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

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

Liu, Zhigang; Liu, Wenqiang; Zhong, Junping

Springer Verlag, Singapore

04/2024

239

Mole

9789819909551

15 a 20 dias

Descrição não disponível.

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 Clouds.

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High-speed Railway;Pantograph-Catenary System;Automatic Detection;Image Processing;Deep Learning;Convolutional Neural Network;Reinforcement Learning;Generative Adversarial Network;Catenary Support Components;Image Enhancement