Ghassan AlRegib

Ghassan AlRegib

Ghassan AlRegib

John and Marilu McCarty Chair Professor
Center Director

Prof. AlRegib is currently the John and Marilu McCarty Chair Professor in the School of Electrical and Computer Engineering at the Georgia Institute of Technology. His group is the Omni Lab for Intelligent Visual Engineering and Science (OLIVES) at Georgia Tech. In 2012, he was named the Director of Georgia Tech’s Center for Energy and Geo Processing (CeGP). He is the director of the Center for Signal and Information Processing (CSIP). He also served as the Director of Georgia Tech’s Initiatives and Programs in MENA between 2015 and 2018. He has authored and co-authored more than 300 articles in international journals and conference proceedings. He has been issued several U.S. patents and invention disclosures. He is a Fellow of the IEEE.

Prof. AlRegib received the ECE Outstanding Graduate Teaching Award in 2001 and both the CSIP Research and the CSIP Service Awards in 2003. In 2008, he received the ECE Outstanding Junior Faculty Member Award. In 2017, he received the 2017 Denning Faculty Award for Global Engagement. He and his students received the Beat Paper Award in ICIP 2019. He received the 2024 ECE Distinguished Faculty Achievement Award at Georgia Tech. He and his students received the Best Paper Award in ICIP 2019 and the 2023 EURASIP Best Paper Award for Image communication Journal.

Prof. AlRegib participated in a number of activities. He has served as Technical Program co-Chair for ICIP 2020 and ICIP 2024. He served two terms as a member of the IEEE SPS Technical Committees on Multimedia Signal Processing (MMSP) and Image, Video, and Multidimensional Signal Processing (IVMSP), 2015-2017 and 2018-2020. He was a member of the Editorial Boards of both the IEEE Transactions on Image Processing (TIP), 2009-2022, and the Elsevier Journal Signal Processing: Image Communications, 2014-2022. He was a member of the editorial board of the Wireless Networks Journal (WiNET), 2009-2016 and the IEEE Transaction on Circuits and Systems for Video Technology (CSVT), 2014-2016. He was an Area Chair for ICME 2016/17 and the Tutorial Chair for ICIP 2016. He served as the chair of the Special Sessions Program at ICIP’06, the area editor for Columns and Forums in the IEEE Signal Processing Magazine (SPM), 2009–12, the associate editor for IEEE SPM, 2007-09, the Tutorials co-chair in ICIP’09, a guest editor for IEEE J-STSP, 2012, a track chair in ICME’11, the co-chair of the IEEE MMTC Interest Group on 3D Rendering, Processing, and Communications, 2010-12, the chair of the Speech and Video Processing Track at Asilomar 2012, and the Technical Program co-Chair of IEEE GlobalSIP, 2014. He lead a team that organized the IEEE VIP Cup, 2017 and the 2023 IEEEE VIP Cup. He delivered short courses and several tutorials at international events such as BigData, NeurIPS, ICIP, ICME, CVPR, AAAI, and WACV.

In the Omni Lab for Intelligent Visual Engineering and Science (OLIVES), he and his group work on robust and interpretable machine learning algorithms, uncertainty and trust, and human in the loop algorithms. The group studies interventions into AI systems to enhance their trustworthiness. The group has demonstrated their work on a wide range of applications such as Autonomous Systems, Medical Imaging, and Subsurface Imaging. The group is interested in advancing the fundamentals as well as the deployment of such systems in real-world scenarios. His research group is working on projects related to machine learning, image and video processing, image and video understanding, subsurface imaging, perception in visual data processing, healthcare intelligence, and video analytics. The primary applications of the research span from Autonomous Vehicles to Portable AI-based Ophthalmology and Eye Exam and from Microscopic Imaging to Seismic Interpretation. The group was the first to introduce modern machine learning to seismic interpretation.

