49 citations · 121 across the 6 of their papers we have counts for
Showing cs.CVShow all
3 papers · 1 filter
cs.CV2022★ 1 cited
CONSS: Contrastive Learning Approach for Semi-Supervised Seismic Facies Classification
Kewen Li, Wenlong Liu, Yimin Dou +3
Recently, seismic facies classification based on convolutional neural networks (CNN) has garnered significant research interest. However, existing CNN-based supervised learning app…
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…
cs.CV2021★ 49 cited
Attention-Based 3D Seismic Fault Segmentation Training by a Few 2D Slice Labels
YiMin Dou, Kewen Li, Jianbing Zhu +2
Detection faults in seismic data is a crucial step for seismic structural interpretation, reservoir characterization and well placement. Some recent works regard it as an image seg…