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Keywords: synthetic seismic image
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Proceedings Papers
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426477
... into comparable reflectivity models. We further convolve the reflectivity models with a frequency-varying wavelet to generate synthetic seismic images and the corresponding channel labels to train the CNN. During the training, we augment the training datasets to further enhance the diversity of data. Although...
Proceedings Papers
Publisher: Society of Exploration Geophysicists
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3214282
... structural information, we further automatically create numerous synthetic seismic images and the corresponding ground truth of structural labels to train CNNs for structural interpretation in field seismic images. Accurate results of structural interpretation in multiple field seismic images show...