Search Results - RANDOM noise theory

1

Academic Journal

Attention-Based Neural Network for Erratic Noise Attenuation From Seismic Data With a Shuffled Noise Training Data Generation Strategy.

Authors: Wang, Shaowen¹ shaowinw@163.com, Song, Peng¹ pengs@ouc.edu.cn, Tan, Jun¹ tanjun0532@ouc.edu.cn, He, Bingshou¹ hebinshou@ouc.edu.cn, Wang, Qianqian¹ 870358955@qq.com, Du, Guoning¹ dgn1011@qq.com

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Aug2022, Vol. 60, p1-16. 16p.

Subject Terms: RANDOM noise theory, NOISE, MICROSEISMS

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2

Academic Journal

Distributed Acoustic Sensing Vertical Seismic Profile Data Denoising Based on Multistage Denoising Network.

Authors: Li, Yue¹ liyue@jlu.edu.cn, Zhang, Man¹ zhangwan20@mails.jlu.edu.cn, Zhao, Yuxing¹ zhaoyx18@mails.jlu.edu.cn, Wu, Ning¹ ning1337@gmail.com

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Aug2022, Vol. 60, p1-17. 17p.

Subject Terms: *ARTIFICIAL neural networks, *DATABASES, *TECHNOLOGICAL innovations, VERTICAL seismic profiling, RANDOM noise theory, SIGNAL-to-noise ratio

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3

Academic Journal

Seismic Random Noise Attenuation Based on Non-IID Pixel-Wise Gaussian Noise Modeling.

Authors: Meng, Chuangji¹ 4120105144@stu.xjtu.edu.cn, Gao, Jinghuai¹ jhgao@mail.xjtu.edu.cn, Tian, Yajun¹ xj_tyj@stu.xjtu.edu.cn, Wang, Zhiqiang¹ wzq_workspace@163.com

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Aug2022, Vol. 60, p1-16. 16p.

Subject Terms: *ARTIFICIAL intelligence, RANDOM noise theory, MICROSEISMS, DEEP learning, DATA distribution, NOISE measurement

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4

Academic Journal

Robust Vector MSSA for SNR Enhancement of Seismic Records.

Authors: Brox, Daniel S.¹ dbrox@ece.ubc.ca, Sacchi, Mauricio D.²

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jun2022, Vol. 60, p1-6. 6p.

Subject Terms: RANDOM noise theory, SEISMIC waves, SIGNAL-to-noise ratio, SPECTRUM analysis

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5

Academic Journal

BSnet: An Unsupervised Blind Spot Network for Seismic Data Random Noise Attenuation.

Authors: Fang, Wenqian¹ fwq@cug.edu.cn, Fu, Lihua² lihuafu@cug.edu.cn, Li, Hongwei², Liu, Shaoyong³ liusy1985@126.com, Wang, Qin²

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jun2022, Vol. 60, p1-13. 13p.

Subject Terms: RANDOM noise theory, SEISMIC networks, WHITE noise, SUPERVISED learning, MICROSEISMS, IMAGE processing

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6

Academic Journal

Deblending for Hybrid Simultaneous-Source Data.

Authors: Zu, Shaohuan¹ zushaohuan19@cdut.edu.cn, Hou, Chengzhi², Cao, Junxing¹, Ke, Chaofan², Wang, Yuanjun³

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jun2022, Vol. 60, p1-10. 10p.

Subject Terms: MATRIX decomposition, RANDOM noise theory, NOISE control, BINARY codes

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7

Academic Journal

A Weighted Closure-Phase Statics Correction Method: Synthetic and Field Data Examples.

Authors: Yu, Han¹ han.yu@njupt.edu.cn, Hanafy, Sherif M.², Liu, Lulu³

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. May2022, Vol. 60, p1-13. 13p.

Subject Terms: *ELECTRONIC data processing, STATICS, RANDOM noise theory, BODY image, SEISMOGRAMS, DATA quality, GEOLOGICAL modeling

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8

Academic Journal

Unsupervised Erratic Seismic Noise Attenuation With Robust Deep Convolutional Autoencoders.

