none 10.1190/image2024-4094759.1 Society of Exploration Geophysicists Society of Exploration Geophysicists 186 168935558 5536574 2024121614274700834 10.1190 2025-08-27T18:38:21Z 2024-12-16T17:28:14Z 0 Wenyi Hu Brian W. Horn Fourth International Meeting for Applied Geoscience & Energy Houston, Texas 26 August to 29 August Fourth International Meeting for Applied Geoscience & Energy Society of Exploration Geophysicists and American Association of Petroleum Geologists 07 24 2024 12 16 2024 10.1190/segeab.43 10.1190/segeab.43 2024121614274700834 https://library.seg.org/doi/book/10.1190/segeab.43 Albert Farkhutdinov WAVERITY Ruslan Malikov WAVERITY Izat Shahsenov WAVERITY Development of deep learning method for automatic seismic first break picking 07 24 2024 12 16 2024 2201 2204 10.1190/image2024-4094759.1 10.1190/image2024-4094759.1 2024121614274700834 https://library.seg.org/doi/10.1190/image2024-4094759.1 https://library.seg.org/doi/pdf/10.1190/image2024-4094759.1 https://archives.datapages.com/data/international-meeting-for-applied-geoscience-and-energy/data/2024/image2024-4094759.1.html Geophysical Journal International Caffagni E. 644 206 2016 10.1190/segam2018-2998293.1 Duan, X., J. Zhang, Z. Liu, S. Liu, Z. Chen, and W. Li, 2018, Integrating seismic first-break picking methods with a machine learning approach: 88th Annual International Meeting, SEG, Expanded Abstracts, 2186–2190, doi: 10.1190/segam2018-2998293.1. 10.1111/j.1365-2478.1983.tb01097.x 10.3997/2214-4609.201901614 Loginov, G., D. Anton, D. Litvichenko, and S. Alyamkin, 2019, The first-break detection for real seismic data with use of convolutional neural network: 81st Conference and Exhibition, EAGE, Extended Abstracts, 1–5, doi: 10.3997/2214-4609.201901614. 10.1093/gji/ggaa139 10.1007/978-3-319-24574-4_28 Ronneberger, O., P. Fischer, and T. Brox, 2015, U-Net: convolutional networks for biomedical image segmentation, in N. Navab, J. Hornegger, W. M. Wells, and A. F. Frangi, eds. Medical image computing and computer-assisted intervention – MICCAI 2015, 234–241, doi: 10.1007/978-3-319-24574-4_28. 10.1190/1.3463703 10.1190/geo2022-0741.1 10.1190/geo2018-0389.1 10.3997/2214-4609.201901195 Yoo, J., R. V. Borselen, M. S. Mubarak, and C. Tsingas, 2019, Automated first break picking method using a random sample consensus (RANSAC): 81st Conference and Exhibition, EAGE, Extended Abstracts, 1–5, doi: 10.3997/2214-4609.201901195.