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Deep Learning-Based Detection of Catenary Support Component Defect and Fault in

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eBay item number:364755999453
Last updated on May 07, 2024 13:57:00 MYTView all revisionsView all revisions

Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
ISBN-13
9789819909520
Type
NA
Publication Name
NA
ISBN
9789819909520
Publication Year
2023
Format
Hardcover
Language
English
Book Title
Deep Learning-Based Detection of Catenary Support Component Defect and Fault in High-Speed Railways
Illustrator
Yes
Book Series
Advances in High-Speed Rail Technology Ser.
Author
Zhigang Liu, Junping Zhong, Wenqiang Liu
Publisher
Springer
Genre
Technology & Engineering, Computers
Item Length
9.3 in
Topic
Intelligence (Ai) & Semantics, Electronics / General, Automotive
Item Width
6.1 in

About this product

Product Information

This book focuses on the deep learning technologies and their applications in the catenary detection of high-speed railways. As the only source of power for high-speed trains, the catenary's service performance directly affects the safe operation of high-speed railways. This book systematically shows the latest research results of catenary detection in high-speed railways, especially the detection of catenary support component defect and fault. Some methods or algorithms have been adopted in practical engineering. These methods or algorithms provide important references and help the researcher, scholar, and engineer on pantograph and catenary technology in high-speed railways. Unlike traditional detection methods of catenary support component based on image processing, some advanced methods in the deep learning field, including convolutional neural network, reinforcement learning, generative adversarial network, etc., are adopted and improved in this book. The main contents include the overview of catenary detection of electrified railways, the introduction of some advance of deep learning theories, catenary support components and their characteristics in high-speed railways, the image reprocessing of catenary support components, the positioning of catenary support components, the detection of defect and fault, the detection based on 3D point cloud, etc.

Product Identifiers

Publisher
Springer
ISBN-10
981990952x
ISBN-13
9789819909520
eBay Product ID (ePID)
7059022623

Product Key Features

Book Title
Deep Learning-Based Detection of Catenary Support Component Defect and Fault in High-Speed Railways
Language
English
Publication Year
2023
Topic
Intelligence (Ai) & Semantics, Electronics / General, Automotive
Illustrator
Yes
Genre
Technology & Engineering, Computers
Author
Zhigang Liu, Junping Zhong, Wenqiang Liu
Book Series
Advances in High-Speed Rail Technology Ser.
Format
Hardcover

Dimensions

Item Length
9.3 in
Item Width
6.1 in

Additional Product Features

Number of Volumes
1 Vol.
Lc Classification Number
Tl1-483
Table of Content
Overview of Catenary Detection of Electrified Railways.- Advance of Deep Learning.- Catenary Support Components and their Characteristics in High-speed Railways.- Preprocessing of Catenary Support Components' Images.- Positioning of Catenary Support Components.- Detection of Catenary Support Component Defect and Fault.- Detection of The parameters of Catenary Support Devices based on 3D Point Cloud.
Copyright Date
2023

Item description from the seller

grandeagleretail

grandeagleretail

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