Authors: Qian, Feng¹ fengqian@uestc.edu.cn, Guo, Wei¹ 340638086@qq.com, Liu, Zhangbo² 99365706@qq.com, Yu, Hongtao¹ 1508914134@qq.com, Zhang, Gulan³ gulanzhang@163.com, Hu, Guangmin² hgm@uestc.edu.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Apr2022, Vol. 60, p1-16. 16p.

Subject Terms: RANDOM noise theory, IMAGING systems in seismology, SUPERVISED learning, DEEP learning, SMOOTHNESS of functions, NOISE measurement

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9

Academic Journal

Multi-Scale Progressive Fusion Attention Network Based on Small Sample Training for DAS Noise Suppression.

Authors: Wu, Ning¹ ning1337@gmail.com, Xing, Tong¹ xingtong19@mails.jlu.edu.cn, Li, Yue¹ liyue@jlu.edu.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Mar2022, Vol. 60, p1-12. 12p.

Subject Terms: RANDOM noise theory, SEISMIC prospecting, NOISE, SIGNAL-to-noise ratio, ENVIRONMENTAL monitoring, MAPS

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10

Academic Journal

Hyperspectral Image Stripe Removal Network With Cross-Frequency Feature Interaction.

Authors: Wang, Chengjun¹ chengjunwang@whu.edu.cn, Xu, Miaozhong¹ mzxu6319@whu.edu.cn, Jiang, Yonghua² jiangyh@whu.edu.cn, Deng, Guohui² dlyj0207@whu.edu.cn, Lu, Zhongyuan¹ terry.zylu@outlook.com, Zhang, Guo¹ guozhang@whu.edu.cn, Cui, Hao¹ 2018106190049@whu.edu.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Mar2022, Vol. 60, p1-15. 15p.

Subject Terms: RANDOM noise theory, CONVOLUTIONAL neural networks, STRIPES, REMOTE sensing, IMAGE processing, IMAGE denoising

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11

Academic Journal

A Multitask Learning-Based Dynamic Wavelet Amplitude Spectra Extraction Method and Its Application in Q Estimation.

Authors: Wang, Jialin¹ wangjial16@mails.tsinghua.edu.cn, Lu, Wenkai¹ lwkmf@mail.tsinghua.edu.cn, Li, Yandong² liyand@petrochina.com.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jan2022, Vol. 60 Issue 1, p1-10. 10p.

Subject Terms: *ELECTRONIC data processing, *QUANTITATIVE research, *PROBLEM solving, REFLECTANCE, RANDOM noise theory, AMPLITUDE estimation, TIME-frequency analysis

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12

Academic Journal

Adaptive Hyperspectral Mixed Noise Removal.

Authors: Jiang, Tai-Xiang¹ taixiangjiang@gmail.com, Zhuang, Lina² linazhuang@qq.com, Huang, Ting-Zhu³ tingzhuhuang@126.com, Zhao, Xi-Le³ xlzhao122003@163.com, Bioucas-Dias, Jose M.⁴ bioucas@lx.it.pt.com

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jan2022, Vol. 60 Issue 1, p1-13. 13p.

Subject Terms: RANDOM noise theory, GAUSSIAN mixture models, NOISE, NOISE control

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13

Academic Journal

Fast High-Resolution Hyperbolic Radon Transform.

Authors: Chen, Wei¹ chenwei_yangtze@126.com, Yang, Liuqing², Wang, Hang³, Chen, Yangkang⁴

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jan2022, Vol. 60 Issue 1, p1-10. 10p.

Subject Terms: RADON transforms, RANDOM noise theory, INTEGRAL operators, FOURIER integrals, RADON, MICROSEISMS

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14

Academic Journal

Statistics-Guided Residual Dictionary Learning for Footprint Noise Removal.

Authors: Chen, Wei¹ chenwei_yangtze@126.com, Saad, Omar M.² omar.saad@nriag.sci.eg, engomar91@gmail.com, Wang, Hang³, Chen, Yangkang³

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jan2022, Vol. 60 Issue 1, p1-11. 11p.

