A machine-learning benchmark for facies classification Y Alaudah, P Michałowicz, M Alfarraj, G AlRegib Interpretation 7 (3), SE175-SE187, 2019 | 151 | 2019 |
Successful leveraging of image processing and machine learning in seismic structural interpretation: A review Z Wang, H Di, MA Shafiq, Y Alaudah, G AlRegib The Leading Edge 37 (6), 451-461, 2018 | 118 | 2018 |
Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective G AlRegib, M Deriche, Z Long, H Di, Z Wang, Y Alaudah, MA Shafiq, ... IEEE Signal Processing Magazine 35 (2), 82-98, 2018 | 73 | 2018 |
Structure label prediction using similarity-based retrieval and weakly supervised label mapping Y Alaudah, M Alfarraj, G AlRegib Geophysics 84 (1), V67-V79, 2018 | 39 | 2018 |
Learning to label seismic structures with deconvolution networks and weak labels Y Alaudah, S Gao, G AlRegib SEG International Exposition and Annual Meeting, SEG-2018-2997865, 2018 | 36 | 2018 |
A comparative study of texture attributes for characterizing subsurface structures in seismic volumes Z Long, Y Alaudah, M Ali Qureshi, Y Hu, Z Wang, M Alfarraj, G AlRegib, ... Interpretation 6 (4), T1055-T1066, 2018 | 25 | 2018 |
Content-adaptive non-parametric texture similarity measure M Alfarraj, Y Alaudah, G AlRegib 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP …, 2016 | 18 | 2016 |
Weakly-supervised labeling of seismic volumes using reference exemplars Y Alaudah, G AlRegib 2016 IEEE International Conference on Image Processing (ICIP), 4373-4377, 2016 | 16 | 2016 |
A weakly supervised approach to seismic structure labeling Y Alaudah, G AlRegib SEG International Exposition and Annual Meeting, SEG-2017-17793533, 2017 | 15 | 2017 |
Facies classification with weak and strong supervision: A comparative study Y Alaudah, M Soliman, G AlRegib SEG International Exposition and Annual Meeting, D033S037R004, 2019 | 14 | 2019 |
Multiresolution analysis and learning for computational seismic interpretation M Alfarraj, Y Alaudah, Z Long, G AlRegib The Leading Edge 37 (6), 443-450, 2018 | 13 | 2018 |
Salt dome detection within migrated seismic volumes using phase congruency MA Shafiq, Y Alaudah, H Di, G AlRegib SEG International Exposition and Annual Meeting, SEG-2017-17443246, 2017 | 12 | 2017 |
Characterization of migrated seismic volumes using texture attributes: a comparative study Z Long*, Y Alaudah, MA Qureshi, MA Farraj, Z Wang, A Amin, M Deriche, ... SEG Technical Program Expanded Abstracts 2015, 1744-1748, 2015 | 12 | 2015 |
Facies classification with weak and strong supervision: A comparative study: 89th Annual International Meeting Y Alaudah, M Soliman, G AlRegib SEG, Expanded Abstracts 1872, 1868 | 11 | 1868 |
Phase congruency for image understanding with applications in computational seismic interpretation MA Shafiq, Y Alaudah, G AlRegib, M Deriche 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 9 | 2017 |
A generalized tensor-based coherence attribute YK Alaudah, GI AlRegib 78th EAGE Conference and Exhibition 2016 2016 (1), 1-5, 2016 | 9 | 2016 |
A curvelet-based distance measure for seismic images Y Alaudah, G AlRegib 2015 IEEE International Conference on Image Processing (ICIP), 4200-4204, 2015 | 8 | 2015 |
Learning to label seismic structures with deconvolution networks and weak labels: 88th Annual International Meeting, SEG, Expanded Abstracts, 2121–2125, doi: 10.1190/segam2018 … Y Alaudah, S Gao, G AlRegib Abstract, 2018 | 7 | 2018 |
A directional coherence attribute for seismic interpretation Y Alaudah, G AlRegib SEG International Exposition and Annual Meeting, SEG-2017-17739097, 2017 | 7 | 2017 |
Weakly Supervised Seismic Structure Labeling via Orthogonal Non-Negative Matrix Factorization Y Alaudah, H Di, G AlRegib 79th EAGE Conference and Exhibition 2017, 2017 | 7 | 2017 |