PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection

31 January 2021

Zhe Wang

Papers citing "PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection"

50 / 70 papers shown

Title
MoRAL: Motion-aware Multi-Frame 4D Radar and LiDAR Fusion for Robust 3D Object Detection Xiangyuan Peng Yu Wang Miao Tang Bierzynski Kay Lorenzo Servadei Robert Wille 3DPC 30 0 0 14 May 2025
Pillar-Voxel Fusion Network for 3D Object Detection in Airborne Hyperspectral Point Clouds Yanze Jiang Yanfeng Gu Xian Li 3DPC 31 0 0 13 Apr 2025
Hi-ALPS -- An Experimental Robustness Quantification of Six LiDAR-based Object Detection Systems for Autonomous Driving Alexandra Arzberger Ramin Tavakoli Kolagari AAML 231 0 0 21 Mar 2025
UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection Xin Jin Haisheng Su Kai Liu Cong Ma Wei Wu Fei Hui Junchi Yan Mamba 80 0 0 15 Mar 2025
MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error Priors Fanqi Pu Yifan Wang Jiru Deng Wenming Yang MDE ViT 74 2 0 13 Mar 2025
Learning to Detect Objects from Multi-Agent LiDAR Scans without Manual Labels Qiming Xia Wenkai Lin Haoen Xiang Xun Huang Siheng Chen Z. Dong Cheng-Yu Wang Chenglu Wen 3DPC OffRL 252 0 0 11 Mar 2025
JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data Runjian Chen Wenqi Shao Bo Zhang Shaoshuai Shi Li Jiang Ping Luo 55 0 0 11 Mar 2025
A Light Perspective for 3D Object Detection M. E. Pederiva J. M. D. Martino A. Zimmer 3DPC 55 0 0 10 Mar 2025
PDM-SSD: Single-Stage Three-Dimensional Object Detector With Point Dilation Ao Liang Haiyang Hua Jian Fang Wenyu Chen Huaici Zhao 3DPC 57 0 0 10 Feb 2025
Improving Generalization Ability for 3D Object Detection by Learning Sparsity-invariant Features Hsin-Cheng Lu Chung-Yi Lin Winston H. Hsu 3DPC 63 0 0 04 Feb 2025
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning Runjian Chen Han Zhang Avinash Ravichandran Wenqi Shao Alex Wong Ping Luo Ping Luo 3DPC 85 0 0 04 Dec 2024
TrajSSL: Trajectory-Enhanced Semi-Supervised 3D Object Detection P. Jacobson Yichen Xie Mingyu Ding Chenfeng Xu Masayoshi Tomizuka Wei Zhan Ming C. Wu 44 0 0 17 Sep 2024
FSMDet: Vision-guided feature diffusion for fully sparse 3D detector Tianran Liu Morteza Mousa Pasandi R. Laganière DiffM MedIm 38 0 0 11 Sep 2024
RadarPillars: Efficient Object Detection from 4D Radar Point Clouds Alexander Musiat Laurenz Reichardt Michael Schulze Oliver Wasenmüller 3DPC 55 7 0 09 Aug 2024
SGCCNet: Single-Stage 3D Object Detector With Saliency-Guided Data Augmentation and Confidence Correction Mechanism Ao Liang Wenyu Chen Jian Fang Huaici Zhao 3DPC 38 0 0 01 Jul 2024
SparseDet: A Simple and Effective Framework for Fully Sparse LiDAR-based 3D Object Detection Lin Liu Ziying Song Qiming Xia Feiyang Jia Caiyan Jia Lei Yang Hongyu Pan 3DPC 60 6 0 16 Jun 2024
CT3D++: Improving 3D Object Detection with Keypoint-induced Channel-wise Transformer Hualian Sheng Sijia Cai Na Zhao Bing Deng Qiao Liang Min-Jian Zhao Jieping Ye 3DPC 50 0 0 12 Jun 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
GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection Ziying Song Lei Yang Shaoqing Xu Lin Liu Dongyang Xu Caiyan Jia Feiyang Jia Li-e Wang 3DPC 68 14 0 18 Mar 2024
Large receptive field strategy and important feature extraction strategy in 3D object detection Leichao Cui Xiuxian Li Min Meng Guangyu Jia 34 1 0 22 Jan 2024
PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds Hao Yang Haiyang Wang Di Dai Liwei Wang 3DPC 38 4 0 08 Nov 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 53 27 0 31 Oct 2023
Uni3DETR: Unified 3D Detection Transformer Zhenyu Wang Yali Li Xi Chen Hengshuang Zhao Shengjin Wang 3DPC 52 18 0 09 Oct 2023
3D Multiple Object Tracking on Autonomous Driving: A Literature Review Peng Zhang Xin Li Liang He Xinhua Lin 37 2 0 27 Sep 2023
