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

Automatic channel detection using deep learning

(2019) Nam Pham et al.   Interpretation-A Journal of Subsurface Characterization

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

(2019) Xinming Wu et al.   GEOPHYSICS

Deep-learning inversion: a next generation seismic velocity-model building method

(2019) Fangshu Yang et al.   GEOPHYSICS

APPLYING MACHINE LEARNING TO 3D SEISMIC IMAGE DENOISING AND ENHANCEMENT

(2019) Enning Wang et al.   Interpretation-A Journal of Subsurface Characterization

SaltSeg: Automatic 3D salt segmentation using a deep convolutional neural network

(2019) Yunzhi Shi et al.   Interpretation-A Journal of Subsurface Characterization

Automatic fault interpretation with optimal surface voting

(2018) Xinming Wu et al.   GEOPHYSICS

Least-squares horizons with local slopes and multigrid correlations

(2018) Xinming Wu et al.   GEOPHYSICS

Detecting faults and channels while enhancing seismic structural and stratigraphic features

(2018) Xinming Wu et al.   Interpretation-A Journal of Subsurface Characterization

3D structural-orientation vector guided autotracking for weak seismic reflections: A new tool for shale reservoir visualization and interpretation

(2018) Haibin Di et al.   Interpretation-A Journal of Subsurface Characterization

Structure-, stratigraphy- and fault-guided regularization in geophysical inversion

(2017) Xinming Wu   GEOPHYSICAL JOURNAL INTERNATIONAL

Directional structure tensors in estimating seismic structural and stratigraphic orientations

(2017) Xinming Wu et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An overview of multi-task learning

(2017) Yu Zhang et al.   National Science Review

3D seismic image processing for faults

(2016) Xinming Wu et al.   GEOPHYSICS

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

(2015) Haibin Di et al.   GEOPHYSICAL PROSPECTING

3D seismic image processing for unconformities

(2015) Xinming Wu et al.   GEOPHYSICS

Predictive coherence

(2015) Parvaneh Karimi et al.   Interpretation-A Journal of Subsurface Characterization

Coherence attribute at different spectral scales

(2014) Fangyu Li 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

Predictive painting of 3D seismic volumes

(2010) Sergey Fomel   GEOPHYSICS

Nonlinear structure-enhancing filtering using plane-wave prediction

(2009) Yang Liu et al.   GEOPHYSICAL PROSPECTING