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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：17/0  |  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)  
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：4/0  |  提交时间：2022/02/12
desert seismic data  shearlet transform  noise suppression  convolutional neural network  low signal-to-noise ratio  spectrum overlapping  
Background noise suppression using trainable nonlinear reaction diffusion assisted by robust principle component analysis 期刊论文
发表期刊: EXPLORATION GEOPHYSICS. 出版年: 2020, 卷号: 51, 期号: 6, 页码: 642-651
作者:  Jia, Nan;  Ma, Haitao;  Dong, Xintong;  Li, Yue
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Noise  attenuation  solid earth geophysics  seismic exploration  
New Suppression Technology for Low-Frequency Noise in Desert Region: The Improved Robust Principal Component Analysis Based on Prediction of Neural Network 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2020, 卷号: 58, 期号: 7, 页码: 4680-4690
作者:  Dong, Xintong;  Zhong, Tie;  Li, Yue
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
Low-frequency noise  Noise reduction  Training  Noise measurement  Sparse matrices  Signal to noise ratio  Predictive models  Convolutional neural network (CNN)  desert low-frequency noise  low-rank matrix (LM)  robust principal component analysis (RPCA)  sparse matrix (SM)  
Low-Frequency Noise Suppression Method Based on Improved DnCNN in Desert Seismic Data 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2019, 卷号: 16, 期号: 5, 页码: 811-815
作者:  Zhao, Yuxing;  Li, Yue;  Dong, Xintong;  Yang, Baojun
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Convolutional neural network (CNN)  low-frequency noise  noise suppression  seismic exploration  training set  
Desert mixed seismic noise suppression by using multiple forward models and a supervised deep-learning method 期刊论文
发表期刊: EXPLORATION GEOPHYSICS.
作者:  Dong, Xintong;  Wang, Hongzhou;  Zhong, Tie;  Li, Yue
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/07
Image processing  low frequency  seismic exploration  reflection