Sergey Fomel

发表

Streaming prediction-error filters

Sergey Fomel, Jon F. Claerbout, Sergey Fomel, 2016 .

Passive seismic signal denoising using convolutional neural network

Sergey Fomel, Yangkang Chen, Nam Pham, 2020 .

Local seismic attributes

Sergey Fomel, Sergey Fomel, 2007 .

Seismic data interpolation using plane-wave shaping regularization

Sergey Fomel, Ryan Swindeman, 2015 .

FaultNet3D: Predicting Fault Probabilities, Strikes, and Dips With a Single Convolutional Neural Network

Sergey Fomel, Luming Liang, Xinming Wu, 2019, IEEE Transactions on Geoscience and Remote Sensing.

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

Sergey Fomel, Luming Liang, Xinming Wu, 2019, SEG Technical Program Expanded Abstracts 2019.

Random noise attenuation using local similarity

Sergey Fomel, Yangkang Chen, 2014 .

Uncertainty estimation for full waveform inversion with a prior information from depth migration

Sergey Fomel, Georg Stadler, Siwei Li, 2015 .

An Efficient Workflow for Path-Integral Imaging of Seismic Diffractions

Sergey Fomel, Dmitrii Merzlikin, 2015 .

Data-driven time-frequency analysis of seismic data using regularized nonstationary autoregression

Sergey Fomel, Yangkang Chen, Guoning Wu, 2016 .

Data‐driven time–frequency analysis of seismic data using non‐stationary Prony method

Sergey Fomel, Yangkang Chen, Guoning Wu, 2018 .

Finding an optimal well-log correlation sequence using coherence-weighted graphs

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2017 .

FaultSeg3D: Using synthetic data sets to train an end-to-end convolutional neural network for 3D seismic fault segmentation

Sergey Fomel, Luming Liang, Xinming Wu, 2019, GEOPHYSICS.

Applications of two‐dimensional high‐order seislet transform

Sergey Fomel, Yang Liu, 2009 .

Shaping regularization in geophysical estimation problems

Sergey Fomel, 2005 .

Uncertainty estimation using Bayesian convolutional neural network for automatic channel detection

Sergey Fomel, Nam Pham, N. Pham, 2020 .

Seismic data interpolation using deep learning with generative adversarial networks

Sergey Fomel, Nam Pham, Harpreet Kaur, 2020, Geophysical Prospecting.

A variational method for picking velocity surfaces from semblance scans

Sergey Fomel, Luke Decker, Luke Decker, 2020 .

Automatic salt-body classification using deep-convolutional neural network

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2018, SEG Technical Program Expanded Abstracts 2018.

20. Signal Processing

Sergey Fomel, Mauricio D. Sacchi, Bill Dragoset, 2010 .

Convolutional neural networks for fault interpretation in seismic images

Sergey Fomel, Luming Liang, Xinming Wu, 2018, SEG Technical Program Expanded Abstracts 2018.

Adaptive Multiple Subtraction Using Regularized Nonstationary Regression

Sergey Fomel, 2008 .

Automatic channel detection using deep learning

Sergey Fomel, Nam Pham, Sergey Fomel, 2018, Interpretation.

Matching and merging high-resolution and legacy seismic images

Sergey Fomel, Sarah Greer, 2018 .

EMD-seislet transform

Sergey Fomel, Yangkang Chen, Yangkang Chen, 2015 .

Image Guided Well Log Interpolation using Predictive Painting

Sergey Fomel, Parvaneh Karimi, 2015 .

Seismic image interpolation from irregular locations to a 3D grid using dynamic time warping

Sergey Fomel, Ben Gremillion, 2019 .

Time-frequency characterization of seismic data using local attributes

Sergey Fomel, Xiaohong Chen, Guochang Liu, 2009 .

Iterative deblending of simultaneous-source seismic data using shaping regularization

Sergey Fomel, Yangkang Chen, Jingwei Hu, 2013 .

Applications of nonstationary regression

Sergey Fomel, 2007 .

Structure-enhancing Nonlinear Filtering of Seismic Images

Sergey Fomel, Guochang Liu, Yang Liu, 2009 .

Separating primaries and multiples using hyperbolic Radon transform with deep learning

Sergey Fomel, Nam Pham, Harpreet Kaur, 2020 .

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

Sergey Fomel, Guillaume Caumon, Nam Pham, 2020 .

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

Sergey Fomel, Luming Liang, Xinming Wu, 2019 .

Waveform embedding: Automatic horizon picking with unsupervised deep learning

Sergey Fomel, Xinming Wu, Yunzhi Shi, 2020 .

Computing Volumetric-Curvature Attributes Using Predictive Painting

Sergey Fomel, Parvaneho Karimi, Parvaneh Karimi, 2013 .

Nonstationary phase estimation using regularized local kurtosis maximization

Mirko van der Baan, Sergey Fomel, M. Baan, 2009 .