@inproceedings{lopez2015rank, title={Rank minimization via alternating optimization-seismic data interpolation}, author={Lopez, Oscar and Kumar, Rajiv and Herrmann, Felix J}, booktitle={77th EAGE Conference and Exhibition 2015}, volume={2015}, number={1}, pages={1--5}, year={2015}, organization={European Association of Geoscientists \& Engineers} } @incollection{van2019sceptic, title={A sceptic’s view of VVAz and AVAz}, author={Van De Coevering, Norbert and Koster, Klaas and Holt, Rob}, booktitle={SEG Technical Program Expanded Abstracts 2019}, pages={3230--3234}, year={2019}, publisher={Society of Exploration Geophysicists} } @article{trad2003latest, title={Latest views of the sparse Radon transform}, author={Trad, Daniel and Ulrych, Tadeusz and Sacchi, Mauricio}, journal={Geophysics}, volume={68}, number={1}, pages={386--399}, year={2003}, publisher={Society of Exploration Geophysicists} } @book{yilmaz2001seismic, title={Seismic data analysis: Processing, inversion, and interpretation of seismic data}, author={Yilmaz, {\"O}z}, year={2001}, publisher={Society of exploration geophysicists} } @article{mosher2014increasing, title={Increasing the efficiency of seismic data acquisition via compressive sensing}, author={Mosher, Charles and Li, Chengbo and Morley, Larry and Ji, Yongchang and Janiszewski, Frank and Olson, Robert and Brewer, Joel}, journal={The Leading Edge}, volume={33}, number={4}, pages={386--391}, year={2014}, publisher={Society of Exploration Geophysicists} } @article{candes2006robust, title={Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information}, author={Cand{\`e}s, Emmanuel J and Romberg, Justin and Tao, Terence}, journal={IEEE Transactions on information theory}, volume={52}, number={2}, pages={489--509}, year={2006}, publisher={IEEE} } @article{oropeza2011simultaneous, title={Simultaneous seismic data denoising and reconstruction via multichannel singular spectrum analysis}, author={Oropeza, Vicente and Sacchi, Mauricio}, journal={Geophysics}, volume={76}, number={3}, pages={V25--V32}, year={2011}, publisher={Society of Exploration Geophysicists} } @article{herrmann2008non, title={Non-parametric seismic data recovery with curvelet frames}, author={Herrmann, Felix J and Hennenfent, Gilles}, journal={Geophysical Journal International}, volume={173}, number={1}, pages={233--248}, year={2008}, publisher={Blackwell Publishing Ltd Oxford, UK} } @inproceedings{villasenor1996seismic, title={Seismic data compression using high-dimensional wavelet transforms}, author={Villasenor, John D and Ergas, RA and Donoho, PL}, booktitle={Proceedings of Data Compression Conference-DCC'96}, pages={396--405}, year={1996}, organization={IEEE} } @article{sacchi1998interpolation, title={Interpolation and extrapolation using a high-resolution discrete Fourier transform}, author={Sacchi, Mauricio D and Ulrych, Tadeusz J and Walker, Colin J}, journal={IEEE Transactions on Signal Processing}, volume={46}, number={1}, pages={31--38}, year={1998}, publisher={IEEE} } @incollection{chiu20193d, title={3D attenuation of aliased ground roll on randomly undersampled data}, author={Chiu, Stephen K}, booktitle={SEG Technical Program Expanded Abstracts 2019}, pages={4560--4564}, year={2019}, publisher={Society of Exploration Geophysicists} } @incollection{galibert2002practical, title={Practical aspects of 3D coherent noise filtering using (F-Kx-Ky) or wavelet transform filters}, author={Galibert, PY and Duval, L and Dupont, R}, booktitle={SEG Technical Program Expanded Abstracts 2002}, pages={2241--2244}, year={2002}, publisher={Society of Exploration Geophysicists} } @article{liu1999ground, title={Ground roll supression using the Karhunen-Loeve transform}, author={Liu, Xuewei}, journal={Geophysics}, volume={64}, number={2}, pages={564--566}, year={1999}, publisher={Society