Diffusion-Based Point Cloud Super-Resolution for mmWave Radar Data

Diffusion-Based Point Cloud Super-Resolution for mmWave Radar Data

9 April 2024

Papers citing "Diffusion-Based Point Cloud Super-Resolution for mmWave Radar Data"

9 / 9 papers shown

Title
Unsupervised Radar Point Cloud Enhancement via Arbitrary LiDAR Guided Diffusion Prior Yanlong Yang Jianan Liu Guanxiong Luo Hao Li E. Ahn M. R. Azghadi Tao Huang 25 0 0 15 May 2025
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model Boyuan Zheng Shouyi Lu Renbo Huang Minqing Huang Fan Lu Wei Tian G. Zhuo Lu Xiong 62 1 0 21 Mar 2025
Diffusion-Based mmWave Radar Point Cloud Enhancement Driven by Range Images Ruixin Wu Zihan Li Jin Wang Xiangyu Xu Huan Yu Zhi Zheng Kaixiang Huang Guodong Lu 69 1 0 04 Mar 2025
mmDEAR: mmWave Point Cloud Density Enhancement for Accurate Human Body Reconstruction Jiarui Yang Songpengcheng Xia Zengyuan Lai Lan Sun Qi Wu Wenxian Yu Ling Pei 3DH 88 1 0 04 Mar 2025
Towards Dense and Accurate Radar Perception Via Efficient Cross-Modal Diffusion Model Ruibin Zhang Donglai Xue Yuhan Wang Ruixu Geng Fei Gao 42 6 0 13 Mar 2024
Patchwork++: Fast and Robust Ground Segmentation Solving Partial Under-Segmentation Using 3D Point Cloud Seungjae Lee Hyungtae Lim Hyun Myung 3DV 50 106 0 25 Jul 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,588 0 10 Nov 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,099 0 02 Dec 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 294 75,800 0 18 May 2015