) Enhancement of Panoramic Musculoskeletal Ultrasound Image Based on Fuzzy Technique. In: International Conference on Information and Communication Technology, April 15 - 16 2019, Baghdad, Iraq.

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Abstract

Panoramic Musculoskeletal Ultrasound Images (PMUI) is a developed version of ultrasound images. However, low contrast is a concrete problem which impact negatively on the interpretation of important details of PMUI. Therefore, in this paper a new automated contrast enhancement method was presented and examined on the PMUI. A fuzzy technique is the main tool underpinning this method, and it consists of three steps: fuzzification, modification of membership equation and defuzzification. Maximum fuzzy entropy of PMUI was used to optimize parameters of the membership function. The quality of results was examined using quantitative metrics. Based on these assessment metrics, the performance of the fuzzy technique outperforms the performance of other method with 21%. The results achieved are very effective and could be used for preprocessing in computer vision applications.

Item Type: Conference or Workshop Item (Paper)
Additional Information: The final version is available online at https://dl.acm.org/citation.cfm?doid=3321289.3321312
Uncontrolled Keywords: Panoramic Musculoskeletal Ultrasound image, Contrast Enhancement, Fuzzy Image Technique
Subjects: Q Science > Q Science (General)
R Medicine > R Medicine (General)
Divisions: Faculty of Medicine and Health Sciences > Institute for Science and Technology in Medicine
Related URLs:
Depositing User: Symplectic
Date Deposited: 09 Aug 2019 07:22
Last Modified: 09 Aug 2019 12:50
URI: http://eprints.keele.ac.uk/id/eprint/6671

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