Eric Dexheimer

I am a final year PhD student in the Dyson Robotics Lab at Imperial College London, supervised by Prof. Andrew J. Davison. I work in 3D vision and am interested in creating low-dimensional abstractions of images for applications such as mapping, robotics, and augmented reality. Previously, I was a student researcher at Google Zurich and completed my Masters in Robotics at Carnegie Mellon University under the supervision of Prof. Michael Kaess.

Email  /  Google Scholar  /  Twitter  /  Github

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Research
Triangle-SLAM demo
Triangle Splatting SLAM
Nicholas Fry, Eric Dexheimer, Kirill Mazur, Paul H.J. Kelly, Andrew J. Davison
ECCV, 2026
project page / arxiv / code / video
MASt3R-SLAM demo
MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction Priors
Riku Murai*, Eric Dexheimer*, Andrew J. Davison
CVPR, 2025 (Highlight & Best Demo Honorable Mention)
project page / arxiv / code / video
COMO mapping and odometry demo
COMO: Compact Mapping and Odometry
Eric Dexheimer, Andrew J. Davison
ECCV, 2024 (Oral Presentation)
project page / arxiv / code / video
Depth covariance demo
Learning a Depth Covariance Function
Eric Dexheimer, Andrew J. Davison
CVPR, 2023
project page / arxiv / code / video
Online multi-camera extrinsic calibration demo
Information-Theoretic Online Multi-Camera Extrinsic Calibration
Eric Dexheimer, Patrick Peluse, Jianhui Chen, James Pritts, Michael Kaess
RA-L, presented at ICRA 2022
pdf / code / video
GPS-denied vehicle state estimation demo
GPS-Denied Global Visual-Inertial Ground Vehicle State Estimation via Image Registration
Yehonathan Litman*, Daniel McGann*, Eric Dexheimer, Michael Kaess
ICRA, 2022
pdf / video
LEO factor graph optimization demo
LEO: Learning Energy-based Models in Factor Graph Optimization
Paloma Sodhi, Eric Dexheimer, Mustafa Mukadam, Stuart Anderson, Michael Kaess
CoRL, 2021
arXiv / video / code / project page / blog
Subterranean exploration robot team demo
Resilient and Modular Subterranean Exploration with a Team of Roving and Flying Robots
Sebastian Scherer et al.
Field Robotics, 2022
pdf / video
Multiresolution scrolling grid demo
Efficient Multiresolution Scrolling Grid for Stereo Vision-based MAV Obstacle Avoidance
Eric Dexheimer, Joshua G. Mangelson, Sebastian Scherer, and Michael Kaess
IROS, 2020
pdf
Trajectory library filtering demo
Efficient Trajectory Library Filtering for Quadrotor Flight in Unknown Environments
Vaibhav K. Viswanathan, Eric Dexheimer, Guanrui Li, Giuseppe Loianno, Michael Kaess, and Sebastian Scherer
IROS, 2020
pdf / video
Other Projects
Automatic soccer field tracking demo
Automatic Field Tracking from Video
Eric Dexheimer, Yingda Hu
Multi-robot SLAM demo
Multi-Robot SLAM for Subterranean Environments
Eric Dexheimer
Deep-UV microsphere projection lithography figure
Deep-UV Microsphere Projection Lithography
Alireza Bonakdar, Mohsen Rezaei, Robert L. Brown, Vala Fathipour, Eric Dexheimer, Sung Jun Jang, and Hooman Mohseni
Optics Letters, 2015

High-Throughput Realization of an Infrared Selective Absorber/Emitter by DUV Microsphere Projection Lithography
Alireza Bonakdar, Mohsen Rezaei, Eric Dexheimer and Hooman Mohseni
Nanotechnology, 2016

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