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This book presents the latest research in the fields of
computational intelligence, ubiquitous computing models,
communication intelligence, communication security, machine
learning, informatics, mobile computing, cloud computing and big
data analytics. The best selected papers, presented at the
International Conference on Innovative Data Communication
Technologies and Application (ICIDCA 2020), are included in the
book. The book focuses on the theory, design, analysis,
implementation and applications of distributed systems and
networks.
This book presents the latest research in the fields of
computational intelligence, ubiquitous computing models,
communication intelligence, communication security, machine
learning, informatics, mobile computing, cloud computing and big
data analytics. The best selected papers, presented at the
International Conference on Innovative Data Communication
Technologies and Application (ICIDCA 2020), are included in the
book. The book focuses on the theory, design, analysis,
implementation and applications of distributed systems and
networks.
This book includes the papers presented in 2nd International
Conference on Image Processing and Capsule Networks [ICIPCN 2021].
In this digital era, image processing plays a significant role in
wide range of real-time applications like sensing, automation,
health care, industries etc. Today, with many technological
advances, many state-of-the-art techniques are integrated with
image processing domain to enhance its adaptiveness, reliability,
accuracy and efficiency. With the advent of intelligent
technologies like machine learning especially deep learning, the
imaging system can make decisions more and more accurately.
Moreover, the application of deep learning will also help to
identify the hidden information in volumetric images. Nevertheless,
capsule network, a type of deep neural network, is revolutionizing
the image processing domain; it is still in a research and
development phase. In this perspective, this book includes the
state-of-the-art research works that integrate intelligent
techniques with image processing models, and also, it reports the
recent advancements in image processing techniques. Also, this book
includes the novel tools and techniques for deploying real-time
image processing applications. The chapters will briefly discuss
about the intelligent image processing technologies, which leverage
an authoritative and detailed representation by delivering an
enhanced image and video recognition and adaptive processing
mechanisms, which may clearly define the image and the family of
image processing techniques and applications that are closely
related to the humanistic way of thinking.
This book emphasizes the emerging building block of image
processing domain, which is known as capsule networks for
performing deep image recognition and processing for
next-generation imaging science. Recent years have witnessed the
continuous development of technologies and methodologies related to
image processing, analysis and 3D modeling which have been
implemented in the field of computer and image vision. The
significant development of these technologies has led to an
efficient solution called capsule networks [CapsNet] to solve the
intricate challenges in recognizing complex image poses, visual
tasks, and object deformation. Moreover, the breakneck growth of
computation complexities and computing efficiency has initiated the
significant developments of the effective and sophisticated capsule
network algorithms and artificial intelligence [AI] tools into
existence. The main contribution of this book is to explain and
summarize the significant state-of-the-art research advances in the
areas of capsule network [CapsNet] algorithms and architectures
with real-time implications in the areas of image detection, remote
sensing, biomedical image analysis, computer communications,
machine vision, Internet of things, and data analytics techniques.
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