World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
41
Citations
6471
World Ranking
8907
National Ranking
3790

Overview

Ghassan AlRegib is affiliated with the Georgia Institute of Technology in the United States. Their research spans multiple domains in computer science and engineering, with a particular focus on artificial intelligence applications and geophysical studies.

Their recent publications illustrate a breadth of work in both theoretical and applied areas. Some notable papers include:

  • CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition, 2020, Zenodo (CERN European Organization for Nuclear Research)
  • OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics, 2022, arXiv (Cornell University)
  • Gaussian Switch Sampling: A Second-Order Approach to Active Learning, 2023, IEEE Transactions on Artificial Intelligence
  • Clinically Labeled Contrastive Learning for OCT Biomarker Classification, 2023, IEEE Journal of Biomedical and Health Informatics
  • Active learning with deep autoencoders for seismic facies interpretation, 2023, Geophysics

Frequent co-authors collaborating with Ghassan AlRegib include:

  • Mohit Prabhushankar
  • Kiran Kokilepersaud
  • Ryan Benkert
  • Ahmad Mustafa
  • Dogancan Temel

The primary publication venues where Ghassan AlRegib's work appears often are:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • Geophysics
  • 2022 IEEE International Conference on Image Processing (ICIP)
  • IEEE Transactions on Geoscience and Remote Sensing

Ghassan AlRegib's main fields of study are:

  • Computer Science
  • Engineering

Their subfields of research include:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Ocean Engineering
  • Geophysics
  • Radiology, Nuclear Medicine and Imaging

Key topics explored in their research are:

  • Seismic Imaging and Inversion Techniques
  • Drilling and Well Engineering
  • Advanced Neural Network Applications
  • Domain Adaptation and Few-Shot Learning
  • Adversarial Robustness in Machine Learning
  • Retinal Imaging and Analysis
  • Explainable Artificial Intelligence (XAI)

Best Publications

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

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

  • Rate-Constrained Distributed Estimation in Wireless Sensor Networks

    Junlin Li;G. AlRegib

  • Self-Monitoring Navigation Agent via Auxiliary Progress Estimation

    Chih-Yao Ma;Jiasen Lu;Zuxuan Wu;Ghassan AlRegib

  • The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation

    Chih-Yao Ma;Zuxuan Wu;Ghassan AlRegib;Caiming Xiong

  • Temporal Attentive Alignment for Large-Scale Video Domain Adaptation

    Min-Hung Chen;Zsolt Kira;Ghassan Alregib;Jaekwon Yoo

  • Air-Writing Recognition—Part I: Modeling and Recognition of Characters, Words, and Connecting Motions

    Mingyu Chen;Ghassan AlRegib;Biing-Hwang Juang

  • Distributed Estimation in Energy-Constrained Wireless Sensor Networks

    Junlin Li;G. AlRegib

  • A machine-learning benchmark for facies classification

    Yazeed Alaudah;Patrycja Michałowicz;Motaz Alfarraj;Ghassan AlRegib

  • Improved selective encryption techniques for secure transmission of MPEG video bit-streams

    A.M. Alattar;G.I. Al-Regib;S.A. Al-Semari

  • Attend and Interact: Higher-Order Object Interactions for Video Understanding

    Chih-Yao Ma;Asim Kadav;Iain Melvin;Zsolt Kira

  • Semi-supervised Sequence Modeling for Elastic Impedance Inversion

    Motaz Alfarraj;Ghassan AlRegib

  • Hierarchical Hole-Filling For Depth-Based View Synthesis in FTV and 3D Video

    Mashhour Solh;Ghassan AlRegib

  • Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation

    Min-Hung Chen;Baopu Li;Yingze Bao;Ghassan AlRegib

  • Cooperative MAC and routing protocols for wireless ad hoc networks

    A. Azgin;Y. Altunbasak;G. AlRegib

  • Successful leveraging of image processing and machine learning in seismic structural interpretation: A review

    Zhen Wang;Haibin Di;Muhammad Amir Shafiq;Yazeed Alaudah

  • Evaluation of selective encryption techniques for secure transmission of MPEG-compressed bit-streams

    A.M. Alattar;G.I. Al-Regib

  • Network Lifetime Maximization for Estimation in Multihop Wireless Sensor Networks

    Junlin Li;G. AlRegib

  • Semi-supervised Learning for Acoustic Impedance Inversion

    Motaz Alfarraj;Ghassan AlRegib

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

    Dogancan Temel;Min-Hung Chen;Ghassan AlRegib

  • Error-resilient transmission of 3D models

    Ghassan Alregib;Yucel Altunbasak;Jarek Rossignac

  • Noise-robust detection and tracking of salt domes in postmigrated volumes using texture, tensors, and subspace learning

    Zhen Wang;Tamir Hegazy;Zhiling Long;Ghassan AlRegib

Frequent Co-Authors

Yucel Altunbasak
Yucel Altunbasak Georgia Institute of Technology
Jarek Rossignac
Jarek Rossignac Georgia Institute of Technology
Zuxuan Wu
Zuxuan Wu Fudan University
Caiming Xiong
Caiming Xiong Salesforce (United States)
Hans Peter Graf
Hans Peter Graf NEC (United States)
Marcus Rohrbach
Marcus Rohrbach Facebook (United States)
Russell M. Mersereau
Russell M. Mersereau Georgia Institute of Technology
Monson H. Hayes
Monson H. Hayes George Mason University
Faramarz Fekri
Faramarz Fekri Georgia Institute of Technology

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