David Kriegman

University of California, San Diego — United States

Computer Science · Physical Sciences

65h-index38.6kcitations229works1.32yr avg
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Research Topics

Advanced Vision and Imaging(72), Computer Graphics and Visualization Techniques(45), Robotics and Sensor-Based Localization(34), Face and Expression Recognition(26), Advanced Image and Video Retrieval Techniques(25)

Publications229 total

Wide Area Seabed Optical Imaging Using Autonomous Underwater Vehicles
2025
Quantifying coral reef carbonate budgets: a comparison between ReefBudget and CoralNet
Coral Reefs·2025· 4 citedOpen Access
Quantifying coral reef carbonate budgets: a comparison between ReefBudget and CoralNet
2024Open Access
One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis
IEEE Transactions on Medical Imaging·2023· 22 citedOpen Access
Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions
Ophthalmology Science·2022· 110 citedOpen Access
Rapid assessments of Pacific Ocean net coral reef carbonate budgets and net calcification following the 2014–2017 global coral bleaching event
Limnology and Oceanography·2022· 20 citedOpen Access
Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions: Transformer for Improved Generalization
2022· 7 citedOpen Access
Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions: Transformer for Improved Generalization
2022· 8 citedOpen Access
Detecting Glaucoma in the Ocular Hypertension Study Using Deep Learning
JAMA Ophthalmology·2022· 38 citedOpen Access
Detecting Glaucoma in the Ocular Hypertension Treatment Study Using Deep Learning: Implications for clinical trial endpoints
2022· 6 citedOpen Access
A New Deep Learning Engine for CoralNet
2021· 70 cited
Area-normalized scaling of ReefBudget calcification, macrobioerosion, and microbioerosion rates for use with CoralNet Version 1.0
Zenodo (CERN European Organization for Nuclear Research)·2021· 5 citedOpen Access
Detecting Glaucoma in the Ocular Hypertension Study Using Deep Learning
2021· 3 citedOpen Access
Detecting Glaucoma in the Ocular Hypertension Treatment Study Using Deep Learning: Implications for clinical trial endpoints
2021· 2 citedOpen Access
Deep learning for detecting glaucoma in the Ocular Hypertension Treatment Study: Implications for clinical trial endpoints
2021· 1 cited
The Coral Reef Sentinels Program: A Mars Shot for Blue Planetary Health
Marine Technology Society Journal·2021· 1 citedOpen Access
One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis
arXiv (Cornell University)·2020· 3 citedOpen Access
One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma.
2020
Neural Reflectance Fields for Appearance Acquisition
arXiv (Cornell University)·2020· 110 citedOpen Access
Deep Reflectance Volumes: Relightable Reconstructions from Multi-View\n Photometric Images
arXiv (Cornell University)·2020· 6 citedOpen Access
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Frequent Co-authors

Peter N. Belhumeur(13), Kuang-Chih Lee(7), Ming–Hsuan Yang(5), Sameer Agarwal(5), J. Ho(4), Serge Belongie(4), Todd Zickler(4), Jean Ponce(4), Satya P. Mallick(4), Athinodoros S. Georghiades(3), Narendra Ahuja(3), Jongwoo Lim(3), João P. Hespanha(2), Neel Joshi(2), Richard Szeliski(2), Ravi Ramamoorthi(2), David W. Jacobs(2), Alan Yuille(2), Oscar Beijbom(2), Peter J. Edmunds(2)