Coordinate-based seismic interpolation in irregular land survey: a deep internal learning approach

P Goyes-Peñafiel, E Vargas, CV Correa… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Physical and budget constraints often result in irregular sampling, which complicates
accurate subsurface imaging. Preprocessing approaches, such as missing trace or shot …

GAN–supervised Seismic Data Reconstruction: An Enhanced–Learning for Improved Generalization

P Goyes-Peñafiel, L Suárez-Rodríguez… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Seismic data interpolation of irregularly missing traces plays a crucial role in subsurface
imaging, enabling accurate analysis and interpretation throughout the seismic processing …

3D Geometry Design via End-To-End Optimization for Land Seismic Acquisition

A Hernandez-Rojas, H Arguello - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Seismic acquisition is important in the exploration of the subsurface to find new petroleum
fields, where a regular-spaced dense acquisition is critical to obtain high-quality seismic …

Volumetric Filtering for Shot Gather Interpolation in Swath Seismic Acquisition

P Goyes-Peñafiel, E Vargas, Y Mäkinen… - … and Remote Sensing …, 2023 - ieeexplore.ieee.org
Due to environmental and economic constraints inherent to seismic exploration, there are
often missing shotpoints and receivers that degrade the resolution of the final seismic image …

Design of Undersampled Seismic Acquisition Geometries Via End-to-End Optimization

A Hernandez-Rojas, H Arguello - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Seismic data acquisition is essential for discovering new hydrocarbon targets, where a high-
resolution regular-spaced acquisition is critical to obtain high-quality seismic images …

Optical Codification Design in Compressive Spectral Imaging: From Mathematical to Deep Learning Optimization.

L Galvis, H Arguello - Óptica Pura y Aplicada, 2022 - search.ebscohost.com
The optical codification in compressive spectral imaging has been an area of continuous
improvement. The study of the coded apertures as modulation devices and their contribution …

A comparative study over improved fast iterative shrinkage-thresholding algorithms: an application to seismic data reconstruction

HR Khatami, MA Riahi, MM Abedi… - Studia Geophysica et …, 2024 - Springer
abstract Seismic data reconstruction is a crucial process involving the restoration of missing
or corrupted traces to create a uniform dataset for subsequent data processing. Various …