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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  
Modeling Land Seismic Exploration Random Noise in a Weakly Heterogeneous Medium and the Application to the Training Set 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2020, 卷号: 17, 期号: 4, 页码: 701-705
作者:  Feng, Qiankun;  Li, Yue;  Yang, Baojun
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/22
Mathematical model  Propagation  Noise reduction  Training  Green's function methods  Convolutional neural networks  Denoising convolutional neural networks (DnCNN)  seismic exploration random noise modeling  training set  wave equations in the heterogeneous medium  weakly heterogeneous isotropic medium  
Low-Frequency Desert Noise Intelligent Suppression in Seismic Data Based on Multiscale Geometric Analysis Convolutional 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: 1, 页码: 650-665
作者:  Zhao, Yuxing;  Li, Yue;  Yang, Baojun
收藏  |  浏览/下载：7/0  |  提交时间：2020/03/23
Noise reduction  Feature extraction  Signal to noise ratio  Signal resolution  Training  Transforms  Surface waves  Convolutional neural network (CNN)  low-frequency noise suppression  multiscale geometric analysis (MGA)  seismic exploration  training set  
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  
Seismic Exploration Random Noise on Land: Modeling and Application to Noise Suppression 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2017, 卷号: 55, 期号: 8, 页码: 4668-4681
作者:  Li, Guanghui;  Li, Yue;  Yang, Baojun
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Noise suppression  seismic random noise modeling  spatial analysis  time-series analysis  wave propagation