Deep convolutional neural network for automatic fault recognition from 3D seismic datasets
出版年份 2021 全文链接
标题
Deep convolutional neural network for automatic fault recognition from 3D seismic datasets
作者
关键词
Fault recognition, Seismic interpretation, Deep learning, Computer vision, Image processing
出版物
COMPUTERS & GEOSCIENCES
Volume 153, Issue -, Pages 104776
出版商
Elsevier BV
发表日期
2021-04-17
DOI
10.1016/j.cageo.2021.104776
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- FaultSeg3D: using synthetic datasets to train an end-to-end convolutional neural network for 3D seismic fault segmentation
- (2019) Xinming Wu et al. GEOPHYSICS
- AN ENHANCED FAULT DETECTION METHOD BASED ON ADAPTIVE SPECTRAL DECOMPOSITION AND SUPER-RESOLUTION DEEP LEARNING
- (2019) Zhenyu Yuan et al. Interpretation-A Journal of Subsurface Characterization
- Improving seismic fault detection by super-attribute-based classification
- (2019) Haibin Di et al. Interpretation-A Journal of Subsurface Characterization
- Fault image enhancement using a forward and backward diffusion method
- (2019) Zhe Yan et al. COMPUTERS & GEOSCIENCES
- Automatic classification of hydrocarbon “leads” in seismic images through artificial and convolutional neural networks
- (2019) J.F.L. Souza et al. COMPUTERS & GEOSCIENCES
- The three-dimensional geometry of relay zones within segmented normal faults
- (2019) Giovanni Camanni et al. JOURNAL OF STRUCTURAL GEOLOGY
- Subsurface Structure Analysis Using Computational Interpretation and Learning: A Visual Signal Processing Perspective
- (2018) Ghassan AlRegib et al. IEEE SIGNAL PROCESSING MAGAZINE
- Seismic Fault Detection Using Convolutional Neural Networks Trained on Synthetic Poststacked Amplitude Maps
- (2018) Axelle Pochet et al. IEEE Geoscience and Remote Sensing Letters
- Automatic classification of seismic events within a regional seismograph network
- (2016) Jari Kortström et al. COMPUTERS & GEOSCIENCES
- 3D seismic image processing for faults
- (2016) Xinming Wu et al. GEOPHYSICS
- Exploring the seismic expression of fault zones in 3D seismic volumes
- (2016) D. Iacopini et al. JOURNAL OF STRUCTURAL GEOLOGY
- Methods to compute fault images, extract fault surfaces, and estimate fault throws from 3D seismic images
- (2013) Dave Hale GEOPHYSICS
- Segmentation and growth of an obliquely reactivated normal fault
- (2012) M. Giba et al. JOURNAL OF STRUCTURAL GEOLOGY
- Contour Detection and Hierarchical Image Segmentation
- (2010) P Arbeláez et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
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