In 2024, and after more than three years of continuous work, he co-founded Georgia Tech’s AI Makerspace. The AI Makerspace is a resource for the entire campus community to access AI. Its purpose is to democratize access to AI. Together with his team, they are developing tools and services for the AI Makerspace via a VIP Team called AI Makerspace Nexus. In addition, he created two AI classes from scratch with innovative hands-on exercises using the AI Makerspace. One class is the ECE4252/8803 FunML class (Fundamentals of Machine Learning) where students learn the basics of Machine Learning as well as eight weeks of Deep learning both mathematically and using hands-on exercises on real-world data. The second class is a sophomore-level AI Foundations class (AI First) that teaches any student from any college the basics of AI such as data literacy, learning, decision, planning, and ethics using theory and hands-on exercises on the AI Makerspace. Prof. AlRegib wrote two textbooks for both classes.

Prof. AlRegib has provided services and consultation to several firms, companies, and international educational and R&D organizations. He has been a witness expert in a number of patents infringement cases and Inter Partes Review (IRP) cases.

alregib@gatech.edu

404-894-7005

Office Location:
Centergy-One Room 5224

Website

  • Related Site
  • Google Scholar

    Research Focus Areas:
    • Bioinformatics
    • Conventional Energy
    • Machine Learning
    Additional Research:

    Machine learning, Trustworthy AI, Explainable AI (XAI), Robust Learning Systems, Multimodal Learning, Annotations Diversity in AI Systems


    IRI Connections:

    Mustaque Ahamad

    Mustaque Ahamad

    Mustaque Ahamad

    Associate Director, Education and Outreach IISP; Professor

    Mustaque Ahamad, Ph.D., is the Associate Director of Education & Outreach for the Institute for Information Security & Privacy (IISP) and professor in the College of Computing at Georiga Tech. Within the IISP, he seeks to proactively address challenges associated with workforce development in cybersecurity. With oversight of formal degree programs and continuing education for working professionals, he is an advocate for greater cybersecurity education and training in order to meet the collective needs of industry and government. Ahamad's research interests are in the areas of converged communications security and security of healthcare systems. As smart-phone-like devices enable ubiquitous access to web and voice channels, the convergence of telephony with the Internet gives rise to new cross-channel threats that can combine online and voice attacks. For example, voice phishing with caller-ID spoofing has been reported for stealing online banking credentials. His data-driven research approach for exploring cross-channel threats has resulted in a better understanding of these threats and more effective ways to combat them. In the healthcare security area, he has worked on monitoring for detection of abuse and fraud. Ahamad co-founded Pindrop Security, which commercialized his group's research in the telephony security area, and he continues to serve as its chief scientist. He also serves as co-chair of the Messaging Malware Mobile Anti-Abuse Working Group (M3AAWG) special interest group on voice and telephony abuse. He also served as an external advisor for the Federal Trade Commission for telephony abuse. For nearly 20 years, he has been a leading figure in information security as an associate of the IISP's predecessor -- the Georgia Tech Information Security Center -- since 1998 and including serving as its director from 2004 to 2012. He earned his Master's and Doctoral degrees in Computer Science from the State University of New York, Stony Brook, and a B.E. (Hons.) degree in Electrical and Electronics Engineering from the Birla Institute of Technology and Science, Pilani, India. Mustaque Ahamad, Ph.D., is the Associate Director of Education & Outreach for the Institute for Information Security & Privacy (IISP) and professor in the College of Computing at Georiga Tech. Within the IISP, he seeks to proactively address challenges associated with workforce development in cybersecurity. With oversight of formal degree programs and continuing education for working professionals, he is an advocate for greater cybersecurity education and training in order to meet the collective needs of industry and government. Ahamad's research interests are in the areas of converged communications security and security of healthcare systems. As smart-phone-like devices enable ubiquitous access to web and voice channels, the convergence of telephony with the Internet gives rise to new cross-channel threats that can combine online and voice attacks. For example, voice phishing with caller-ID spoofing has been reported for stealing online banking credentials. His data-driven research approach for exploring cross-channel threats has resulted in a better understanding of these threats and more effective ways to combat them. In the healthcare security area, he has worked on monitoring for detection of abuse and fraud. Ahamad co-founded Pindrop Security, which commercialized his group's research in the telephony security area, and he continues to serve as its chief scientist. He also serves as co-chair of the Messaging Malware Mobile Anti-Abuse Working Group (M3AAWG) special interest group on voice and telephony abuse. He also served as an external advisor for the Federal Trade Commission for telephony abuse. For nearly 20 years, he has been a leading figure in information security as an associate of the IISP's predecessor -- the Georgia Tech Information Security Center -- since 1998 and including serving as its director from 2004 to 2012. He earned his Master's and Doctoral degrees in Computer Science from the State University of New York, Stony Brook, and a B.E. (Hons.) degree in Electrical and Electronics Engineering from the Birla Institute of Technology and Science, Pilani, India.

