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Advance Concepts of Image Processing and Pattern Recognition : Effective Solution for Global Challenges / edited by Narendra Kumar, Celia Shahnaz, Krishna Kumar, Mazin Abed Mohammed, Ram Shringar Raw

Contributor(s): Kumar, Narendra, editor literario | Shahnaz, Celia, editor literario | Kumar, Krishna, editor literario | Abed Mohammed, Mazin, editor literario | Raw, Ram Shringar, editor literario
Material type: materialTypeLabelE-bookSeries: (Transactions on Computer Systems and Networks, 2730-7492).Publisher: Singapore : Springer International Publising, 2022Edition: First edition 2022.Description: 1 recurso en línea (XIII, 225 páginas) : 132 ilustraciones, 95 ilustraciones a color.ISBN: 9789811693243.Subject: Proceso digital de imágenesOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
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.
In: Springer Nature eBookSummary: 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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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería TA1637 2022 EB (Browse shelf(Opens below)) Acceso electrónico eBook.16032171
Total holds: 0

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.

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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