Jan‐Michael Frahm

University of North Carolina at Chapel Hill — United States

Computer Science · Physical Sciences

49h-index15.8kcitations193works2.02yr avg
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Research Topics

Advanced Vision and Imaging(102), Robotics and Sensor-Based Localization(78), Advanced Image and Video Retrieval Techniques(50), Optical measurement and interference techniques(25), Image Processing Techniques and Applications(17)

Publications193 total

Artificial intelligence identifies and quantifies colonoscopy blind spots
UNC Libraries·2025Open Access
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 4 citedOpen Access
MVPSNet: Fast Generalizable Multi-view Photometric Stereo
2023· 14 cited
A Practical Stereo Depth System for Smart Glasses
2023· 9 cited
MVPSNet: Fast Generalizable Multi-view Photometric Stereo
arXiv (Cornell University)·2023· 1 citedOpen Access
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond
arXiv (Cornell University)·2023Open Access
A Surface-normal Based Neural Framework for Colonoscopy Reconstruction
arXiv (Cornell University)·2023Open Access
Systems and methods that generate height map models for efficient three dimensional reconstruction from depth information
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2023Open Access
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 6 cited
Learning to Estimate Multi-view Pose from Object Silhouettes
Lecture notes in computer science·2023· 1 cited
A Surface-Normal Based Neural Framework for Colonoscopy Reconstruction
Lecture notes in computer science·2023· 4 cited
A Practical Stereo Depth System for Smart Glasses
arXiv (Cornell University)·2022Open Access
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search
arXiv (Cornell University)·2022Open Access
Leveraging Disentangled Representations to Improve Vision-Based Keystroke Inference Attacks Under Low Data Constraints
2022
Leveraging Disentangled Representations to Improve Vision-Based Keystroke Inference Attacks Under Low Data
arXiv (Cornell University)·2022Open Access
VPFusion: Joint 3D Volume and Pixel-Aligned Feature Fusion for Single and Multi-view 3D Reconstruction
arXiv (Cornell University)·2022Open Access
VPFusion: Joint 3D Volume and Pixel-Aligned Feature Fusion for Single\n and Multi-view 3D Reconstruction
arXiv (Cornell University)·2022Open Access
EgoGlass: Egocentric-View Human Pose Estimation From an Eyeglass Frame
2021 International Conference on 3D Vision (3DV)·2021· 27 cited
ColDE: A Depth Estimation Framework for Colonoscopy Reconstruction
arXiv (Cornell University)·2021· 5 citedOpen Access
Online environment mapping using metric-topological maps
Carolina Digital Repository (University of North Carolina at Chapel Hill)·2021Open Access
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Frequent Co-authors

Marc Pollefeys(21), David Gallup(7), Rahul Raguram(7), Enrique Dunn(7), Changchang Wu(6), Brian Clipp(5), Johannes L. Schönberger(4), Philippos Mordohai(4), True Price(4), Jared Heinly(4), Sudipta N. Sinha(3), Svetlana Lazebnik(3), Christopher Zach(3), Stephen M. Pizer(3), Fabian Monrose(3), Henry Fuchs(3), D. Nistér(2), Amir Akbarzadeh(2), Paul Merrell(2), Qingxiong Yang(2)