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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Second International Conference on Image Processing and Capsule Networks
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Second International Conference on Image Processing and Capsule Networks
(Broschiert, Englisch)
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Beschreibung
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. 235,39 €
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Technische Daten
Erscheinungsdatum
10.09.2021
Sprache
Englisch
EAN
9783030847593
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Lecture Notes in Networks and Systems
Sonderedition
Nein
Seitenanzahl
825
Einbandart
Broschiert
Buch Untertitel
ICIPCN 2021
Bandzählung
300
Schlagwörter
Image Processing, Capsule Networks, Artificial Neural Networks, Neuro-fuzzy control, Genetic Algorithms, Evolutionary Computation, Biomedical Engineering and Machine Learning, ICIPCN, ICIPCN2021
Thema-Inhalt
UYQ - Künstliche Intelligenz
UYQV - Maschinelles Sehen, Bildverstehen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Palgrave Macmillan, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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