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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Produktdetaljer
ISBN
9781119488781
Publisert
2019
Utgave
1. utgave
Utgiver
Wiley Global Research (STMS)
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter