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Advance Concepts of Image Processing and Pattern Recognition Effective Solution for Global Challenges

Title
Advance Concepts of Image Processing and Pattern Recognition [electronic resource] : Effective Solution for Global Challenges / edited by Narendra Kumar, Celia Shahnaz, Krishna Kumar, Mazin Abed Mohammed, Ram Shringar Raw.
ISBN
9789811693243
Edition
1st ed. 2022.
Publication
Singapore : Springer Nature Singapore : Imprint: Springer, 2022.
Physical Description
1 online resource (XIII, 225 p.) 132 illus., 95 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
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.
Variant and related titles
Springer ENIN.
Other formats
Printed edition:
Printed edition:
Printed edition:
Format
Books / Online
Language
English
Added to Catalog
October 06, 2022
Series
Transactions on Computer Systems and Networks,
Transactions on Computer Systems and Networks,
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.
Citation

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