An Improved GAN-Based Image Restoration Method for Imaging Logging Images

An Improved GAN-Based Image Restoration Method for Imaging Logging Images

An improved GAN-based imaging logging image restoration method is presented in this paper for solving the problem of partially missing micro-resistivity imaging logging images. The method uses FCN as the generative network infrastructure and adds a depth-separable convolutional residual block to lea...

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Bibliographic Details
Main Authors: Maojun Cao, Hao Feng, Hong Xiao
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
micro-resistivity imaging logging
generative adversarial networks
depth-separable convolution
residual connectivity
channel attention mechanisms
Online Access:https://www.mdpi.com/2076-3417/13/16/9249

Internet

https://www.mdpi.com/2076-3417/13/16/9249

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