Segnet: A deep convolutional encoder-decoder architecture for image segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.39, pp.2481-2495, 2017. ,
Displacement geometry in the volume containing a single normal fault, AAPG Bulletin, vol.71, pp.925-937, 1987. ,
The kinematics of reactivation of normal faults using high resolution throw mapping, Journal of Structural Geology, vol.30, pp.1072-1084, 2008. ,
Machine learning for data-driven discovery in solid earth geoscience: Science, vol.363, p.323, 2019. ,
A methodology for efficiently populating faulted corner point grids with strain: Petroleum Geoscience, vol.14, pp.205-216, 2008. ,
Surface-based 3D modeling of geological structures: Mathematical Geosciences, vol.41, pp.927-945, 2009. ,
, Stochastic simulations of fault networks in 3D structural modeling: Comptes Rendus Geoscience, vol.342, pp.687-694, 2010.
Patch-level MLP classification for improved fault detection, 88th Annual International Meeting, SEG, Expanded Abstracts, pp.2211-2215, 2018. ,
Fault controlled communication in the Sleipner Vest Field, Norwegian continental shelf; detailed, quantitative input for reservoir simulation and well planning, Special Publications, vol.147, pp.283-297, 1998. ,
A clustering-based approach to map 3D seismic horizons, 14th International Congress of the Brazilian Geophysical Society & EX-POGEF, pp.1166-1170, 2015. ,
, Seismic horizon mapping across faults with growing neural gas: 10th International Congress of the Brazilian Geophysical Society & EXPOGEF, pp.1476-1481, 2007.
A seismic faces analysis approach to map 3D seismic horizons, 84th Annual International Meeting, SEG, Expanded Abstracts, pp.1501-1505, 2014. ,
Predictive painting of 3D seismic volumes: Geophysics, vol.75, 2010. ,
, Relative geologic time estimation using a deep convolutional neural network: 88th Annual International Meeting, SEG, Expanded Abstracts, pp.2238-2242, 2019.
Fault displacement modelling using 3D vector fields: Computational Geosciences, vol.16, pp.247-259, 2012. ,
Rich feature hierarchies for accurate object detection and semantic segmentation, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.580-587, 2014. ,
Reverse and normal drag along a fault, Journal of Structural Geology, vol.27, pp.999-1010, 2005. ,
A new method for automatic seismic fault detection using convolutional neural network: 88th Annual International Meeting, SEG, Expanded Abstracts, 1951. ,
Structure-oriented smoothing and semblance, 2009. ,
Methods to compute fault images, extract fault surfaces, and estimate fault throws from 3D seismic images: Geophysics, vol.78, pp.33-43, 2013. ,
, Mask R-CNN: IEEE International Conference on Computer Vision (ICCV), pp.2980-2988, 2017.
, Deep residual learning for image recognition: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.770-778, 2016.
A scalable deep learning platform for identifying geologic features from seismic attributes: The Leading Edge, vol.36, pp.249-256, 2017. ,
Faulting, fault sealing and fluid flow in hydrocarbon reservoirs: An introduction, Special Publications, vol.147, pp.vii-xxi, 1998. ,
, Imagenet classification with deep convolutional neural networks: Advances in Neural Information Processing Systems, pp.1097-1105, 2012.
Continental lithospheric thinning and breakup in response to upwelling divergent mantle flow: Application to the Woodlark, Newfoundland and Iberia margins, Special Publications, vol.282, pp.389-419, 2007. ,
, Deeper depth prediction with fully convolutional residual networks: Proceedings of the 4th IEEE International Conference on 3D Vision (3DV), pp.239-248, 2016.
A parametric method to model 3D displacements around faults with volumetric vector fields: Tectonophysics, vol.590, pp.83-93, 2013. ,
, Flattening without picking: Geophysics, vol.71, pp.13-20, 2006.
Application of deep learning for seismic horizon interpretation, 88th Annual International Meeting, SEG, Expanded Abstracts, 1976. ,
3-D seismic attributes using a semblance-based coherency algorithm: Geophysics, vol.63, pp.1150-1165, 1998. ,
, Coherency calculations in the presence of structural dip: Geophysics, vol.64, pp.104-111, 1999.
