Dominc Streiff

3D3L: Deep Learned 3D Keypoint Detection and Description for LiDARs

With the advent of powerful, light-weight 3D LiDARs, they have become the hearth of many navigation and SLAM algorithms on various autonomous systems. Pointcloud registration methods working with unstructured pointclouds such as ICP are often computationally expensive or require a good initial guess…