Panoptic segmentation: detection + segmentation

voting-based fusion: instance center heatmap + offset map + segmentation ⇒ instance detection

not end-to-end

References:

Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation, cvpr21