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Application of Fuzzy Logic and Fuzzy Optimization Techniques in Medical Image Processing

Application of Fuzzy Logic and Fuzzy Optimization Techniques in Medical Image Processing

Niladri Sekhar Datta, Himadri Sekhar Dutta, Koushik Majumder
Copyright: © 2017 |Pages: 26
ISBN13: 9781522509837|ISBN10: 1522509836|EISBN13: 9781522509844
DOI: 10.4018/978-1-5225-0983-7.ch036
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MLA

Datta, Niladri Sekhar, et al. "Application of Fuzzy Logic and Fuzzy Optimization Techniques in Medical Image Processing." Biometrics: Concepts, Methodologies, Tools, and Applications, edited by Information Resources Management Association, IGI Global, 2017, pp. 907-932. https://doi.org/10.4018/978-1-5225-0983-7.ch036

APA

Datta, N. S., Dutta, H. S., & Majumder, K. (2017). Application of Fuzzy Logic and Fuzzy Optimization Techniques in Medical Image Processing. In I. Management Association (Ed.), Biometrics: Concepts, Methodologies, Tools, and Applications (pp. 907-932). IGI Global. https://doi.org/10.4018/978-1-5225-0983-7.ch036

Chicago

Datta, Niladri Sekhar, Himadri Sekhar Dutta, and Koushik Majumder. "Application of Fuzzy Logic and Fuzzy Optimization Techniques in Medical Image Processing." In Biometrics: Concepts, Methodologies, Tools, and Applications, edited by Information Resources Management Association, 907-932. Hershey, PA: IGI Global, 2017. https://doi.org/10.4018/978-1-5225-0983-7.ch036

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Abstract

Fuzzy logic deals with approximate rather than fixed and exact reasoning. Fuzzy variables may have a truth value that ranges in degree between 0 and 1; extended to handle the concept of partial truth where the truth value may range between completely true or completely false. This computational logic uses truth degrees as a mathematical model of the vagueness phenomenon while probability is a mathematical model of ignorance. A huge number of complex problems may be solve using Fuzzy logic specifically Fuzzy modeling and optimization method. Fuzzy modeling is the understanding of the problem and analysis of the Fuzzy information where the Fuzzy optimization solves Fuzzy model optimally using optimization techniques via membership functions. In this research article authors describe the Fuzzy rules and its application and the different types of well known problems solved by the Fuzzy optimization technique.

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