Vertical resolution enhancement of seismic data with convolutional U-net
Author:
Affiliation:
1. RISE.ML Lab., Hanyang University
2. YK Geophysics
Publisher
Society of Exploration Geophysicists
Link
https://library.seg.org/doi/pdf/10.1190/segam2019-3216042.1
Reference9 articles.
1. Ronneberger, O., P. Fischer, and T. Brox, 2015, U-Net: Convolutional networks for biomedical image segmentation: arXiv:1505.04597.
2. Extending seismic bandwidth using the continuous wavelet transform
3. Canning, A., D. Moulière-Reiser, Y. Weiss, A. Malkin, E. Philip, N. Grinberg, A. Teitel, M. Reznikov, and V. Yehezkel, 2017, Neural networks approach to spectral enhancement: 87th Annual International Meeting, SEG, Expanded Abstracts, doi: 10.1190/segam2017-17751158.1.
4. Tutorial: Spectral bandwidth extension — Invention versus harmonic extrapolation
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