Improving Performance of Seismic Fault Detection by Fine-Tuning the Convolutional Neural Network Pre-Trained with Synthetic Samples

Seismic Data Denoising Based on Sparse and Low-Rank Regularization

(2020) Shu Li et al.   Energies

Deep learning for irregularly and regularly missing data reconstruction

(2020) Xintao Chai et al.   Scientific Reports

A Sparse Spike Deconvolution Algorithm Based on a Recurrent Neural Network and the Iterative Shrinkage-Thresholding Algorithm

(2020) Shulin Pan et al.   Energies

Deep denoising autoencoder for seismic random noise attenuation

(2020) Omar M. Saad et al.   GEOPHYSICS

3D Reservoir Geological Modeling Algorithm Based on a Deep Feedforward Neural Network: A Case Study of the Delta Reservoir of Upper Urho Formation in the X Area of Karamay, Xinjiang, China

(2020) Jianpeng Yao et al.   Energies

Seismic Impedance Inversion Using Fully Convolutional Residual Network and Transfer Learning

(2020) Bangyu Wu et al.   IEEE Geoscience and Remote Sensing Letters

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

(2019) Xinming Wu et al.   GEOPHYSICS

Fault image enhancement using a forward and backward diffusion method

(2019) Zhe Yan et al.   COMPUTERS & GEOSCIENCES

Multitask learning for local seismic image processing: fault detection, structure-oriented smoothing with edge-preserving, and seismic normal estimation by using a single convolutional neural network

(2019) Xinming Wu et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

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 Deep Transfer Learning Framework for Seismic Data Analysis: A Case Study on Bright Spot Detection

(2019) Julia El Zini et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SEISMIC FAULT DETECTION WITH CONVOLUTIONAL NEURAL NETWORK

(2018) Wei Xiong et al.   GEOPHYSICS

Directional structure-tensor-based coherence to detect seismic faults and channels

(2017) Xinming Wu   GEOPHYSICS

3D seismic image processing for faults

(2016) Xinming Wu et al.   GEOPHYSICS

Display and enhancement of volumetric fault images

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

Efficient volumetric extraction of most positive/negative curvature and flexure for fracture characterization from 3D seismic data

(2015) Haibin Di et al.   GEOPHYSICAL PROSPECTING

Automatic fault tracking based on ant colony algorithms

(2012) Zhe Yan et al.   COMPUTERS & GEOSCIENCES