Ghassan AlRegib - Publications, H-index & Citations

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Ghassan AlRegib

Georgia Institute of Technology

38H-index

392Paper Count

5.6KCitation Count

Published Papers 49

Publication Date

TrajPRed: Trajectory Prediction With Region-Based Relation Learning

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-08-01

OAAI

Zhou, Chen; AlRegib, Ghassan; Parchami, Armin; Singh, Kunjan

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Ophthalmic Biomarker Detection: Highlights From the IEEE Video and Image Processing Cup 2023 Student Competition

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2024-07-01

PREAI

AlRegib, Ghassan; Prabhushankar, Mohit; Kokilepersaud, Kiran; Chowdhury, Prithwijit; Fowler, Zoe; Corona, Stephanie Trejo; Thomaz, Lucas A.; Majumdar, Angshul

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Visual Attention-Guided Learning With Incomplete Labels for Seismic Fault Interpretation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Mustafa, Ahmad; Rastegar, Reza; Brown, Tim; Nunes, Gregory; Delilla, Daniel; Alregib, Ghassan

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Effective Data Selection for Seismic Interpretation Through Disagreement

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

OAAI

Benkert, Ryan; Prabhushankar, Mohit; Alregib, Ghassan

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Explainable machine learning for hydrocarbon prospect risking

GEOPHYSICS

IF3.2

2023-10-11

OAAI

Mustafa, Ahmad; Koster, Klaas; Alregib, Ghassan

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Active learning with deep autoencoders for seismic facies interpretation

GEOPHYSICS

IF3.2

2023-07-01

OAAI

Mustafa, Ahmad; AlRegib, Ghassan

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Stochastic surprisal: An inferential measurement of free energy in neural networks

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-03-14

OAAI

Prabhushankar, Mohit; AlRegib, Ghassan

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Probing the Purview of Neural Networks via Gradient Analysis

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Lee, Jinsol; Lehman, Charlie; Prabhushankar, Mohit; AlRegib, Ghassan

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Explanatory Paradigms in Neural Networks Towards relevant and contextual explanations

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-07-01

PREAI

AlRegib, Ghassan; Prabhushankar, Mohit

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Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Benkert, Ryan; Aribido, Oluwaseun Joseph; AlRegib, Ghassan

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Self-supervised delineation of geologic structures using orthogonal latent space projection

GEOPHYSICS

IF3.2

2021-09-30

PREAI

Aribido, Oluwaseun Joseph; AlRegib, Ghassan; Alaudah, Yazeed

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Joint learning for spatial context-based seismic inversion of multiple data sets for improved generalizability and robustness

GEOPHYSICS

IF3.2

2021-07-02

OAAI

Mustafa, Ahmad; Alfarraj, Motaz; AlRegib, Ghassan

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Traffic Sign Detection Under Challenging Conditions: A Deeper Look into Performance Variations and Spectral Characteristics

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2020-09-01

OAAI

Temel, Dogancan; Chen, Min-Hung; AlRegib, Ghassan

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Texture classification using block intensity and gradient difference (BIGD) descriptor

SIGNAL PROCESSING-IMAGE COMMUNICATION

IF2.7

2020-04-01

OAAI

Hu, Yuting; Wang, Zhen; AlRegib, Ghassan

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Relative Afferent Pupillary Defect Screening Through Transfer Learning

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2020-03-01

OAAI

Temel, Dogancan; Mathew, Melvin J.; AlRegib, Ghassan; Khalifa, Yousuf M.

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PeQASO: Perceptual Quality Assessment of Streamed Videos Using Optical Flow Features

IEEE TRANSACTIONS ON BROADCASTING

IF4.8

2019-09-01

PREAI

Aabed, Mohammed A.; AlRegib, Ghassan

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Texture retrieval using periodically extended and adaptive curvelets

SIGNAL PROCESSING-IMAGE COMMUNICATION

IF2.7

2019-08-01

OAAI

Al-Marzouqi, Hasan; Hu, Yuting; AiRegib, Ghassan

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TS-LSTM and temporal-inception: Exploiting spatiotemporal dynamics for activity recognition

SIGNAL PROCESSING-IMAGE COMMUNICATION

IF2.7

2019-02-01

154

OAAI

Ma, Chih-Yao; Chen, Min-Hung; Kira, Zsolt; AlRegib, Ghassan

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Perceptual image quality assessment through spectral analysis of error representations

SIGNAL PROCESSING-IMAGE COMMUNICATION

IF2.7

2019-02-01

OAAI

Temel, Dogancan; AlRegib, Ghassan

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Structure label prediction using similarity-based retrieval and weakly supervised label mapping

GEOPHYSICS

IF3.2

2019-01-01

OAAI

Alaudah, Yazeed; Alfarraj, Motaz; AlRegib, Ghassan

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Research Directions