Hierarchical Adaptive Voxel-guided Sampling for Real-time Applications in Large-scale Point Clouds

Junyuan Ouyang, Xiao Liu, Haoyao Chen

While point-based neural architectures have demonstrated their efficacy, the time-consuming sampler currently prevents them from performing real-time reasoning on scene-level point…