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Proceedings Papers

An integrated machine learning-based fault classification workflow

Jie Qi, Carolan Laudon, Kurt Marfurt
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3750831
https://doi.org/10.1190/image2022-3750831.1
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Proceedings Papers

Applying Machine Learning Technologies in the Niobrara Formation, DJ Basin, to Quickly Produce an Integrated Structural and Stratigraphic Seismic Classification Volume Calibrated to Wells

Carolan Laudon, Jie Qi, Yin-Kai Wang
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 20–22, 2022
Paper Number: URTEC-3701806-MS
https://doi.org/10.15530/urtec-2022-3701806
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View Paper titled, Applying Machine Learning Technologies in the Niobrara Formation, DJ Basin, to Quickly Produce an Integrated Structural and Stratigraphic Seismic Classification Volume Calibrated to Wells
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Proceedings Papers

Multispectral aberrancy

Bin Lyu, Jie Qi, Fangyu Li, Kurt J. Marfurt
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426483
https://doi.org/10.1190/segam2020-3426483.1
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Proceedings Papers

Double-Layer Hybrid Path Planning Method for ASV Obstacle Avoidance

Jinjian Tong, Nailong Wu, Jie Qi, Jian Wang
Paper presented at the The 30th International Ocean and Polar Engineering Conference, October 11–16, 2020
Paper Number: ISOPE-I-20-4298
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View Paper titled, Double-Layer Hybrid Path Planning Method for ASV Obstacle Avoidance
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Proceedings Papers

Comparing convolutional neural networking and image processing seismic fault detection methods

Jie Qi, Bin Lyu, Xinming Wu, Kurt Marfurt
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3428171
https://doi.org/10.1190/segam2020-3428171.1
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View Paper titled, Comparing convolutional neural networking and image processing seismic fault detection methods
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Proceedings Papers

Deep learning for characterizing paleokarst features in 3D seismic images

Xinming Wu, Shangsheng Yan, Jie Qi, Hongliu Zeng
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3427708
https://doi.org/10.1190/segam2020-3427708.1
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View Paper titled, Deep learning for characterizing paleokarst features in 3D seismic images
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Proceedings Papers

Seismic fault enhancement using spectral decomposition assisted attributes

Bin Lyu, Jie Qi, Gabriel Machado, Fangyu Li, Kurt J. Marfurt
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215703
https://doi.org/10.1190/segam2019-3215703.1
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Proceedings Papers

Seismic attribute selection for machine learning based facies analysis

Jie Qi, Thang Ha, Bin Lyu, David Lubo-Robles, Kurt Marfurt
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216007
https://doi.org/10.1190/segam2019-3216007.1
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View Paper titled, Seismic attribute selection for machine learning based facies analysis
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Proceedings Papers

Nonparallelism attributes and data adaptive Kuwahara image processing

Jie Qi, Kurt Marfurt
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216022
https://doi.org/10.1190/segam2019-3216022.1
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View Paper titled, Nonparallelism attributes and data adaptive Kuwahara image processing
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Proceedings Papers

Attribute-driven residual lateral moveout correction for azimuthally limited seismic volumes

Jie Qi, Jing Zhang, Saurabh Sinha, Kurt Marfurt
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216024
https://doi.org/10.1190/segam2019-3216024.1
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View Paper titled, Attribute-driven residual lateral moveout correction for azimuthally limited seismic volumes
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Proceedings Papers

Highlighting discontinuities with variational mode decomposition based coherence

Bin Lyu, Fangyu Li, Jie Qi, Tao Zhao, Kurt J. Marfurt
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2997710
https://doi.org/10.1190/segam2018-2997710.1
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View Paper titled, Highlighting discontinuities with variational mode decomposition based coherence
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Proceedings Papers

Seismic-data decomposition using a forward-backward matching pursuit

Shengjun Li, Bo Zhang, Rongchang Liu, Jie Qi
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2996424
https://doi.org/10.1190/segam2018-2996424.1
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View Paper titled, Seismic-data decomposition using a forward-backward matching pursuit
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Proceedings Papers

Image processing of seismic attributes for automatic fault extraction

Jie Qi, Bin Lyu, Abdulmohsen AlAli, Gabriel Machado, Kurt Marfurt, Ying Hu
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2997854
https://doi.org/10.1190/segam2018-2997854.1
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View Paper titled, Image processing of seismic attributes for automatic fault extraction
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Proceedings Papers

Well-log attributes to map upward-fining and upward-coarsening parasequences

Saurabh Sinha, Rafael Pires de Lima, Jie Qi, Lennon Infante-Paez, Kurt Marfurt
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2998559
https://doi.org/10.1190/segam2018-2998559.1
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View Paper titled, Well-log attributes to map upward-fining and upward-coarsening parasequences
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Proceedings Papers

Multiazimuth coherence

Jie Qi, Hanming Gu, Fangyu Li, Kurt Marfurt
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17675414
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View Paper titled, Multiazimuth coherence
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Proceedings Papers

Seismic denoising using thresholded adaptive signal decomposition

Fangyu Li, Sumit Verma, Pan Deng, Jie Qi, Kurt J. Marfurt
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17667374
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View Paper titled, Seismic denoising using thresholded adaptive signal decomposition
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Proceedings Papers

Seismic fault enhancement and skeletonization

Jie Qi, Fangyu Li, Bin Lyu, Oluwatobi Olorunsola, Kurt Marfurt, Bo Zhang
Paper presented at the 2016 SEG International Exposition and Annual Meeting, October 16–21, 2016
Paper Number: SEG-2016-13876567
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View Paper titled, Seismic fault enhancement and skeletonization
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Proceedings Papers

Multiattribute seismic-facies expressions of a complex granite wash formation: A Buffalo Wallow field illustration

Oluwatobi Olorunsola, Jie Qi, Lennon Infante, Bryce Hutchinson, Kurt Marfurt
Paper presented at the 2016 SEG International Exposition and Annual Meeting, October 16–21, 2016
Paper Number: SEG-2016-13946878
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View Paper titled, Multiattribute seismic-facies expressions of a complex granite wash formation: A Buffalo Wallow field illustration
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Proceedings Papers

Seismic-attenuation anisotropy and corresponding frequency versus azimuth (FVAZ) attribute

Fangyu Li, Bin Lyu, Jie Qi, Kurt Marfurt, Huailai Zhou
Paper presented at the 2016 SEG International Exposition and Annual Meeting, October 16–21, 2016
Paper Number: SEG-2016-13974640
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View Paper titled, Seismic-attenuation anisotropy and corresponding frequency versus azimuth (FVAZ) attribute
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Proceedings Papers

Pitfalls in poststack data conditioning: Distinguishing enhanced geology from enhanced artifacts

Bryce Hutchinson, Jie Qi, Fangyu Li, Oluwatobi Olorunsola, Kurt Marfurt
Paper presented at the 2016 SEG International Exposition and Annual Meeting, October 16–21, 2016
Paper Number: SEG-2016-13970185
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View Paper titled, Pitfalls in poststack data conditioning: Distinguishing enhanced geology from enhanced artifacts
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