Open World 3D Inspection with Mobile Robots producing High-Fidelity 3D Reconstructions (3D Gaussian Splatting)

Open World 3D Inspection with Mobile Robots producing High-Fidelity 3D Reconstructions (3D Gaussian Splatting)

Mounting an Inspection camera (PTZ Camera) on a Mobile Robot (Clearpath Jackal) to perform 3D Inspection in Open World Environments. The goal is to build a system that can perform inspection in open world environments and produce high-fidelity 3D reconstructions of the environment and Inspection artifacts using sampling and View Planning Methods.

Simulation is done in Isaac SIM/LAB.

People

Tosin Oseni

    Tosin Oseni



Interests: Reinforcement Learning and Robot Inspection
Dr Micah Corah

    Dr Micah Corah



Interests: Aerial robotics, Active perception, and multi-robot systems with applications to aerial videography
Noah Chapman

    Noah Chapman



Interests: Robot Perception, Computer Vision, Machine Learning, and Mechatronics
Current Position: Developer
Lael Lum

    Lael Lum



Interests: Computer Science - Robot Inspection and Planning
Rudy Hollis

    Rudy Hollis



Interests: I am just happy to be here and learn things
Current Position: Developer

Colorado School of MInes NAPPLab