Seismic fault detection using convolutional neural networks with focal loss

Uncertainty quantification in fault detection using convolutional neural networks

(2021) Runhai Feng et al.   GEOPHYSICS

Imposing interpretational constraints on a seismic interpretation CNN

(2021) Haibin Di et al.   GEOPHYSICS

Deep convolutional neural network for automatic fault recognition from 3D seismic datasets

(2021) Yu An et al.   COMPUTERS & GEOSCIENCES

Seismic fault detection using an encoder–decoder convolutional neural network with a small training set

(2019) Shengrong Li et al.   Journal of Geophysics and Engineering

FaultSeg3D: using synthetic datasets to train an end-to-end convolutional neural network for 3D seismic fault segmentation

(2019) Xinming Wu et al.   GEOPHYSICS

Seismic fault detection in real data using transfer learning from a convolutional neural network pre-trained with synthetic seismic data

(2019) Augusto Cunha et al.   COMPUTERS & GEOSCIENCES

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

Seismic Fault Detection Using Convolutional Neural Networks Trained on Synthetic Poststacked Amplitude Maps

(2018) Axelle Pochet et al.   IEEE Geoscience and Remote Sensing Letters

Display and enhancement of volumetric fault images

(2016) Gabriel Machado et al.   Interpretation-A Journal of Subsurface Characterization

Deep learning

(2015) Yann LeCun et al.   NATURE

Semiautomated fault interpretation based on seismic attributes

(2014) Bo Zhang et al.   Interpretation-A Journal of Subsurface Characterization

Methods to compute fault images, extract fault surfaces, and estimate fault throws from 3D seismic images

(2013) Dave Hale   GEOPHYSICS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING