Yazeed Alaudah

Publications

Patents:

  1. S. Malvar, L. Nunes, M. Milletari, N. Talbert, Y. Alaudah, J. Reynolds, Y. Oruganti, A. Bhatia, and A. Badam, “Systems And Methods For Emission Source Attribution”, USPTO Application No. 17/807,685, filed June 17, 2022. [Google Patents]

  2. S. Malvar, L. Nunes, M. Milletari, Y. Alaudah, Y. Oruganti, K. Whitehall, A. Badam, and S. Wang, “Pollutant Sensor Placement”. USPTO Application No. 63/364,022. Filed April 21, 2022.

  3. C. Kelly, A. Bhatia, Y. Oruganti, Y. Alaudah, N. Talbert, S. Chen, K. Whitehall, and F. Zamanian, “Unsupervised Machine Learning Framework For Sensor Placement”, USPTO Application No. 63/284,327, filed November 30, 2021.

  4. C. Kelly, A. Bhatia, Y. Oruganti, P. Kumar, A. Badam, L. Nunes, S. Wang, Y. Alaudah, N. Talbert, X. Chen, F. Zamaninan, “Pollutant Sensor Placement”, USPTO Application No. 17/363,202, filed June 30, 2021. [Google Patents]

Ph.D. Thesis:

  1. Y. Alaudah, “Weakly-supervised semantic labeling of migrated seismic data,” Doctoral dissertation, May 2019. [PDF][LINK]

Journal Articles:

  1. O.J. Aribido, G. AlRegib, and Y. Alaudah, “Self-Supervised Delineation of Geological Structures using Orthogonal Latent Space Projection”, Geophysics, vol. 86, no. 6, September 2021.

  2. Y. Alaudah, P. Michalowicz, M. Alfarraj, and G. AlRegib, “A Machine Learning Benchmark for Facies Classification,” Interpretation, August 2019.[PDF][CODE][LINK]

  3. M. Alfarraj, Y. Alaudah, Z. Long, and G. AlRegib, “Multiresolution Analysis and Learning for Computational Seismic Interpretation,” The Leading Edge, June 2018.

  4. Z. Wang, H. Di, M. A. Shafiq, Y. Alaudah, and G. AlRegib, “Successful Leveraging of Image Processing and Machine Learning in Seismic Structural Interpretation: A Review”, The Leading Edge, 37(6), 451-461.

  5. Y. Alaudah, M. Alfarraj, and G. AlRegib (2019). ”Structure label prediction using similarity-based retrieval and weakly supervised label mapping.” Geophysics, 84(1), V67-V79. [PDF][LINK]

  6. G. AlRegib, M. Deriche, Z. Long, H. Di, Z. Wang, Y. Alaudah, M. A. Shafiq, M. Alfarraj, “Subsurface Structure Analysis using Computational Interpretation and Learning”, IEEE Signal Processing Magazine, March 2018.[PDF]

  7. Z. Long, Y. Alaudah, M.A. Qureshi, Y. Hu, Z. Wang, M. Alfarraj, G. AlRegib, A. Amin, M. Deriche, S. Al-Dharrab, and H. Di, “A comparative study of texture attributes for characterizing subsurface structures in seismic volumes,” Interpretation, 2018.

Conference Proceedings:

  1. M. Milletari, S. Malvar, Y. Oruganti, L. Nunes, Y. Alaudah, and A. Badam, “Source Attribution and Leak Quantification for Methane Emissions”, The 8th International Conference on Machine Learning, Optimization, and Data Science (LOD 2022), Siena, Italy, Sep. 18-22, 2022. [MICROSOFT RESEARCH] [PDF] [SPECIAL MENTION][SPRINGER]

  2. S. Wang, S. Malvar, L. Nunes, K. Whitehall, Y. Oruganti, Y. Alaudah, and A. Badam, “Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks”, Conference on Neural Information Processing Systems (NeurIPS 2021), Dec. 6-14, 2021. [NEURIPS] [MICROSOFT RESEARCH]

  3. K. Whitehall, et al., “Detecting Methane Leaks Using Machine Learning Techniques on the Azure Cloud”, American Geophysical Union Annual Meeting, New Orleans, LA, Dec. 13-17, 2021.

