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Keywords: conditional generative adversarial network
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Proceedings Papers

Publisher: Society of Exploration Geophysicists
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751545
... and advanced image-to-image translation with Conditional Generative Adversarial networks (CGAN) to fully automate and optimize fracture characterization and delineation processes. Here, fracture maps were generated from both outcrop and subsurface examples and the results show the proposed method...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3206719
... classification upstream oil & gas separation vsp data divergence reconstruction method gan neural network operator machine learning artificial intelligence adversarial network conditional generative adversarial network shot gather reservoir characterization geophysics waveform synthetic data...
Proceedings Papers

Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3210118
... dataset. In this paper, we propose a method for seismic data interpolation by using the conditional generative adversarial network in time and frequency domain (TF-CGAN). This network consists of two parts, a generation network and a discrimination network. Seismic data and the FFT-transformed data...

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