Image Processing and Capsule Networks: ICIPCN 2020 (1st ed. 2021) (Advances in Intelligent Systems and Computing #1200)

Synopsis

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.

Copyright:

2021

Book Details

Book Quality:

Publisher Quality

ISBN-13:

9783030518592

Related ISBNs:

9783030518585

Publisher:

Springer International Publishing

Date of Addition:

10/16/21

Copyrighted By:

Springer

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Art and Architecture, Computers and Internet, Technology

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Joy Iong-Zong Chen

Edited by:

João Manuel Tavares

Edited by:

Subarna Shakya

Edited by:

Abdullah M. Iliyasu