Synthetic lidar point cloud generation using deep generative models for improved driving scene object recognition

Zhengkang Xiang, Zexian Huang, Kourosh Khoshelham

Abstract: Highlights•Data augmentation for driving scene object recognition using generative models.•A systematic benchmark of generative models for lidar point clouds.•L-GAN boosts point-based and graph-based object recognition methods effectively.