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Mathias Unberath — most-cited papers & profile · Computer Vision
← authors
·
overview
Mathias Unberath
22
papers ·
253
citations ·
34
h-index
Johns Hopkins University · Johns Hopkins Medicine · University of Baltimore
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
2018 Robotic Scene Segmentation Challenge
2020 · 119 citations
Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration
2020 · 47 citations
A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?
2021 · 30 citations
Localizing dexterous surgical tools in X-ray for image-based navigation
2019 · 15 citations
MoViT: Memorizing Vision Transformers for Medical Image Analysis
2023 · 11 citations
Neuralangelo: High-Fidelity Neural Surface Reconstruction
2023 · 11 citations
FluoroSAM: A Language-promptable Foundation Model for Flexible X-ray Image Segmentation
2024 · 6 citations
Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers
2020 · 5 citations
On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation
2021 · 3 citations
Temporally Consistent Online Depth Estimation in Dynamic Scenes
2021 · 3 citations
E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-based Stereoscopic Depth Perception
2021 · 2 citations
TAToo: Vision-based Joint Tracking of Anatomy and Tool for Skull-base Surgery
2022 · 1 citations
Constructing and Interpreting Digital Twin Representations for Visual Reasoning via Reinforcement Learning
2025
Fast Reasoning Segmentation for Images and Videos
2025
Counterfactual World Models via Digital Twin-conditioned Video Diffusion
2025
Top co-authors
Russell H. Taylor
· 9
Zhaoshuo Li
· 7
Yiqing Shen
· 6
Francis X. Creighton
· 4
Chenjia Li
· 3
Cong Gao
· 3
Xingtong Liu
· 3
Benjamin D. Killeen
· 2
Chenxiao Fan
· 2
Han Zhang
· 2
Mehran Armand
· 2
Nathan Drenkow
· 2
Topics
Medical Imaging
cs.CV
3D Vision
Video Understanding
Segmentation
Object Detection
Tracking