Subject Terms: *ELECTRONIC data processing, RANDOM noise theory, NOISE, SPARSE matrices

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15

Academic Journal

Iterative Accurate Seismic Data Deblending by ASB-Based Robust Sparse Radon Transform.

Authors: Wang, Benfeng¹ wbf1232007@126.com, Wang, Jie¹, Li, Jun², Guo, Zongbin³

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jan2022, Vol. 60 Issue 1, p1-9. 9p.

Subject Terms: *GAUSSIAN distribution, RADON transforms, RANDOM noise theory, MICROSEISMS, SEISMIC prospecting, RADON, NOISE measurement

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16

Academic Journal

Generative Adversarial Network for Desert Seismic Data Denoising.

Authors: Wang, Hongzhou¹ wanghz18@mails.jlu.edu.cn, Li, Yue¹ liyue@jlu.edu.cn, Dong, Xintong¹ 18186829038@163.com

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Aug2021, Vol. 59 Issue 8, p7062-7075. 14p.

Subject Terms: GENERATIVE adversarial networks, RANDOM noise theory, SEISMIC networks, CONVOLUTIONAL neural networks, SIGNAL-to-noise ratio, SEISMIC prospecting, DESERTS

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17

Academic Journal

Seismic Random Noise Suppression by Using Adaptive Fractal Conservation Law Method Based on Stationarity Testing.

Authors: Zhong, Tie¹ 519647817@qq.com, Cheng, Ming¹ 2232058329@qq.com, Dong, Xintong² 18186829038@163.com, Li, Yue² liyue@jlu.edu.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Apr2021, Vol. 59 Issue 4, p3588-3600. 13p.

Subject Terms: RANDOM noise theory, MICROSEISMS, CONSERVATION laws (Physics), SEISMIC prospecting

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18

Academic Journal

Structure-Oriented DTGV Regularization for Random Noise Attenuation in Seismic Data.

Authors: Wang, Dehua¹ dhwang_xatu@163.com, Gao, Jinghuai² jhgao@mail.xjtu.edu.cn, Liu, Naihao² naihao_liu@mail.xjtu.edu.cn, Jiang, Xiudi³ jiangxd2@cnooc.com.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Feb2021, Vol. 59 Issue 2, p1757-1771. 15p.

Subject Terms: RANDOM noise theory, MICROSEISMS, VERTICAL seismic profiling, CURVELET transforms, SIGNAL-to-noise ratio, INVERSE problems, INTERIOR-point methods

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19

Academic Journal

New Suppression Technology for Low-Frequency Noise in Desert Region: The Improved Robust Principal Component Analysis Based on Prediction of Neural Network.

Authors: Dong, Xintong¹ 18186829038@163.com, Zhong, Tie² 519647817@qq.com, Li, Yue¹ liyue@jlu.edu.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jul2020, Vol. 58 Issue 7, p4680-4690. 11p.

Subject Terms: *FORECASTING, RANDOM noise theory, PRINCIPAL components analysis, DESERTS, CONVOLUTIONAL neural networks, SIGNAL-to-noise ratio

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20

Academic Journal

Low-Frequency Desert Noise Intelligent Suppression in Seismic Data Based on Multiscale Geometric Analysis Convolutional Neural Network.

Authors: Zhao, Yuxing¹ (AUTHOR) zhaoyx18@mails.jlu.edu.cn, Li, Yue¹ (AUTHOR) liyue@jlu.edu.cn, Yang, Baojun¹ (AUTHOR) yangbaojun@jlu.edu.cn

Superior Title: IEEE Transactions on Geoscience & Remote Sensing. Jan2020, Vol. 58 Issue 1, p650-665. 16p.

Subject Terms: *GAUSSIAN distribution, CONVOLUTIONAL neural networks, RANDOM noise theory, GEOMETRIC analysis, SURFACE waves (Seismic waves), SIGNAL-to-noise ratio, NOISE, MICROSEISMS, IMAGE denoising

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