    mustaq@cc.gatech.edu

    404.894.2593

    Website

    Research Focus Areas:
    • Network and Security Vulnerability Analysis
    Additional Research:
    Healthcare Security; Mobile & Wireless Communications

    IRI Connections:

    Sam Brown

    Sam Brown

    Sam Brown

    Professor

    Sam Brown's lab studies the multi-scale dynamics of infectious disease. Their goal is to improve the treatment and control of infectious diseases through a multi-scale understanding of microbial interactions. Their approach is highly interdisciplinary, combining theory and experiment, evolution, ecology and molecular microbiology in order to understand and control the multi-scale dynamics of bacteria pathogens.

    sam.brown@biology.gatech.edu

    Office Location:
    ES&T 2244

    Website

  • http://biosci.gatech.edu/people/sam-brown
  • Google Scholar

    Research Focus Areas:
    • Drug Design, Development and Delivery
    • Molecular Evolution
    • Systems Biology
    Additional Research:
    Evolutionary microbiology, bacterial social life, virulence and drug resistance

    IRI Connections:

    Stephen Balakirsky

    Stephen Balakirsky

    Stephen Balakirsky

    Regents' Researcher; Georgia Tech Research Institute
    Director of Technical Initiatives; IBB
    Chief Scientist | Aerospace, Transportation & Advanced Systems Laboratory (ATAS); GTRI

    Stephen Balakirsky is the Chief Scientist for the Aerospace, Transportation & Advanced Systems Laboratory at the Georgia Tech Research Institute (GTRI), and the Director of Technical Initiatives at the Petit Institute for Bioengineering and Bioscience (IBB) at Georgia Tech.

    Balakirsky’s research interests include robotic architectures, planning, bio-automation, robotic standards, and autonomous systems testing. His work in knowledge driven robotics couples real-time sensors and knowledge repositories to allow for flexibility and agility in robotic systems ranging from assembly and manufacturing systems to surveillance and logistics systems. The framework promotes software reuse and the ability to detect and correct for execution errors.

    Previously, Balakirsky worked as a project manager at the National Institute of Standards and Technology (NIST) and was a senior research engineer at the Army Research Laboratory (ARL). At ARL, Balakirsky performed mobile robotics research in several areas, including command and control, mapping, human-computer interfaces, target tracking, vision processing and tele-operated control.

    stephen.balakirsky@gtri.gatech.edu

    404.407.8547

    Office Location:
    Food Processing Technology Building, 640 Strong St, Atlanta, GA 30318

    Google Scholar

    Research Focus Areas:
    • Collaborative Robotics
    Additional Research:

    Robotics; Planning; Knowledge Representation; Ontologies


    IRI Connections:

    Leanne West

    Leanne West

    Leanne West

    Chief Engineer, Pediatric Technologies, GTRI
    Principal Research Scientist

    Leanne West is Chief Engineer of Pediatric Technologies at the Georgia Institute of Technology and Pediatric Innovation Catalyst at the Global Center for Medical Innovation where she leads innovation in pediatric medical devices. In her 25+ years working at Georgia Tech, she has led multimillion dollar programs and teams of researchers to develop products for government and industry partners. She also started her own company, Intelligent Access, to take her invention of a wireless personal captioning system to market. She serves as the technical liaison between Georgia Tech and pediatric hospitals around the world, with Children’s Healthcare of Atlanta and Shriners Hospitals being the main partners. West works closely with clinicians to understand and identify problems that need a solution to allow them to take better care of their patients. She is an invited Judge for many medical device pitch competitions and serves on several Boards in the healthcare and technology arenas. 

