Advance Concepts of Image Processing and Pattern Recognition Effective Solution for Global Challenges /
Advance Concepts of Image Processing and Pattern Recognition Effective Solution for Global Challenges / [electronic resource] :
edited by Narendra Kumar, Celia Shahnaz, Krishna Kumar, Mazin Abed Mohammed, Ram Shringar Raw.
- 1st ed. 2022.
- XIII, 225 p. 132 illus., 95 illus. in color. online resource.
- Transactions on Computer Systems and Networks, 2730-7492 .
- Transactions on Computer Systems and Networks, .
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.
9789811693243
10.1007/978-981-16-9324-3 doi
Image processing--Digital techniques.
Computer vision.
Signal processing.
Artificial intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Signal, Speech and Image Processing.
Artificial Intelligence.
TA1501-1820 TA1634
006
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.
9789811693243
10.1007/978-981-16-9324-3 doi
Image processing--Digital techniques.
Computer vision.
Signal processing.
Artificial intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Signal, Speech and Image Processing.
Artificial Intelligence.
TA1501-1820 TA1634
006