Time–Frequency Domain Seismic Signal Denoising Based on Generative Adversarial Networks

Existing deep learning-based seismic signal denoising methods primarily operate in the time domain. Those methods are ineffective when noise overlaps with the seismic signal in the time domain. Time–frequency domain-based deep learning methods are relatively rare and usually employ single loss funct...

Full description

Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Ming Wei, Xinlei Sun, Jianye Zong
Format:	Article
Language:	English
Published:	MDPI AG 2024-05-01
Subjects:	seismic signal noise reduction generative adversarial network perceptual loss
Online Access:	https://www.mdpi.com/2076-3417/14/11/4496