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Fault detection using a convolutional neural network trained with point-spread function-convolution-based samples
Automatic fault detection in seismic images using deep learning-based methods has
attracted great interest in recent years. Detecting faults by deep learning methods is …
attracted great interest in recent years. Detecting faults by deep learning methods is …
Separation of migration and tomography modes of full‐waveform inversion in the plane wave domain
Full‐waveform inversion (FWI) includes both migration and tomography modes. The
migration mode acts like a nonlinear least squares migration to map model interfaces with …
migration mode acts like a nonlinear least squares migration to map model interfaces with …
An illumination‐compensated Gaussian beam migration for enhancing subsalt imaging
S Liu, Z Yan, W Zhu, B Han, H Gu, S Hu - Geophysical Prospecting, 2021 - earthdoc.org
Seismic images of Earth's subsurface are essential for oil and gas exploration. Gaussian
beam migration is popular for seismic imaging owing to its flexibility and efficiency of …
beam migration is popular for seismic imaging owing to its flexibility and efficiency of …
Elastic full waveform inversion with angle decomposition and wavefield decoupling
Full waveform inversion (FWI) is a powerful tool to understand the real complicated earth
model. As FWI is a highly nonlinear problem and depends strongly on the initial model, how …
model. As FWI is a highly nonlinear problem and depends strongly on the initial model, how …
An angle-domain wavenumber filter for multi-scale full-waveform inversion
XB **e - SEG International Exposition and Annual Meeting, 2015 - onepetro.org
The scale length information of velocity perturbations carried by scattered wave is not only
dependent on wave frequency but also related to the scattering angle. We introduce a angle …
dependent on wave frequency but also related to the scattering angle. We introduce a angle …
Absolute acoustic impedance inversion using convolutional neural networks with transfer learning
S Liu, W Ni, W Fang, L Fu - Geophysics, 2023 - library.seg.org
Acoustic impedance (AI) is a key parameter frequently used for characterizing reservoirs in
the oil and gas industry. The absolute AI can be divided into background and high …
the oil and gas industry. The absolute AI can be divided into background and high …
Point‐spread function convolution to simulate prestack depth migrated images: a validation study
Seismic migration commonly yields an incomplete reconstruction of the Earth model due to
restricted survey aperture, band‐limited frequency content and propagation effects. This …
restricted survey aperture, band‐limited frequency content and propagation effects. This …
Full-wave seismic illumination and resolution analyses: A Poynting-vector-based method
Z Yan, XB **e - Geophysics, 2016 - library.seg.org
Illumination and resolution analysis provides vital information regarding the response of an
imaging system to subsurface structures. However, generating the resolution function is …
imaging system to subsurface structures. However, generating the resolution function is …
Internal multiple removal and illumination correction for seismic imaging
Marchenko equation-based imaging methods have been proved as an effective way to
remove the internal multiples. Conventional Marchenko imaging needs the reflection …
remove the internal multiples. Conventional Marchenko imaging needs the reflection …
Acquisition aperture correction in the angle domain toward true-reflection reverse time migration
Due to incomplete aperture coverage and complex overburden structures, the migration
process cannot provide a true-amplitude image even though a true-amplitude propagator is …
process cannot provide a true-amplitude image even though a true-amplitude propagator is …