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researcher

M. Unberath

67 papers hereh-index 375.7k citations206 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author28
  • last author30

Across the 63 of 67 papers where every author was matched, so the position is known.

fields
  • cs.CV42
  • eess.IV7
  • cs.RO5
  • cs.HC4
  • physics.med-ph3
  • cs.CY2

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedCAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions

126 citations · 313 across the 39 of their papers we have counts for

collaborators
Showing 2022 · cs.CVShow all

4 papers · 2 filters

cs.CV2022★ 1 cited

TAToo: Vision-based Joint Tracking of Anatomy and Tool for Skull-base Surgery

Zhaoshuo Li, Hongchao Shu, Ruixing Liang +5

Purpose: Tracking the 3D motion of the surgical tool and the patient anatomy is a fundamental requirement for computer-assisted skull-base surgery. The estimated motion can be used…

cs.CV2022

Context-Enhanced Stereo Transformer

Weiyu Guo, Zhaoshuo Li, Yongkui Yang +5

Stereo depth estimation is of great interest for computer vision research. However, existing methods struggles to generalize and predict reliably in hazardous regions, such as larg…

cs.CV2022

SAGE: SLAM with Appearance and Geometry Prior for Endoscopy

Xingtong Liu, Zhaoshuo Li, Masaru Ishii +3

In endoscopy, many applications (e.g., surgical navigation) would benefit from a real-time method that can simultaneously track the endoscope and reconstruct the dense 3D geometry…

cs.CV2022

Mapping DNN Embedding Manifolds for Network Generalization Prediction

Molly O'Brien, Julia Bukowski, Mathias Unberath +2

Understanding Deep Neural Network (DNN) performance in changing conditions is essential for deploying DNNs in safety critical applications with unconstrained environments, e.g., pe…

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