GAN–supervised Seismic Data Reconstruction: An Enhanced–Learning for Improved Generalization

P Goyes-Peñafiel, L Suárez-Rodríguez… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Seismic data interpolation of irregularly missing traces plays a crucial role in subsurface
imaging, enabling accurate analysis and interpretation throughout the seismic processing …

CDDIP: Constrained Diffusion-Driven Deep Image Prior for Seismic Image Reconstruction

P Goyes-Peñafiel, U Kamilov, H Arguello - arXiv preprint arXiv:2407.17402, 2024 - arxiv.org
Seismic data frequently exhibits missing traces, substantially affecting subsequent seismic
processing and interpretation. Deep learning-based approaches have demonstrated …