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Image of Image Processing and Capsule Networks

Electronic Resource

Image Processing and Capsule Networks

Tavares, João Manuel R. S. - Personal Name; Chen, Joy Iong-Zong - Personal Name; Shakya,Subarna - Personal Name; Iliyasu, Abdullah M. - Personal Name;

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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.


Availability
Inventory Code Barcode Call Number Location Status
1908000798EB0001378006.42 ImaCentral Library (OPAC)Available
Detail Information
Series Title
Advances in Intelligent Systems and Computing
Call Number
006.42 Ima
Publisher
Switzerland : Springer Cham., 2020
Collation
XXII, 807p.:Ill
Language
English
ISBN/ISSN
978-3-030-51859-2
Classification
006.42
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
Image processing--Digital techniques
Specific Detail Info
-
Statement of Responsibility
BRF
Other version/related

No other version available

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  • Image Processing and Capsule Networks
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