  4. Y. Alaudah, M. Soliman, and G. AlRegib, “Facies Classification with Weak and Strong Supervision – A Comparative Study”, SEG Annual Meeting, San Antonio, TX, Sep. 15-20, 2019.

  5. Y. Alaudah, S. Gao, and G. AlRegib, “Learning to Label Seismic Structures with Deconvolution Networks and Weak Labels”, Expanded Abstracts of the SEG Annual Meeting, Anaheim, CA, Oct. 14-19, 2018. [PDF][LINK]

  6. Y. Alaudah and G. AlRegib, “Weakly-Supervised Subsurface Structure Labeling,” SBGf/SEG Machine Learning Workshop, Rio De Janeiro, Brazil, May 2018.

  7. Y. Alaudah and G. AlRegib, “A directional coherence attribute for seismic interpretation,” 87th Annual SEG Meeting, Houston, Texas, 2017.[LINK]

  8. Y. Alaudah and G. AlRegib, “A weakly-supervised approach to seismic structure labeling,” 87th Annual SEG Meeting, Houston, Texas, 2017.[LINK]

  9. M. A. Shafiq, Y. Alaudah, H. Di, and G. AlRegib, “Salt dome detection within migrated seismic volumes using phase congruency,” 87th Annual SEG Meeting, Houston, Texas, 2017.

  10. Y. Alaudah, H. Di, and G. AlRegib, “Weakly Supervised Seismic Structure Labeling via Orthogonal Non-Negative Matrix Factorization”, 79th EAGE Annual Conference & Exhibition, Paris, France, June 12-15, 2017.

  11. M. A. Shafiq, Y. Alaudah, and G. AlRegib, “Salt dome delineation using edge- and texture-based attributes,” 79th EAGE conference and Exhibition, Paris, France, 12-15 June, 2017.

  12. M. A. Shafiq, H. Di, Y. Alaudah, and G. AlRegib, “Interpreter-Assisted Interactive Delineation of Salt Domes using Phase Congruency and Gradient of Texture Attributes,” American Association of Petroleum Geologists, Annual Convention and Exhibition (ACE), 2-5 April, 2017.

  13. M. A. Shafiq, Y. Alaudah, G. AlRegib, and M. Deriche, “Phase Congruency for Image understanding with applications in Computational Seismic Interpretation,” The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). The Internet of Signals, March 5-9, 2017, New Orleans, USA.

  14. M. Alfarraj, Y. Alaudah and G. AlRegib, “Content-adaptive non-parametric texture similarity measure,” 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP), Montreal, QC, Canada, 2016, pp. 1-6. [LINK][BibTeX]

  15. Y. Alaudah and G. AlRegib, “Weakly-supervised labeling of seismic volumes using reference exemplars,” 2016 IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, 2016, pp. 4373-4377. [LINK][BibTeX]

  16. Y. Alaudah and G. AlRegib, “A Generalized Tensor-Based Coherence Attribute,” 78th EAGE Annual Conference & Exhibition, Vienna, Austria, May 30-June 2, 2016.[LINK]

  17. M. Shafiq, Y. Alaudah, and G. AlRegib, “A hybrid approach for salt dome delineation within migrated seismic volumes,” 78th EAGE Annual Conference & Exhibition, Vienna, Austria, May 30-June 2, 2016. [LINK]

  18. Y. Alaudah, M. Shafiq, and G. AlRegib, “A Hybrid Spatio-Frequency Approach for Delineating Subsurface Structures in Seismic Volumes,” SIAM conference on Imaging Science, New Mexico, USA, May 23-26, 2016.

  19. Z. Long, Y. Alaudah, M. Qureshi, M. Farraj, Z. Wang, A. Amin, M. Deriche, and G. AlRegib, “Characterization of migrated seismic volumes using texture attributes: a comparative study,” Expanded Abstracts of the SEG 85th Annual Meeting, pp. 1744-1748, New Orleans, Louisiana, Oct. 18-23, 2015.[LINK][BibTeX]

  20. Y. Alaudah and G. AlRegib, “A curvelet-based distance measure for seismic images,” Image Processing (ICIP), 2015 IEEE International Conference on, Quebec City, QC, 2015, pp. 4200-4204. [LINK][BibTeX]

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