Near offset reconstruction for marine seismic data using a convolutional neural network

OR Huff, VS Thorkildsen, TL Greiner… - Geophysical …, 2024 - Wiley Online Library
Marine seismic data is often missing near offset information due to separation between the
source and receiver cables. To solve this problem, a convolutional neural network is trained …

Convolutional neural network-based restoration of near offsets in marine seismic data

OR Huff, VS Thorkildsen, TL Greiner, JE Lie… - 84th EAGE Annual …, 2023 - earthdoc.org
We present a workflow for reconstructing missing near offset traces in marine seismic data
using a convolutional neural network. We first generate two-dimensional synthetic shot …