A Differentiable Optimization Framework for Registering Sequential Bounding Boxes with Point Cloud Stream

Xuesong Li, Jinguang Tong, Jie Hong

Refining a sequence of coarse 3D bounding boxes against a LiDAR point-cloud stream demands tracks that are geometrically accurate (high IoU) and temporally coherent (low roughness)…