    West is the President of the International Children’s Advisory Network (iCAN). Since 2014, iCAN fosters greater global understanding about the importance of the pediatric patient and caregiver voice in healthcare, clinical trials, and research. iCAN gives its members the opportunities to share their stories and experiences in front of organizations like the FDA, AAP, and CDC, and conferences. iCAN is an official partner of the Food and Drug Administration (FDA) Center for Devices and Radiological Health (CDRH) as an official member organization of the Patient and Caregiver Connection Partner program and the Total Product Life Cycle Advisory Program. West is also a patient advocate for one of her two rare diseases, serving on the Foundation for Sarcoidosis Research Patient Advisory Council and Speaker’s Bureau. 

    She has served as the twice-elected Chair of the Georgia Tech Executive Board (2007, 2008) and was the GT Chair of the State Charitable Campaign (2017). She was recognized by Georgia Trend magazine as one of Georgia’s “40 Under 40” in 2004; she was selected for Leadership Georgia in 2008; she was a member of the team awarded the international Optical Society 2012 Paul F. Forman Engineering Excellence Award; she received Georgia Tech’s Outstanding Achievement in Research Enterprise Enhancement Award in 2014, and she was Women in Technology’s Woman of the year in 2014. In 2017, she was appointed to the board of the Georgia Technology Authority by the late Speaker of the House, David Ralston.

    lwest@gatech.edu

    404-407-6405

    Office Location:
    Centergy Bldg 683

    Website

    Research Focus Areas:
    • Platforms and Services for Socio-Technical Frontier
    Additional Research:
    Assured Monitoring; Enhanced Mobility; Social Connectedness

    IRI Connections:

    N Apurva Ratan Murty

    N Apurva Ratan Murty

    N Apurva Ratan Murty

    Assistant Professor

    Ratan is an Assistant Professor of Cognition and Brain Science in the School of Psychology at Georgia Tech, and the Director of the Murty Lab (murtylab.com). He obtained his PhD from Indian Institute of Science (IISc) Bangalore and was a postdoctoral researcher in the Kanwisher and DiCarlo labs at MIT before moving to Georgia Tech. Research in the Murty Lab aims to uncover the neural codes and algorithms that enable us to see. The central theme of the lab's work is to integrate biological vision with artificial models of vision. The lab combines the benefits of closed-loop experimental testing (using 3T/7T human functional-MRI) with cutting-edge computational methods (like deep neural networks, generative algorithms, and AI interpretability) toward a new computationally precise understanding of human vision. This research also guides the development of neurally mechanistic biologically constrained models aimed to uncover a better understanding of the neurobiological changes that underlie perceptual abnormalities such as agnosias.

    ratan@gatech.edu

    Office Location:
    131, JS Coon Building

    http://www.murtylab.com/

    Research Focus Areas:
    • Neuroscience

    IRI Connections:

    Mijin Kim

    Mijin Kim

    Mijin Kim

    Assistant Professor, School of Chemistry and Biochemistry

    Mijin Kim is an assistant professor in the School of Chemistry and Biochemistry at Georgia Tech. Her research program is focused on the development and implementation of novel nanosensor technology to improve cancer research and diagnosis. The Kim Lab combines nanoscale engineering, fluorescence spectroscopy, machine learning approaches, and biochemical tools (1) to understand the exciton photophysics in low-dimensional nanomaterials, (2) to develop diagnostic/nano-omics sensor technology for early disease detection, and (3) to investigate biological processes with focusing problems in lysosome biology and autophagy. For her scientific innovation, Kim has received multiple recognitions, including being named as one of the STAT Wunderkinds and the MIT Technology Review Innovators Under 35 List.

    mkim445@gatech.edu

  • https://chemistry.gatech.edu/people/mijin-kim
  • Google Scholar

    Research Focus Areas:
    • Advanced Materials
    • Bioengineering
    • Biomaterials
    • Biotechnology
    • Cancer Biology
    • Diagnostics
    • Machine Learning
    • Materials and Nanotechnology
    • Nanomaterials
    • Optics & Photonics

    IRI Connections:

