Efficient Seismic Denoising Transformer with Gradient Prediction and Parameter-Free Attention

Suppression of random noise can effectively improve the signal-to-noise ratio (SNR) of seismic data. In recent years, convolutional neural network (CNN)-based deep learning methods have shown significant performance in seismic data denoising. However, the convolution operation in CNN usually can onl...

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Bibliographic Details
Main Author: GAO Lei, QIAO Haowei, LIANG Dongsheng, MIN Fan, YANG Mei
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2025-05-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2405052.pdf
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