The MS dissertation, "Nam Pham, 2019, Automatic channel detection using deep learning," explains how a synthetically generated dataset can solve the issue of channel detection on real seismic data. He provides results on the Browse basin (offshore Australia) and Parikhaka datasets.
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Link to the dissertation: https://repositories.lib.utexas.edu/handle/2152/74998
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Deep Learning On Seismic For Automatic Channel Detection | NatokHD