    Peter Kasson

    Peter Kasson

    Peter Kasson

    Professor of Chemistry and Biomedical Engineering

    Peter Kasson is an international leader in the study of biological membrane structure, dynamics, and fusion, with particular application to how viruses gain entry to cells. His group performs both high-level experimental and computational work – a powerful combination that is critical to advancing our understanding of this important problem. His publications describe inventive approaches to the measurement of viral fusion rates and characterization of fusion mechanisms, and to the modeling of large-scale biomolecular and lipid assemblies. He has applied these insights to the prediction of pandemic outbreaks and drug resistance, with particular attention to Zika, SARS-CoV-2, and influenza pathogens in recent years. See https://kassonlab.org/ for more information.

    peter.kasson@chemistry.gatech.edu

    https://kassonlab.org/

    Research Focus Areas:
    • Biochemicals
    • Bioengineering
    • Bioinformatics
    • Health & Life Sciences
    • High Performance Computing
    • Machine Learning
    • Molecular, Cellular and Tissue Biomechanics
    • Nanomaterials
    • Public Health
    • Systems Biology

    IRI Connections:

    Saurabh Sinha, Ph.D.

    Saurabh Sinha, Ph.D.

    Saurabh Sinha

    Wallace H. Coulter Distinguished Chair in Biomedical Engineering
    Professor

    Saurabh Sinha received his Ph.D. in Computer Science from the University of Washington, Seattle, in 2002, and after post-doctoral work at the Rockefeller University with Eric Siggia, he joined the faculty of the University of Illinois, Urbana-Champaign, in 2005, where he held the positions of Founder Professor in Computer Science and Director of Computational Genomics in the Carl R. Woese Institute for Genomic Biology until 2022. He joined Georgia Institute of Technology in 2022, as Wallace H. Coulter Distinguished Chair in Biomedical Engineering, with joint appointments in Biomedical Engineering and Industrial & Systems Engineering. Sinha’s research is in the area of bioinformatics, with a focus on regulatory genomics and systems biology. Sinha is an NSF CAREER award recipient and has been funded by NIH, NSF and USDA. He co-directed an NIH BD2K Center of Excellence and was a thrust lead in the NSF AI Institute at UIUC. He led the educational program of the Mayo Clinic-University of Illinois Alliance, and co-led data science education for the Carle Illinois College of Medicine. Sinha has served as Program co-Chair of the annual RECOMB Regulatory and Systems Genomics conference and served on the Board of Directors for the International Society for Computational Biology (2018-2021). He was a recipient of the University Scholar award of the University of Illinois, and selected as a Fellow of the AIMBE in 2018.


    Office Location:
    3108 UAW

    Lab

    Research Focus Areas:
    • Big Data
    • Bioengineering
    • Cancer Biology
    • Cell Manufacturing
    • Computational Genomics
    • Health & Life Sciences
    • Machine Learning
    • Molecular Evolution
    • Systems Biology

    IRI Connections:

    Vida Jamali

    Vida Jamali

    Vida Jamali

    Assistant Professor, School of Chemical and Biomolecular Engineering

    Vida Jamali earned her Ph.D. in chemical and biomolecular engineering from Rice University under the guidance of Professor Matteo Pasquali and her B.S. in chemical engineering from Sharif University of Technology. Jamali was a postdoctoral researcher in Professor Paul Alivisato's lab at UC Berkeley and Kavli Energy Nanoscience Institute before joining Georgia Tech. The Jamali Research Group uses experimental, theoretical, and computational tools such as liquid phase transmission electron microscopy, rheology, statistical and colloidal thermodynamics, and machine learning to study the underlying physical principles that govern the dynamics, statistics, mechanics, and self-organization of nanostructured soft materials, in and out of thermal equilibrium, from both fundamental and technological aspects.

    vida@gatech.edu

    404.894.5134

    Office Location:
    ES&T 1222

    Jamali Lab

  • ChBE Profile Page
  • Research Focus Areas:
    • Machine Learning
    • Materials and Nanotechnology
    • Nanomaterials
    Additional Research:

    Studying dynamics and self-assembly of nanoparticles and macromolecules in heterogeneous chemical and biological environmentsInvestigating individual to collective behavior of active nanomachinesHarnessing the power of machine learning to understand physical rules governing nanostructured-soft materials, design autonomous microscopy experimentation for inverse material design, and develop new statistical and thermodynamic models for multiscale phenomena


    IRI Connections: