3 papers
cs.RO2023
VERF: Runtime Monitoring of Pose Estimation with Neural Radiance Fields
Dominic Maggio, Courtney Mario, Luca Carlone
We present VERF, a collection of two methods (VERF-PnP and VERF-Light) for providing runtime assurance on the correctness of a camera pose estimate of a monocular camera without re…
cs.CV2023
Vision-Based Terrain Relative Navigation on High-Altitude Balloon and Sub-Orbital Rocket
Dominic Maggio, Courtney Mario, Brett Streetman +2
We present an experimental analysis on the use of a camera-based approach for high-altitude navigation by associating mapped landmarks from a satellite image database to camera ima…
cs.CV2023
A Correct-and-Certify Approach to Self-Supervise Object Pose Estimators via Ensemble Self-Training
Jingnan Shi, Rajat Talak, Dominic Maggio +1
Real-world robotics applications demand object pose estimation methods that work reliably across a variety of scenarios. Modern learning-based approaches require large labeled data…