finelybook
Quantum Inspired Meta-heuristics for Image Analysis (No Longer used)
Authors: Sandip Dey - Siddhartha Bhattacharyya - Ujjwal Maulik
ISBN-10 书号: 1119488753
ISBN-13 书号: 9781119488750
Edition 版本: 1
Publisher Finelybook 出版日期: 2019-08-05
Pages: 376 pages
Book 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 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.
