Search Results for author: G. AlRegib

Found 3 papers, 1 papers with code

Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification

no code implementations20 Mar 2022 Y. Logan, K. Kokilepersaud, G. Kwon, G. AlRegib, C. Wykoff, H. Yu

In this paper, we propose a framework that incorporates experts diagnostics and insights into the analysis of Optical Coherence Tomography (OCT) using multi-modal learning.

Attribute BIG-bench Machine Learning +1

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

no code implementations20 Dec 2018 G. AlRegib, M. Deriche, Z. Long, H. Di, Z. Wang, Y. Alaudah, M. Shafiq, M. Alfarraj

Understanding Earth's subsurface structures has been and continues to be an essential component of various applications such as environmental monitoring, carbon sequestration, and oil and gas exploration.

BIG-bench Machine Learning Seismic Interpretation

UNIQUE: Unsupervised Image Quality Estimation

2 code implementations15 Oct 2018 D. Temel, M. Prabhushankar, G. AlRegib

A linear decoder is trained with 7 GB worth of data, which corresponds to 100, 000 8x8 image patches randomly obtained from nearly 1, 000 images in the ImageNet 2013 database.

Decoder Image Quality Assessment +2

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