Rethinking Range View Representation for LiDAR Segmentation

9 March 2023

Lingdong Kong

You-Chen Liu

Runnan Chen

Yuexin Ma

Xinge Zhu

Yikang Li

Yuenan Hou

Yu Qiao

Ziwei Liu

3DPC

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Papers citing "Rethinking Range View Representation for LiDAR Segmentation"

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Title
Efficient LiDAR Reflectance Compression via Scanning Serialization Jiahao Zhu Kang-Soo You Dandan Ding Zhan Ma 28 0 0 14 May 2025
Depth-Aware Range Image-Based Model for Point Cloud Segmentation Bike Chen Antti Tikänmaki Juha Roning 3DPC 3DV 55 0 0 19 Mar 2025
You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving Guangfeng Jiang Jun Liu Yongxuan Lv Yunsheng Wu Xianfei Li Wenlong Liao Tao He Pai Peng 3DPC 55 0 0 27 Feb 2025
LeAP: Consistent multi-domain 3D labeling using Foundation Models Simon Gebraad Andras Palffy Holger Caesar 164 1 0 06 Feb 2025
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic Segmentation Jiexi Zhong Zhiheng Li Yubo Cui Zheng Fang 3DPC 35 1 0 06 Jan 2025
The 2nd Place Solution from the 3D Semantic Segmentation Track in the 2024 Waymo Open Dataset Challenge Qing Wu 3DPC 202 0 0 06 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 66 1 0 03 Jan 2025
LiDAR-GS:Real-time LiDAR Re-Simulation using Gaussian Splatting Qifeng Chen Sheng Yang Sicong Du Tao Tang Peng Chen Yuchi Huo 3DGS AI4CE 69 6 0 07 Oct 2024
Trainable Pointwise Decoder Module for Point Cloud Segmentation Bike Chen Woong Shin Antti Tikänmaki Hao Lu 3DPC 46 2 0 02 Aug 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 52 7 0 14 Jul 2024
Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving Shaoyuan Xie Lingdong Kong Wenwei Zhang Jiawei Ren Liang Pan Kai-xiang Chen Ziwei Liu AAML 60 10 0 27 May 2024
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving Lingdong Kong Xiang Xu Jiawei Ren Wenwei Zhang Liang Pan Kai-xiang Chen Wei Tsang Ooi Ziwei Liu 48 17 0 08 May 2024
Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding Lingdong Kong Xiang Xu Jun Cen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 53 5 0 25 Mar 2024
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 64 23 0 07 Dec 2023
HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds Gang Zhang Junnan Chen Guohuan Gao Jianmin Li Xiaolin Hu 3DPC 51 27 0 31 Oct 2023
2DDATA: 2D Detection Annotations Transmittable Aggregation for Semantic Segmentation on Point Cloud Guan-Cheng Lee 3DPC 26 0 0 21 Sep 2023
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 34 13 0 27 Jul 2023
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation A. Kuriyal Vaibhav Kumar B. Lohani 3DPC 29 1 0 27 Jul 2023
Semantic Segmentation on 3D Point Clouds with High Density Variations Ryan Faulkner Luke Haub Simon Ratcliffe Ian Reid Tat-Jun Chin 3DPC 41 1 0 04 Jul 2023
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP Runnan Chen Youquan Liu Lingdong Kong Xinge Zhu Yuexin Ma Yikang Li Yuenan Hou Yu Qiao Wenping Wang CLIP 3DPC 31 140 0 12 Jan 2023
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder Xiaoshui Huang Zhou Huang Shengjia Li Wentao Qu Tong He Yuenan Hou Yifan Zuo Wanli Ouyang 13 11 0 08 Dec 2022
Gait Recognition in Large-scale Free Environment via Single LiDAR Xiaoyu Han Yiming Ren Peishan Cong Yujing Sun Jingya Wang Lan Xu Yuexin Ma 3DV CVBM 26 11 0 22 Nov 2022
Zero-shot point cloud segmentation by transferring geometric primitives Runnan Chen Xinge Zhu Nenglun Chen Wei Li Yuexin Ma Ruigang Yang Wenping Wang 3DPC 29 8 0 18 Oct 2022
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception Dongqiangzi Ye Zixiang Zhou Weijia Chen Yufei Xie Yu Wang Panqu Wang H. Foroosh 3DPC 58 84 0 19 Sep 2022
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds Xu Yan Jiantao Gao Chaoda Zheng Chao Zheng Ruimao Zhang Shenghui Cui Zhen Li 3DPC 104 213 0 10 Jul 2022
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 164 154 0 05 Oct 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 316 3,633 0 24 Feb 2021
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng Ryan Razani E. Taghavi Enxu Li Bingbing Liu 3DPC 158 241 0 08 Feb 2021
Regularization Strategy for Point Cloud via Rigidly Mixed Sample Dogyoon Lee Jaeha Lee Junhyeop Lee Hyeongmin Lee Minhyeok Lee Sungmin Woo Sangyoun Lee 3DPC 150 74 0 03 Feb 2021
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation Venice Erin Liong Thi Ngoc Tho Nguyen S. Widjaja Dhananjai Sharma Z. J. Chong 3DPC 139 110 0 09 Dec 2020
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module Martin Gerdzhev Ryan Razani E. Taghavi Bingbing Liu 3DPC 115 70 0 24 Aug 2020
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 14,131 0 02 Dec 2016