Dive into the world of seismic interpretation and discover how Machine Learning is transforming horizon tracking in the oil and gas industry. This video is perfect for geophysicists, data scientists, and curious minds alike who want to understand how cutting-edge technology is redefining the way we explore subsurface.
📓 Resources: Fast seismic horizon reconstruction based on local dip transformation - https://www.sciencedirect.com/science/article/abs/pii/S0926985113001274 Least-squares horizons with local slopes and multigrid correlations - https://library.seg.org/doi/abs/10.1190/geo2017-0830.1 Seismic horizon extraction with dynamic programming - https://www.researchgate.net/publication/347619781_Seismic_horizon_extraction_with_dynamic_programming Unfaulting and unfolding 3D seismic images - https://library.seg.org/doi/10.1190/geo2012-0350.1 Flattening without picking - https://library.seg.org/doi/full/10.1190/1.2210848 Extracting horizon surfaces from 3D seismic data using deep learning - https://library.seg.org/doi/10.1190/geo2019-0569.1 Automatic tracking for seismic horizons using convolution feature analysis and optimization algorithm - https://www.sciencedirect.com/science/article/pii/S0920410521010846 Seismic horizon tracking using a deep convolutional neural network - https://www.sciencedirect.com/science/article/pii/S0920410519311301 Deep Relative Geologic Time: A Deep Learning Method for Simultaneously Interpreting 3-D Seismic Horizons and Faults - https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2021JB021882 Automatically interpreting all faults, unconformities, and horizons from 3D seismic images - https://library.seg.org/doi/abs/10.1190/INT-2015-0160.1?journalCode=inteio Horizon volumes with interpreted constraints - https://library.seg.org/doi/abs/10.1190/geo2014-0212.1 Deep learning for relative geologic time and seismic horizons - https://library.seg.org/doi/10.1190/geo2019-0252.1 Generating Seismic Horizon Using Multiple Seismic Attributes - https://ieeexplore.ieee.org/document/9097210 Simulating the procedure of manual seismic horizon picking - https://library.seg.org/doi/10.1190/geo2020-0021.1