most citedSubsurface structure analysis using computational interpretation and learning: A visual signal processing perspective

74 citations · 123 across the 11 of their papers we have counts for

collaborators

11 papers

eess.IV201915 cited

Multiresolution Analysis and Learning for Computational Seismic Interpretation

Motaz Alfarraj, Yazeed Alaudah, Zhiling Long +1

We explore the use of multiresolution analysis techniques as texture attributes for seismic image characterization, especially in representing subsurface structures in large migrat…

cs.CV2019

Saliency detection for seismic applications using multi-dimensional spectral projections and directional comparisons

Muhammad Amir Shafiq, Zhiling Long, Tariq Alshawi +1

In this paper, we propose a novel approach for saliency detection for seismic applications using 3D-FFT local spectra and multi-dimensional plane projections. We develop a projecti…

cs.CV2019

Understanding spatial correlation in eye-fixation maps for visual attention in videos

Tariq Alshawi, Zhiling Long, Ghassan AlRegib

In this paper, we present an analysis of recorded eye-fixation data from human subjects viewing video sequences. The purpose is to better understand visual attention for videos. Ut…

cs.CV2019

Characterization of migrated seismic volumes using texture attributes: a comparative study

Zhiling Long, Yazeed Alaudah, Muhammad Ali Qureshi +5

In this paper, we examine several typical texture attributes developed in the image processing community in recent years with respect to their capability of characterizing a migrat…

cs.CV2019

SalSi: A new seismic attribute for salt dome detection

Muhammad Amir Shafiq, Tariq Alshawi, Zhiling Long +1

In this paper, we propose a saliency-based attribute, SalSi, to detect salt dome bodies within seismic volumes. SalSi is based on the saliency theory and modeling of the human visi…

eess.IV2019

Tensor-based subspace learning for tracking salt-dome boundaries

Zhen Wang, Zhiling Long, Ghassan AlRegib

The exploration of petroleum reservoirs has a close relationship with the identification of salt domes. To efficiently interpret salt-dome structures, in this paper, we propose a m…