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The Application of Semisupervised Attentional Generative Adversarial Networks in Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2022
作者:  Li, Yue;  Luo, Xinming;  Wu, Ning;  Dong, Xintong
收藏  |  浏览/下载：43/0  |  提交时间：2022/02/12
Noise reduction  Noise measurement  Training  Generators  Signal to noise ratio  Generative adversarial networks  Mathematical model  Class activation map (CAM)  deep learning (DL)  desert seismic data  generative adversarial networks (GANs)  
Multi-scale DCFF network: a new desert low-frequency noise suppression method 期刊论文
发表期刊: ACTA GEODAETICA ET GEOPHYSICA. 出版年: 2021, 卷号: 56, 期号: 2, 页码: 357-371
作者:  Li, Yue;  Zhao, Zhen;  Tian, Yanan;  Feng, Qiankun
收藏  |  浏览/下载：42/0  |  提交时间：2021/07/30
Complicated low-frequency noise  Desert seismic data  Dense connection  Multi-scale feature fusion  
A Branch Construction-Based CNN Denoiser for Desert Seismic Data 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 18, 期号: 4, 页码: 736-740
作者:  Lin, Hongbo;  Wang, Shifu;  Li, Yue
收藏  |  浏览/下载：38/0  |  提交时间：2021/07/30
Noise reduction  Training  Convolution  Radio frequency  Data models  Noise measurement  Training data  Convolutional neural network (CNN)  deep learning  denoise  desert seismic random noise  seismic exploration  
Generative Adversarial Network for Desert Seismic Data Denoising 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2021, 卷号: 59, 期号: 8, 页码: 7062-7075
作者:  Wang, Hongzhou;  Li, Yue;  Dong, Xintong
收藏  |  浏览/下载：40/0  |  提交时间：2021/11/19
Noise reduction  Generators  Generative adversarial networks  Gallium nitride  Convolution  Signal to noise ratio  Training  Adversarial training  convolutional neural network (CNN)  desert seismic data  generative adversarial network (GAN)  low signal-to-noise ratios (SNRs)  
Noise suppression method based on multi-scale Dilated Convolution Network in desert seismic data 期刊论文
发表期刊: COMPUTERS & GEOSCIENCES. 出版年: 2021, 卷号: 156
作者:  Li, Yue;  Wang, Yuying;  Wu, Ning
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/19
Multi-scale  Dilated convolution  Convolutional neural network  Desert seismic data denoising  
Parameter-shared variational auto-encoding adversarial network for desert seismic data denoising in Northwest China 期刊论文
发表期刊: JOURNAL OF APPLIED GEOPHYSICS. 出版年: 2021, 卷号: 193
作者:  Li, Yue;  Wang, Cong;  Tian, Yanan;  Wang, Shengnan
收藏  |  浏览/下载：31/0  |  提交时间：2021/11/19
Desert seismic data  Noise suppression  Unpaired training  Parameter shared  
Desert Noise Suppression for Seismic Data Based on Feature Enhancement Denoising Network 期刊论文
发表期刊: IZVESTIYA-PHYSICS OF THE SOLID EARTH. 出版年: 2021, 卷号: 57, 期号: 6, 页码: 935-949
作者:  Li, Juan;  An, Ran;  Li, Yue;  Zhao, Yuxing
收藏  |  浏览/下载：16/0  |  提交时间：2022/02/12
feature enhancement  seismic data  desert noise suppression  hybrid dilated convolution  
The Denoising of Desert Seismic Data Based on Cycle-GAN With Unpaired Data Training 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 18, 期号: 11, 页码: 2016-2020
作者:  Li, Yue;  Wang, Hongzhou;  Dong, Xintong
收藏  |  浏览/下载：47/0  |  提交时间：2021/11/29
Noise reduction  Training  Noise measurement  Generators  Gallium nitride  Data models  Generative adversarial networks  Cycle-generative adversarial networks (GANs)  desert seismic data  training set  unpaired data training  
DESERT SEISMIC DATA DENOISING AND EFFECTIVE SIGNAL RECOVERY BY USING IMPROVED SHEARLET TRANSFORM BASED ON THE DEEP-LEARNING COEFFICIENT SELECTION 期刊论文
发表期刊: JOURNAL OF SEISMIC EXPLORATION. 出版年: 2021, 卷号: 30, 期号: 5, 页码: 455-479
作者:  Dong, Xintong;  Li, Yue;  Yang, Baojun
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
desert seismic data  shearlet transform  noise suppression  convolutional neural network  low signal-to-noise ratio  spectrum overlapping  
Low-Frequency Noise Suppression of Desert Seismic Data Based on Variational Mode Decomposition and Low-Rank Component Extraction 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2020, 卷号: 17, 期号: 2, 页码: 337-341
作者:  Ma, Haitao;  Yan, Jie;  Li, Yue
收藏  |  浏览/下载：19/0  |  提交时间：2020/05/22
Noise reduction  Matrix decomposition  Low-frequency noise  Transforms  Approximation algorithms  Sparse matrices  Frequency estimation  Desert seismic data  low-frequency noise suppression  low-rank matrix approximation  OptShrink  variational mode decomposition (VMD)