A Strong Noise Reduction Network for Seismic Records

A Strong Noise Reduction Network for Seismic Records

Noise reduction is a critical step in seismic data processing. A novel strong noise reduction network is proposed in this study. The network enhances the U-Net architecture with an improved inception module and coordinate attention (CA) mechanism, suppressing noise and enhancing signal clarity. Thes...

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Bibliographic Details
Main Authors:	Tong Shen, Xuan Jiang, Wenzheng Rong, Lei Xu, Xianguo Tuo, Guili Peng
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Series:	Applied Sciences
Subjects:	denoise low SNR deep learning U-Net inception channel attention
Online Access:	https://www.mdpi.com/2076-3417/14/22/10262
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