Yazeed Alaudah

Publications

Journal Articles:

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

  2. 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”, submitted to The Leading Edge, March 2018.

  3. Y. Alaudah, M. Alfarraj, and G. AlRegib, “Structure Label Prediction Using Similarity-Based Retrieval and Weakly-Supervised Label Mapping”, submitted to Geophysics, January 2018.

  4. 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”, accepted in IEEE Signal Processing Magazine, March 2018.

  5. Z. Long, Y. Alaudah, M. A. Qureshi, Y. Hu, Z. Wang, M. Alfarraj, G. AlRegib, A. Amin, M. Deriche, and S. Al-Dharrab, “A comparative study of texture attributes for characterizing subsurface structures in migrated seismic volumes,” submitted to Interpretation, 2017.

Conference Proceedings:

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

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

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

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

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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]

  10. 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]

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

  12. 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]

  13. 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.

  14. 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]

  15. 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]