Electronic Resource

Image Processing and Capsule Networks

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Penilaian

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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.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
1908000798	EB0001378	006.42 Ima	Central 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

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