Search Results for author: Matthew Howe

Found 3 papers, 1 papers with code

Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models

no code implementations29 Nov 2022 Matthew Howe, Boris Repasky, Timothy Payne

Utilising a single point cloud segmentation model can be desirable in situations where point cloud sensors, quality, and structures can change.

Point Cloud Segmentation Segmentation +1

The Edge of Disaster: A Battle Between Autonomous Racing and Safety

no code implementations30 Jun 2022 Matthew Howe, James Bockman, Adrian Orenstein, Stefan Podgorski, Sam Bahrami, Ian Reid

Autonomous racing represents a uniquely challenging control environment where agents must act while on the limits of a vehicle's capability in order to set competitive lap times.

Model Predictive Control

Weakly Supervised Training of Monocular 3D Object Detectors Using Wide Baseline Multi-view Traffic Camera Data

1 code implementation21 Oct 2021 Matthew Howe, Ian Reid, Jamie Mackenzie

Our method achieves vehicle 7DoF pose prediction accuracy on our dataset comparable to the top performing monocular 3D object detectors on autonomous vehicle datasets.

Autonomous Vehicles Object +1

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