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation Haiyang Wang Hao Tang Shaoshuai Shi Aoxue Li Zhenguo Li Bernt Schiele Liwei Wang ViT 44 56 0 15 Aug 2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection Oren Shrout Ori Nitzan Yizhak Ben-Shabat A. Tal 3DPC 67 2 0 14 Aug 2023
MaskBEV: Joint Object Detection and Footprint Completion for Bird's-eye View 3D Point Clouds William Guimont-Martin Jean-Michel Fortin François Pomerleau Philippe Giguère 3DPC 20 1 0 04 Jul 2023
LiDAR-Based 3D Object Detection via Hybrid 2D Semantic Scene Generation Haitao Yang Zaiwei Zhang Xiangru Huang Min Bai Chen Song Bo Sun Li Erran Li Qi-Xing Huang 3DPC 28 1 0 04 Apr 2023
Collaboration Helps Camera Overtake LiDAR in 3D Detection Yue Hu Yifan Lu Runsheng Xu Weidi Xie Siheng Chen Yanfeng Wang 27 69 0 23 Mar 2023
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception Zixiang Zhou Dongqiangzi Ye Weijia Chen Yufei Xie Yu Wang Panqu Wang H. Foroosh 35 10 0 21 Mar 2023
A Generalized Multi-Modal Fusion Detection Framework Leichao Cui Xiuxian Li Min Meng Xiaoyu Mo 3DPC 35 2 0 13 Mar 2023
Enhanced K-Radar: Optimal Density Reduction to Improve Detection Performance and Accessibility of 4D Radar Tensor-based Object Detection Dong-Hee Paek Seung-Hyun Kong Kevin Tirta Wijaya 23 17 0 11 Mar 2023
DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets Haiyang Wang Chen Shi Shaoshuai Shi Meng Lei Sen Wang Di He Bernt Schiele Liwei Wang 43 119 0 15 Jan 2023
ConQueR: Query Contrast Voxel-DETR for 3D Object Detection Benjin Zhu Zhe Wang Shaoshuai Shi Hang Xu Lanqing Hong Hongsheng Li 23 24 0 14 Dec 2022
GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds Honghui Yang Tong He Jiaheng Liu Huaguan Chen Boxi Wu Binbin Lin Xiaofei He Wanli Ouyang 61 58 0 06 Dec 2022
Transformation-Equivariant 3D Object Detection for Autonomous Driving Hai Wu Chenglu Wen Wei Li Xin Li Ruigang Yang Cheng-i Wang 3DPC 28 87 0 22 Nov 2022
NeRF-RPN: A general framework for object detection in NeRFs Benran Hu Junkai Huang Yichen Liu Yu-Wing Tai Chi-Keung Tang ObjD 37 60 0 21 Nov 2022
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 45 3 0 27 Oct 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds M. Arshad William J. Beksi 3DPC 3DV 43 3 0 26 Oct 2022
LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations Zhaoqi Leng Guowang Li Chenxi Liu E. D. Cubuk Pei Sun Tong He Drago Anguelov Mingxing Tan 3DPC 41 9 0 24 Oct 2022
SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds Pei Sun Mingxing Tan Weiyue Wang Chenxi Liu Fei Xia Zhaoqi Leng Drago Anguelov ViT 23 115 0 13 Oct 2022
CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds Haiyang Wang Lihe Ding Shaocong Dong Shaoshuai Shi Aoxue Li Jianan Li Zhenguo Li Liwei Wang 3DPC 140 69 0 09 Oct 2022
Spatial Pruned Sparse Convolution for Efficient 3D Object Detection Jianhui Liu Yukang Chen Xiaoqing Ye Zhuotao Tian Xiao Tan Xiaojuan Qi 3DPC 128 34 0 28 Sep 2022
FFPA-Net: Efficient Feature Fusion with Projection Awareness for 3D Object Detection Chaokang Jiang Guangming Wang Jinxing Wu Yanzi Miao Hesheng Wang 3DPC 29 5 0 15 Sep 2022
SEFormer: Structure Embedding Transformer for 3D Object Detection Xiaoyu Feng Heming Du Yueqi Duan Yong-Jin Liu Hehe Fan 3DPC ViT 35 10 0 05 Sep 2022
Fully Sparse 3D Object Detection Lue Fan Feng Wang Nai-long Wang Zhaoxiang Zhang 26 96 0 20 Jul 2022
Latency-Aware Collaborative Perception Zixing Lei Shunli Ren Yue Hu Wenjun Zhang Siheng Chen 36 96 0 18 Jul 2022
Paint and Distill: Boosting 3D Object Detection with Semantic Passing Network Bo Ju Zhikang Zou Xiaoqing Ye Minyue Jiang Xiao Tan Errui Ding Jingdong Wang 3DPC 24 11 0 12 Jul 2022
Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds Wu Zheng Li Jiang Fanbin Lu Yangyang Ye Chi-Wing Fu 3DPC ObjD 44 9 0 03 Jul 2022
ORA3D: Overlap Region Aware Multi-view 3D Object Detection Wonseok Roh Gyusam Chang Seokha Moon Giljoo Nam Chanyoung Kim Younghyun Kim Jinkyu Kim Sangpil Kim 3DPC 32 11 0 02 Jul 2022