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Quantum Inspired Meta-heuristics for Image Analysis

Om Quantum Inspired Meta-heuristics for Image Analysis

Introduces quantum inspired techniques for image analysis for pure and true gray scale/color images in a single/multi-objective environment 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. * Provides in-depth analysis of quantum mechanical principles * Offers comprehensive review of image analysis * Analyzes different state-of-the-art image thresholding approaches * Detailed current, popular standard meta-heuristics in use today * Guides readers step by step in the build-up of quantum inspired meta-heuristics * Includes a plethora of real life case studies and applications * Features statistical test analysis of the performances of the quantum inspired meta-heuristics vis-à-vis their conventional counterparts Quantum Inspired Meta-heuristics for Image Analysis is an excellent source of information for anyone working with or learning quantum inspired meta-heuristics for image analysis.

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  • Språk:
  • Engelsk
  • ISBN:
  • 9781119488750
  • Bindende:
  • Hardback
  • Sider:
  • 376
  • Utgitt:
  • 9 august 2019
  • Dimensjoner:
  • 250x177x24 mm.
  • Vekt:
  • 724 g.
  Gratis frakt
Leveringstid: 2-4 uker
Forventet levering: 9 juli 2024

Beskrivelse av Quantum Inspired Meta-heuristics for Image Analysis

Introduces quantum inspired techniques for image analysis for pure and true gray scale/color images in a single/multi-objective environment

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.
* Provides in-depth analysis of quantum mechanical principles
* Offers comprehensive review of image analysis
* Analyzes different state-of-the-art image thresholding approaches
* Detailed current, popular standard meta-heuristics in use today
* Guides readers step by step in the build-up of quantum inspired meta-heuristics
* Includes a plethora of real life case studies and applications
* Features statistical test analysis of the performances of the quantum inspired meta-heuristics vis-à-vis their conventional counterparts

Quantum Inspired Meta-heuristics for Image Analysis is an excellent source of information for anyone working with or learning quantum inspired meta-heuristics for image analysis.

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