Search Results for author: Andrej Janda

Found 3 papers, 0 papers with code

Living in a Material World: Learning Material Properties from Full-Waveform Flash Lidar Data for Semantic Segmentation

no code implementations7 May 2023 Andrej Janda, Pierre Merriaux, Pierre Olivier, Jonathan Kelly

The shape of the return waveform is affected by many factors, including the distance that the light pulse travels and the angle of incidence with a surface.

Scene Understanding Semantic Segmentation

Self-Supervised Pre-training of 3D Point Cloud Networks with Image Data

no code implementations21 Nov 2022 Andrej Janda, Brandon Wagstaff, Edwin G. Ng, Jonathan Kelly

Reducing the quantity of annotations required for supervised training is vital when labels are scarce and costly.

Semantic Segmentation

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