Attenuation of marine seismic interference noise employing a customized U‐Net

J Sun, S Slang, T Elboth, TL Greiner… - Geophysical …, 2020 - earthdoc.org
Marine seismic interference noise occurs when energy from nearby marine seismic source
vessels is recorded during a seismic survey. Such noise tends to be well preserved over …

Improving signal fidelity for deep learning‐based seismic interference noise attenuation

J Sun, S Hou - Geophysical Prospecting, 2023 - earthdoc.org
Deep learning has shown a considerable potential to significantly improve processing
efficiency but has not yet been widely deployed to production projects of seismic signal …

Advances in seismic interference noise attenuation

T Elboth, H Shen, J Khan - 79th EAGE Conference and Exhibition 2017, 2017 - earthdoc.org
This paper presents recent advances in the area of seismic interference (SI) attenuation for
towed streamer data. We show how high amplitude and broadside SI noise can be nearly …

DNN-based workflow for attenuating seismic interference noise and its application to marine towed streamer data from the Northern Viking Graben

J Sun, S Hou, A Triki - arXiv preprint arXiv:2409.07890, 2024 - arxiv.org
To separate seismic interference (SI) noise while ensuring high signal fidelity, we propose a
deep neural network (DNN)-based workflow applied to common shot gathers (CSGs). In our …

Deep neural network-based workflow for attenuating seismic interference noise and its application to marine towed-streamer data from the northern Viking Graben

J Sun, S Hou, A Triki - Geophysics, 2023 - library.seg.org
To separate seismic interference (SI) noise while ensuring high signal fidelity, we have
developed a deep neural network (DNN)-based workflow applied to common-shot gathers …

Automatic source localization and attenuation of seismic interference noise using density-based clustering method

P Xu, W Lu, B Wang - IEEE Transactions on Geoscience and …, 2019 - ieeexplore.ieee.org
Marine seismic data may be contaminated by external source interference noise (ESIN) in
some cases. These ESINs can be suppressed automatically, provided we can localize these …

A seismic interference noise experiment in the central North Sea

T Elboth, F Haouam - 77th EAGE Conference and Exhibition 2015, 2015 - earthdoc.org
Summary During the 2014 North Sea summer season a 2-D line with seismic interference
(SI) noise from varying separations and azimuths was recorded. This line was then used to …

Deep CNN for Coherent Seismic Noise Removal: A Perspective

R Shrivastava, A Asgekar, E Kramer - arXiv preprint arXiv:2312.01748, 2023 - arxiv.org
Seismic denoising is an important processing step before subsequent imaging and
interpretation, which consumes a significant amount of time, whether it is for Quality control …

Using data‐regrouping methods to attenuate shot‐to‐shot coherent interference noise in marine seismic data

H Shen, T Elboth, C Tao, G Tian, H Wang… - Earth and Space …, 2019 - Wiley Online Library
Abstracts Unwanted interference noise often causes problems during seismic reflection data
acquisition and processing. In this paper we present two novel data‐regrouping methods …

Deep CNN for Coherent Seismic Noise Removal: A Perspective

A Asgekar, R Shrivastava, E Kramer - 82nd EAGE Annual Conference …, 2021 - earthdoc.org
Denoising seismic data is a crucial processing step in imaging process that requires
significant compute time and human effort for quality control. There are limitations to existing …