Advance concepts of image processing and pattern recognition : effective solution for global challenges / Narendra Kumar, Celia Shahnaz, Krishna Kumar, Mazin Abed Mohammed, Ram Shringar Raw, editors.
2022
TA1637
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Title
Advance concepts of image processing and pattern recognition : effective solution for global challenges / Narendra Kumar, Celia Shahnaz, Krishna Kumar, Mazin Abed Mohammed, Ram Shringar Raw, editors.
ISBN
9789811693243 (electronic bk.)
9811693242 (electronic bk.)
9789811693236
9811693234
9811693242 (electronic bk.)
9789811693236
9811693234
Publication Details
Singapore : Springer, 2022.
Language
English
Description
1 online resource (233 pages)
Item Number
10.1007/978-981-16-9324-3 doi
Call Number
TA1637
Dewey Decimal Classification
006.4/2
Summary
The book explains the important concepts and principles of image processing to implement the algorithms and techniques to discover new problems and applications. It contains numerous fundamental and advanced image processing algorithms and pattern recognition techniques to illustrate the framework. It presents essential background theory, shape methods, texture about new methods, and techniques for image processing and pattern recognition. It maintains a good balance between a mathematical background and practical implementation. This book also contains the comparison table and images that are used to show the results of enhanced techniques. This book consists of novel concepts and hybrid methods for providing effective solutions for society. It also includes a detailed explanation of algorithms in various programming languages like MATLAB, Python, etc. The security features of image processing like image watermarking and image encryption etc. are also discussed in this book. This book will be useful for those who are working in the field of image processing, pattern recognition, and security for digital images. This book targets researchers, academicians, industry, and professionals from R & D organizations, and students, healthcare professionals working in the field of medical imaging, telemedicine, cybersecurity, data scientist, artificial intelligence, image processing, digital hospital, intelligent medicine.
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Source of Description
Online resource; title from PDF title page (SpringerLink, viewed March 9, 2022).
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Series
Transactions on computer systems and networks.
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Table of Contents
Introduction of Image processing
Image Enhancement
Image segmentation and image colorization
Image classification, fusion, and reconstruction
Feature Extraction
Pattern recognition and computer vision applications in Agriculture, GIS, Surveillance and Robotics.
Image Enhancement
Image segmentation and image colorization
Image classification, fusion, and reconstruction
Feature Extraction
Pattern recognition and computer vision applications in Agriculture, GIS, Surveillance and Robotics.