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The book comprehensively covers a wide range of evolutionary
computer vision methods and applications, feature selection and
extraction for training and classification, and metaheuristic
algorithms in image processing. It further discusses optimized
image segmentation, its analysis, pattern recognition, and object
detection. Discusses machine learning-based analytics such as GAN
networks, autoencoders, computational imaging, and quantum
computing. Covers deep learning algorithms in computer vision.
Showcases novel solutions such as multi-resolution analysis in
imaging processing, and metaheuristic algorithms for tackling
challenges associated with image processing. Highlight optimization
problems such as image segmentation and minimized feature design
vector. Presents platform and simulation tools for image processing
and segmentation. The book aims to get the readers familiar with
the fundamentals of computational intelligence as well as the
recent advancements in related technologies like smart applications
of digital images, and other enabling technologies from the context
of image processing and computer vision. It further covers
important topics such as image watermarking, steganography,
morphological processing, and optimized image segmentation. It will
serve as an ideal reference text for senior undergraduate, graduate
students, and academic researchers in fields including electrical
engineering, electronics, communications engineering, and computer
engineering.
Cyber-Physical Systems (CPS) integrate computing and communication
capabilities by monitoring and controlling the physical systems via
embedded hardware and computers. This book brings together new and
futuristic findings on IoT, Cyber Physical Systems and Robotics
leading towards Automation and solving issues of various critical
applications in Real-time. The book initially overviews the
concepts of IoT, IIoT and Cyber Physical Systems followed by
various critical applications and discusses the latest designs and
developments that provide common solutions for the convergence of
technologies. In addition, the book specifies methodologies,
algorithms and other relevant architectures in various fields that
include Automation, Robotics, Smart Agriculture and Industry 4.0.
The book is intended for practitioners, enterprise representatives,
scientists, students and Ph.D Scholars in hopes of steering
research further towards cyber physical systems design and
development and implementation across various domains.
Additionally, this book can be used as a secondary reference, or
rather one-stop guide, by professionals for real-life
implementation of cyber physical systems. The book highlights: * A
Critical Coverage of various domains: IoT, Cyber Physical Systems,
Industry 4.0, Smart Automation and related critical applications. *
Advanced elaborations for target audiences to understand the
conceptual methodology and future directions of cyber physical
systems and IoT. * An approach towards Research Orientations to
enable researchers to point out areas and scope for implementation
of Cyber Physical Systems in several domains for better
productivity.
Cyber-Physical Systems (CPS) integrate computing and communication
capabilities by monitoring and controlling the physical systems via
embedded hardware and computers. This book brings together new and
futuristic findings on IoT, Cyber Physical Systems and Robotics
leading towards Automation and solving issues of various critical
applications in Real-time. The book initially overviews the
concepts of IoT, IIoT and Cyber Physical Systems followed by
various critical applications and discusses the latest designs and
developments that provide common solutions for the convergence of
technologies. In addition, the book specifies methodologies,
algorithms and other relevant architectures in various fields that
include Automation, Robotics, Smart Agriculture and Industry 4.0.
The book is intended for practitioners, enterprise representatives,
scientists, students and Ph.D Scholars in hopes of steering
research further towards cyber physical systems design and
development and implementation across various domains.
Additionally, this book can be used as a secondary reference, or
rather one-stop guide, by professionals for real-life
implementation of cyber physical systems. The book highlights: * A
Critical Coverage of various domains: IoT, Cyber Physical Systems,
Industry 4.0, Smart Automation and related critical applications. *
Advanced elaborations for target audiences to understand the
conceptual methodology and future directions of cyber physical
systems and IoT. * An approach towards Research Orientations to
enable researchers to point out areas and scope for implementation
of Cyber Physical Systems in several domains for better
productivity.
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