September 2016
Intermediate to advanced
506 pages
15h 38m
English
book
Quantum Inspired Computational Intelligence
by Siddhartha Bhattacharyya, Ujjwal Maulik, Paramartha Dutta
Content preview from Quantum Inspired Computational Intelligence
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Chapter 6
Quantum-inspired multi-objective simulated annealing for bilevel image thresholding*
S. Deya; S. Bhattacharyyab; U. Maulikc a Camellia Institute of Technology, Kolkata, WB, Indiab RCC Institute of Information Technology, Kolkata, WB, Indiac Jadavpur University, Kolkata, WB, India
Abstract
A new quantum-based multi-objective simulated annealing technique for bilevel thresholding is developed. The proposed approach is applied on grayscale images and two steps are followed in succession to find the optimal threshold value of the input image. Firstly, two different objective functions (generally of conflicting type) are used to determine the set of nondominated solutions; thereafter, an objective function, called “Huang’s method,” ...
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