Second International Conference on Image Processing and Capsule Networks

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ICIPCN 2021, Lecture Notes in Networks and Systems 300

ISBN: 3030847594
ISBN 13: 9783030847593
Herausgeber: Joy Iong-Zong Chen/João Manuel R S Tavares/Abdullah M Iliyasu et al
Verlag: Springer Verlag GmbH
Umfang: xviii, 825 S., 145 s/w Illustr., 360 farbige Illustr., 825 p. 505 illus., 360 illus. in color.
Erscheinungsdatum: 10.09.2021
Auflage: 1/2022
Produktform: Kartoniert
Einband: KT

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.

Artikelnummer: 2646208 Kategorie:

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