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图像分析的量子启发元启发式算法-Quantum Inspired Meta-heuristics for Image Analysis

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上传于 2020-03-02 10次下载 4989次围观
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标题(title):Quantum Inspired Meta-heuristics for Image Analysis
图像分析的量子启发元启发式算法
作者(author):Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik
出版社(publisher):Wiley
大小(size):44 MB (45912736 bytes)
格式(extension):pdf
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This book will entice readers to design efficient meta-heuristics for image analysis in the quantum domain. It introduces them to the essence of quantum computing paradigm, its features, and properties, and elaborates on the fundamentals of different meta-heuristics and their application to image analysis. As a result, it will pave the way for designing and developing quantum computing inspired meta-heuristics to be applied to image analysis.

Quantum Inspired Meta-heuristics for Image Analysis begins with a brief summary on image segmentation, quantum computing, and optimization. It also highlights a few relevant applications of the quantum based computing algorithms, meta-heuristics approach, and several thresholding algorithms in vogue. Next, it discusses a review of image analysis before moving on to an overview of six popular meta-heuristics and their algorithms and pseudo-codes. Subsequent chapters look at quantum inspired meta-heuristics for bi-level and gray scale multi-level image thresholding; quantum behaved meta-heuristics for true color multi-level image thresholding; and quantum inspired multi-objective algorithms for gray scale multi-level image thresholding. Each chapter concludes with a summary and sample questions.
Table of contents :
Cover......Page 1
Quantum Inspired Meta-heuristics for
Image Analysis
......Page 3
© 2019......Page 4
Dedication
......Page 5
Contents......Page 6
Preface......Page 12
Acronyms......Page 14
1 Introduction......Page 16
2 Review of Image Analysis......Page 43
3 Overview of Meta-heuristics......Page 65
4 Quantum Inspired Meta-heuristics for Bi-level Image
Thresholding......Page 82
5 Quantum Inspired Meta-Heuristics for Gray-ScaleMulti-Level
Image Thresholding......Page 138
6 Quantum Behaved Meta-Heuristics for True Color Multi-Level
Image Thresholding......Page 207
7 Quantum Inspired Multi-objective Algorithms for Multi-level
Image Thresholding......Page 313
8 Conclusion......Page 345
Bibliography......Page 348
Index......Page 365

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