Fast dictionary learning for 3D simultaneous seismic data reconstruction and denoising

Author:

Wu Juan,Chen QingliORCID,Gui Zhixian,Bai Min

Publisher

Elsevier BV

Subject

Geophysics

Reference69 articles.

1. 3D interpolation of irregular data with a POCS algorithm;Abma;Geophysics,2006

2. The K-SVD: an algorithm for designing of overcomplete dictionaries for sparse representation;Aharon;IEEE Trans. Signal Process.,2006

3. Seismic random noise attenuation using synchrosqueezed wavelet transform and low-rank signal matrix approximation;Anvari;IEEE Trans. Geosci. Remote Sens.,2017

4. Iterative sparse deconvolution using seislet-domain constraint;Bai;J. Seismic Explor.,2019

5. Gaussian beam reconstruction of seismic data;Bai;Geophysics,2019

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1. One-Dimensional Dictionary Learning With Variational Sparse Representation for Single-Channel Seismic Denoising;IEEE Transactions on Geoscience and Remote Sensing;2024

2. Seismic Data Denoising Based on DC-PCNN Image Fusion in NSCT Domain;IEEE Geoscience and Remote Sensing Letters;2024

3. Efficient Denoising of Multidimensional GPR Data Based on Fast Dictionary Learning;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2024

4. Fast Dictionary Learning Based on Data-Driven Tight Frame for 3-D Seismic Data Denoising;IEEE Transactions on Geoscience and Remote Sensing;2024

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