Synthetic LiDAR Data Generation and Deterministic Downsampling for Point Cloud Classification on the Edge

Niclas Meyer, Stefan Reitmann

Deploying three-dimensional deep learning frameworks to low-power embedded processors is bottlenecked by the unstructured nature of spatial data and the resource-intensive distance…