of Exploration Geophysicists} } @incollection{hennenfent2007random, title={Random sampling: New insights into the reconstruction of coarsely sampled wavefields}, author={Hennenfent, Gilles and Herrmann, Felix J}, booktitle={SEG Technical Program Expanded Abstracts 2007}, pages={2575--2579}, year={2007}, publisher={Society of Exploration Geophysicists} } @incollection{bahia2020ground, title={Ground-roll attenuation through quaternionic inversion with sparsity constraints}, author={Bahia, Breno and Papathanasaki, Illiana and Sacchi, Mauricio D}, booktitle={SEG Technical Program Expanded Abstracts 2020}, pages={3254--3258}, year={2020}, publisher={Society of Exploration Geophysicists} } @incollection{tan2019seam, title={SEAM Phase II Barrett model classic data study: Processing, imaging, and attributes analysis}, author={Tan, Justin and Li, Tianjiang and Jarrah, Firas and Lee, King and Holt, Rob and Coevering, Norbert Van De and Koster, Klaas}, booktitle={SEG Technical Program Expanded Abstracts 2019}, pages={3840--3844}, year={2019}, publisher={Society of Exploration Geophysicists} } @incollection{zhang2020wavefield, title={Wavefield recovery with limited-subspace weighted matrix factorizations}, author={Zhang, Yijun and Sharan, Shashin and Lopez, Oscar and Herrmann, Felix J}, booktitle={SEG Technical Program Expanded Abstracts 2020}, pages={2858--2862}, year={2020}, publisher={Society of Exploration Geophysicists} } @incollection{yarham2006curvelet, title={Curvelet-based ground roll removal}, author={Yarham, Carson and Boeniger, Urs and Herrmann, Felix}, booktitle={SEG Technical Program Expanded Abstracts 2006}, pages={2777--2782}, year={2006}, publisher={Society of Exploration Geophysicists} } @unpublished {sharan2020lsh, title = {Large scale high-frequency wavefield reconstruction with recursively weighted matrix factorizations}, year = {2020}, note = {Submitted to Geophysics}, month = {10}, keywords = {5D reconstruction, compressed sensing, frequency-domain, parallel, signal processing}, url = {https://slim.gatech.edu/Publications/Public/Submitted/2020/sharan2020lsh/sharan2020lsh.html}, author = {Shashin Sharan and Yijun Zhang and Oscar Lopez and Felix J. Herrmann} } @article{eftekhari2018weighted, title={Weighted matrix completion and recovery with prior subspace information}, author={Eftekhari, Armin and Yang, Dehui and Wakin, Michael B}, journal={IEEE Transactions on Information Theory}, volume={64}, number={6}, pages={4044--4071}, year={2018}, publisher={IEEE} } @inproceedings{rennie2005fast, title={Fast maximum margin matrix factorization for collaborative prediction}, author={Rennie, Jasson DM and Srebro, Nathan}, booktitle={Proceedings of the 22nd international conference on Machine learning}, pages={713--719}, year={2005}, organization={ACM} } @article{aravkin2014fast, title={Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation}, author={Aravkin, Aleksandr and Kumar, Rajiv and Mansour, Hassan and Recht, Ben and Herrmann, Felix J}, journal={SIAM Journal on Scientific Computing}, volume={36}, number={5}, pages={S237--S266}, year={2014}, publisher={SIAM} } @incollection{zhang2019high, title={High-frequency wavefield recovery with weighted matrix factorizations}, author={Zhang, Yijun and Sharan, Shashin and Herrmann, Felix J}, booktitle={SEG Technical Program Expanded Abstracts 2019}, pages={3959--3963}, year={2019}, publisher={Society of Exploration Geophysicists} } @article{kumar2015efficient, title={Efficient matrix completion for seismic data reconstruction}, author={Kumar, Rajiv and Da Silva, Curt and Akalin, Okan and Aravkin, Aleksandr Y and Mansour, Hassan and Recht, Benjamin and Herrmann, Felix J}, journal={Geophysics}, volume={80}, number={5}, pages={V97--V114}, year={2015}, publisher={Society of Exploration Geophysicists} }