41 citations · 71 across the 3 of their papers we have counts for
3 papers
physics.geo-ph2023
ContrasInver: Ultra-Sparse Label Semi-supervised Regression for Multi-dimensional Seismic Inversion
Yimin Dou, Kewen Li, Wenjun Lv +3
The automated interpretation and inversion of seismic data have advanced significantly with the development of Deep Learning (DL) methods. However, these methods often require nume…
physics.geo-ph2022★ 41 cited
MDA GAN: Adversarial-Learning-based 3-D Seismic Data Interpolation and Reconstruction for Complex Missing
Yimin Dou, Kewen Li, Hongjie Duan +3
The interpolation and reconstruction of missing traces is a crucial step in seismic data processing, moreover it is also a highly ill-posed problem, especially for complex cases su…
cs.CV2021★ 30 cited
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation
Yimin Dou, Kewen Li, Jianbing Zhu +3
Data-driven fault detection has been regarded as a 3D image segmentation task. The models trained from synthetic data are difficult to generalize in some surveys. Recently, trainin…