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· 2019

PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud

Shaoshuai Shi, Xiaogang Wang, Hongsheng Li

Short summary

PointRCNN introduces a novel two-stage framework that directly generates 3D object proposals from raw point clouds, bypassing the need for RGB images or intermediate representations like bird's-eye view or voxels.

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Field: Computational Mechanics

Computational MechanicsEngineering