Quantum Inspired Meta-heuristics for Image Analysis Hardback
by Sandip Dey, Siddhartha Bhattacharyya, Ujjwal Maulik
Hardback
Description
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 principlesOffers comprehensive review of image analysisAnalyzes different state-of-the-art image thresholding approachesDetailed current, popular standard meta-heuristics in use todayGuides readers step by step in the build-up of quantum inspired meta-heuristicsIncludes a plethora of real life case studies and applicationsFeatures 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.
Information
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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:376 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:09/08/2019
- Category:
- ISBN:9781119488750
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Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:376 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:09/08/2019
- Category:
- ISBN:9781119488750