![](/images/graphics-bg.png)
An Improved Quantum-Inspired Genetic Algorithm for Image Multilevel Thresholding Segmentation
Joint Authors
Zhang, Jian
Zheng, Xiuqing
Lu, Qiuping
Zhou, Jiliu
Tang, Zhangguo
Li, Huanzhou
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-02
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
A multilevel thresholding algorithm for histogram-based image segmentation is presented in this paper.
The proposed algorithm introduces an adaptive adjustment strategy of the rotation angle and a cooperative learning strategy into quantum genetic algorithm (called IQGA).
An adaptive adjustment strategy of the quantum rotation which is introduced in this study helps improving the convergence speed, search ability, and stability.
Cooperative learning enhances the search ability in the high-dimensional solution space by splitting a high-dimensional vector into several one-dimensional vectors.
The experimental results demonstrate good performance of the IQGA in solving multilevel thresholding segmentation problem by compared with QGA, GA and PSO.
American Psychological Association (APA)
Zhang, Jian& Li, Huanzhou& Tang, Zhangguo& Lu, Qiuping& Zheng, Xiuqing& Zhou, Jiliu. 2014. An Improved Quantum-Inspired Genetic Algorithm for Image Multilevel Thresholding Segmentation. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-461230
Modern Language Association (MLA)
Zhang, Jian…[et al.]. An Improved Quantum-Inspired Genetic Algorithm for Image Multilevel Thresholding Segmentation. Mathematical Problems in Engineering No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-461230
American Medical Association (AMA)
Zhang, Jian& Li, Huanzhou& Tang, Zhangguo& Lu, Qiuping& Zheng, Xiuqing& Zhou, Jiliu. An Improved Quantum-Inspired Genetic Algorithm for Image Multilevel Thresholding Segmentation. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-461230
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-461230