Seismic horizon and pseudo-geological time cube extraction based on a riemmanian geodesic search: IEEE 12th Image, Video, and Multidimensional, Signal Processing Workshop (IVMSP, pp.1-5, 2016. ,
Seismic image flattening as a linear inverse problem: Master's thesis, 2010. ,
Automatic fault extraction using artificial ants, 72nd Annual International Meeting, SEG, Expanded Abstracts, pp.512-515, 2002. ,
, New paradigm of fault interpretation: 73rd Annual International Meeting, SEG, Expanded Abstracts, pp.350-353, 2003.
, Automatic channel detection using deep learning: Interpretation, vol.7, 2019.
Seismic geomorphology -An overview, Seismic geomorphology, pp.1-14, 2007. ,
, Multiazimuth coherence: Geophysics, vol.82, issue.6, pp.83-89, 2017.
Faster R-CNN: Towards realtime object detection with region proposal networks, Advances in Neural Information Processing Systems, pp.91-99, 2015. ,
A 3D stochastic model integrating depth, fault and property uncertainty for planning robust wells, Njord Field, offshore Norway: Petroleum Geoscience, vol.11, pp.57-65, 2005. ,
, U-net: Convolutional networks for biomedical image segmentation: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.234-241, 2015.
Biharmonic spline interpolation of GEOS-3 and SEASAT altimeter data, Geophysical Research Letters, vol.14, pp.139-142, 1987. ,
, Saltseg: Automatic 3D salt segmentation using a deep convolutional neural network: Interpretation, vol.7, pp.113-122, 2019.
Unwrapping instantaneous phase to generate a relative geologic time volume, 73rd Annual International Meeting, SEG, Expanded Abstracts, pp.1707-1710, 2003. ,
Relative geologic time (age) volumes -Relating every seismic sample to a geologically reasonable horizon: The Leading Edge, vol.23, pp.928-932, 2004. ,
Seismic stratigraphy and global changes of sea level -Part 5: Chronostratigraphic significance of seismic reflections: Section 2. Application of seismic reflection configuration to stratigraphic interpretation, Seismic stratigraphy -Applications to hydrocarbon exploration: AAPG Memoir, vol.26, pp.99-116, 1977. ,
Distributions of cumulative displacement and seismic slip on a single normal fault surface, Journal of Structural Geology, vol.9, pp.1039-1046, 1987. ,
Displacement gradients on fault surfaces, Journal of Structural Geology, vol.11, issue.89, pp.90070-90079, 1989. ,
, A deep convolutional encoder-decoder neural network in assisting seismic horizon tracking: arXiv preprint, 2018.
Directional structure-tensor based coherence to detect seismic faults and channels, vol.82, pp.13-17, 2017. ,
Automatic fault interpretation with optimal surface voting: Geophysics, vol.83, pp.67-82, 2018. ,
Least-squares horizons with local slopes and multigrid correlations: Geophysics, vol.83, 2018. ,
Extracting horizons and sequence boundaries from 3D seismic images, 83rd Annual International Meeting, SEG, Expanded Abstracts, pp.1440-1445, 2013. ,
, Horizon volumes with interpreted constraints: Geophysics, vol.80, pp.21-33, 2015.
3D seismic image processing for faults: Geophysics, vol.81, pp.1-11, 2016. ,
FaultSeg3D: Using synthetic datasets to train an end-to-end convolutional neural network for 3D seismic fault segmentation: Geophysics, vol.84, pp.35-45, 2019. ,
, Convolutional neural networks for fault interpretation in seismic images: 88th Annual International Meeting, SEG, Expanded Abstracts, 1946.
Generating a relative geologic time volume by 3D graph-cut phase unwrapping method with horizon and unconformity constraints: Geophysics, vol.77, pp.21-34, 2012. ,
Methods to enhance seismic faults and construct fault surfaces, Computers & Geosciences, vol.107, pp.37-48, 2017. ,
, Visualizing and understanding convolutional networks: European Conference on Computer Vision, pp.818-833, 2014.
A fault-detection workflow using deep learning and image processing, 88th Annual International Meeting, SEG, Expanded Abstracts, 1966. ,
Fast seismic horizon reconstruction based on local dip transformation, Journal of Applied Geophysics, vol.96, pp.11-18, 2013. ,
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