SaltISNet3D: Interactive Salt Segmentation from 3D Seismic Images Using Deep Learning

Graph-Collaborated Auto-Encoder Hashing for Multiview Binary Clustering

(2023) Huibing Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Complete identification of complex salt geometries from inaccurate migrated subsurface offset gathers using deep learning

(2022) Ana Paula O. Muller et al.   GEOPHYSICS

Uncertainty quantification in fault detection using convolutional neural networks

(2021) Runhai Feng et al.   GEOPHYSICS

Multiple Kernel Graph Cut for SAR Image Change Detection

(2021) Lu Jia et al.   Remote Sensing

MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

(2021) Xiangde Luo et al.   MEDICAL IMAGE ANALYSIS

Deep Learning for Geophysics: Current and Future Trends

(2021) Siwei Yu et al.   REVIEWS OF GEOPHYSICS

Water Extraction in SAR Images Using Features Analysis and Dual-Threshold Graph Cut Model

(2021) Linan Bao et al.   Remote Sensing

Salt tectonics in a double salt‐source layer setting (Eastern Persian Gulf, Iran): Insights from interpretation of seismic profiles and sequential cross‐section restoration

(2020) Jafar Hassanpour et al.   BASIN RESEARCH

Deep learning for relative geologic time and seismic horizons

(2020) Zhicheng Geng et al.   GEOPHYSICS

Extracting horizon surfaces from 3D seismic data using deep learning

(2020) Valentin Tschannen et al.   GEOPHYSICS

Automated Arrival Time Picking Using A Pixel-Level Network

(2020) Yuanyuan Ma et al.   GEOPHYSICS

Interactively tracking seismic geobodies with a deep learning flood-filling network

(2020) Yunzhi Shi et al.   GEOPHYSICS

A Deep Supervised Edge Optimization Algorithm for Salt Body Segmentation

(2020) Jiangtao Guo 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

First arrival picking with a U-net convolutional network

(2019) Lianlian Hu et al.   GEOPHYSICS

Automatic velocity analysis using convolutional neural network and transfer learning

(2019) Min Jun Park et al.   GEOPHYSICS

Building realistic structure models to train convolutional neural networks for seismic structural interpretation

(2019) Xinming Wu et al.   GEOPHYSICS

SEISMIC FAULT DETECTION WITH CONVOLUTIONAL NEURAL NETWORK

(2018) Wei Xiong et al.   GEOPHYSICS

U-Net: deep learning for cell counting, detection, and morphometry

(2018) Thorsten Falk et al.   NATURE METHODS

What can machine learning do for seismic data processing? An interpolation application

(2017) Yongna Jia et al.   GEOPHYSICS

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

(2017) Martin Rajchl et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Optimal Seamline Detection for Orthoimage Mosaicking by Combining Deep Convolutional Neural Network and Graph Cuts

(2017) Li Li et al.   Remote Sensing

Sobel filter for edge detection of hexagonally sampled 3D seismic data

(2016) Haroon Ashraf et al.   GEOPHYSICS

Methods to compute salt likelihoods and extract salt boundaries from 3D seismic images

(2016) Xinming Wu   GEOPHYSICS

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Noise-robust detection and tracking of salt domes in postmigrated volumes using texture, tensors, and subspace learning

(2015) Zhen Wang et al.   GEOPHYSICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Fault displacement modelling using 3D vector fields

(2012) Frode Georgsen et al.   COMPUTATIONAL GEOSCIENCES

Texture attributes for detection of salt

(2012) Angélique Berthelot et al.   JOURNAL OF APPLIED GEOPHYSICS

3-D density modelling of underground structures and spatial distribution of salt diapirism in the Dead Sea Basin

(2011) Sungchan Choi et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Surface-Based 3D Modeling of Geological Structures

(2009) G. Caumon et al.   Mathematical Geosciences