Reconstruction of sparsely sampled seismic data via residual U-Net

S Tang, Y Ding, HW Zhou… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
Reconstruction of sparsely sampled seismic data is critical for maintaining the quality of
seismic images when significant numbers of shots and receivers are missing. We present a …

[HTML][HTML] CSI: 基于压缩感知的高精度高效率地震资料采集技术

李成博, 张宇 - 石油物探, 2018 - xml-data.org
介绍了CSI (Compressive Seismic Imaging) 技术. 该技术是基于压缩感知理论所开发出的一
整套地震资料采集和处理综合技术, 主要包括非规则最优化采样设计, 地震信号的稀疏化处理 …

Automated survey design for blended acquisition with irregular spatial sampling via the integration of a metaheuristic and deep learning

S Nakayama, G Blacquière, T Ishiyama - Geophysics, 2019 - pubs.geoscienceworld.org
Blended acquisition along with efficient detector and source geometries allows for a cost-
effective operation. The outcome of subsequent deblending and data reconstruction is of …

[图书][B] Survey design and seismic acquisition for land, marine, and in-between in light of new technology and techniques

DJ Monk - 2020 - library.seg.org
Seismic surveys are subject to many different design criteria, but often the parameters are
established based on an outdated view of how data can be acquired and how it will be …

A consensus equilibrium approach for 3-D land seismic shots recovery

P Goyes-Peñafiel, E Vargas, CV Correa… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
Physical and budget constraints often result in inadequate sampling for accurate subsurface
imaging. Preprocessing approaches, such as missing trace interpolation, are typically …

Effects of dimensionality of transform domain on multiple stages source separation with prior

R Kumar, YIK Amin, A Mahdad, P Bilsby… - … Meeting for Applied …, 2021 - library.seg.org
We illustrate the advantages of deblending a simultaneous source acquisition with a
multiple stages source separation with prior approach using higher dimensional transform …

High-efficiency observations: compressive sensing and recovery of seismic waveform data

L Bai, H Lu, Y Liu - Pure and Applied Geophysics, 2020 - Springer
We present a new sampling scheme for seismic network observations and seismic
exploration data acquisition based on compressive sensing theory. According to this theory …

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 …

Seis-PDDN: Seismic Undersampling Design and Reconstruction using Prior Distribution and Diffusion Null-Space Iteration

X Wang, Z Wang, X Lei, C Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The acquisition and reconstruction of seismic data are fundamental to seismic exploration.
The balancing data quality and acquisition cost is essential. To address this challenge, we …

Mutual coherence in compressive sensing seismic acquisition

A Titova, MB Wakin, A Tura - SEG International Exposition and Annual …, 2019 - onepetro.org
Compressive Sensing (CS) opens up new perspectives for seismic acquisition design and
data reconstruction. The quality of CS reconstructed data depends on three elements …