WORK ON SEISMIC
SIGNAL PROCESSING
JOURNAL PUBLICATIONS
Off the grid low rank matrix recovery and seismic data reconstruction [abstract], with O. Lopez, R. Kumar, and F. Herrmann. IEEE Journal of Selected Topics in Signal Processing. Accepted.
Improved wavefield reconstruction from randomized
sampling via weighted one-norm minimization [preprint
version][journal
version], with H. Mansour and F. Herrmann. Geophysics.
78(5) V193–V206 (2013)
Fighting the curse of dimensionality: compressive sensing in exploration seismology [preprint version][journal version], with M.P. Friedlander and F. Herrmann. IEEE Signal Processing Magazine, 29(3):88–100, 2012.
Bayesian wavefield separation by transform-domain
sparsity promotion [journal version],
with D. Wang, R. Saab, and F. Herrmann, Geophysics,
73(5):1-6, 2008.
CONFERENCE PROCEEDINGS
Seismic trace interpolation with approximate message
passing, with N. Ghadermarzy and F. Herrmann, Annual
Meeting of International Society Exploratory Geophysics,
Denver, Colorado, 2014. (5 pages)
Support driven reweighted 1-norm minimization [preprint version][journal version], with H. Mansour, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012.
Weighted 1-norm minimization with multiple weighting sets, [preprint version], with H. Mansour, SPIE Wavelets and Sparsity XIV, San Diego, Aug 2011.
Curvelet-based Primary-Multiple Separation from a Bayesian Perspective, [preprint version], with R. Saab, D. Wang, and F. J. Herrmann, Annual Meeting International Society Exploratory Geophysics, San Antonio, Texas, 2007.
Recent results in curvelet-based primary-multiple separation: application to real data [preprint version], with R. Saab, D. Wang, and F. J. Herrmann, Annual Meeting International Society Exploratory Geophysics, San Antonio, Texas, 2007.