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Kwangjin Choi

2 accepted papers

2024

PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network

ICRA 2024poster

In this paper, we present a novel point generation model, referred to as Pillar-based Point Generation Network (PillarGen), which facilitates the transformation of point clouds from one domain into another. PillarGen can produce synthetic point clouds with enhanced density and quality based on the p…

Cited by 0SourceScholar
2024

RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features

CVPR 2024poster

The inherent noisy and sparse characteristics of radar data pose challenges in finding effective representations for 3D object detection. In this paper we propose RadarDistill a novel knowledge distillation (KD) method which can improve the representation of radar data by leveraging LiDAR data. Rada…