Semantic Image Segmentation Based Cable Vibration Frequency Visual Monitoring Using Modified Convolutional Neural Network with Pixel-wise Weighting Strategy

Semantic Image Segmentation Based Cable Vibration Frequency Visual Monitoring Using Modified Convolutional Neural Network with Pixel-wise Weighting Strategy

Attributed to the explosive adoption of large-span spatial structures and infrastructures as a critical damage-sensitive element, there is a pressing need to monitor cable vibration frequency to inspect the structural health. Neither existing acceleration sensor-utilized contact methods nor conventi...

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Bibliographic Details
Main Authors: Han Yang, Hong-Cheng Xu, Shuang-Jian Jiao, Feng-De Yin
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Remote Sensing
Subjects:
cable vibration frequency
remote and visual monitoring
convolutional neural network
semantic image segmentation
deep learning
structural health monitoring
Online Access:https://www.mdpi.com/2072-4292/13/8/1466

Internet

https://www.mdpi.com/2072-4292/13/8/1466

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