PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection

31 December 2019

Zhe Wang

Papers citing "PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection"

40 / 40 papers shown

Title
Reflectance Prediction-based Knowledge Distillation for Robust 3D Object Detection in Compressed Point Clouds Hao Jing Anhong Wang Yifan Zhang Donghan Bu Junhui Hou 3DPC 34 0 0 23 May 2025
Manipulating Elasto-Plastic Objects With 3D Occupancy and Learning-Based Predictive Control Zhen Zhang Xiangyu Chu Yunxi Tang Lulu Zhao Jing Huang Zhongliang Jiang K. W. S. Au AI4CE 28 0 0 22 May 2025
HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection Esteban Rivera Surya Prabhakaran Markus Lienkamp VLM 358 0 0 01 May 2025
UAV Position Estimation using a LiDAR-based 3D Object Detection Method Uthman Olawoye Jason N. Gross 3DPC 91 3 0 09 Apr 2025
State Space Model Meets Transformer: A New Paradigm for 3D Object Detection Chuxin Wang Wenfei Yang Xiang Liu Tianzhu Zhang 80 1 0 18 Mar 2025
MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error Priors Fanqi Pu Yifan Wang Jiru Deng Wenming Yang MDE ViT 112 2 0 13 Mar 2025
Semantic-Supervised Spatial-Temporal Fusion for LiDAR-based 3D Object Detection Chaoqun Wang Xiaobin Hong Wenzhong Li Ruimao Zhang 3DPC 355 0 0 13 Mar 2025
Simulation-Based Performance Evaluation of 3D Object Detection Methods with Deep Learning for a LiDAR Point Cloud Dataset in a SOTIF-related Use Case Milin Patel Rolf Jung 3DPC 119 2 0 05 Mar 2025
VaLID: Verification as Late Integration of Detections for LiDAR-Camera Fusion Vanshika Vats Marzia Binta Nizam James Davis 3DPC 110 0 0 21 Feb 2025
Intelligent Sensing-to-Action for Robust Autonomy at the Edge: Opportunities and Challenges A. R. Trivedi Sina Tayebati Hemant Kumawat Nastaran Darabi Divake Kumar ... Dinithi Jayasuriya Nethmi Jayasinghe Priyadarshini Panda Saibal Mukhopadhyay Kaushik Roy 116 0 0 04 Feb 2025
Micro-macro Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained Images Yihui Li Chengxin Lv Hongyu Yang Di Huang 3DGS 92 1 0 24 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 96 1 0 03 Jan 2025
DecoratingFusion: A LiDAR-Camera Fusion Network with the Combination of Point-level and Feature-level Fusion Zixuan Yin Han Sun Ningzhong Liu Huiyu Zhou Jiaquan Shen 3DPC 103 0 0 03 Jan 2025
Boosting 3D Object Detection with Semantic-Aware Multi-Branch Framework Hao Jing Anhong Wang Lijun Zhao Yakun Yang Donghan Bu Jing Zhang Yifan Zhang Junhui Hou 3DPC 86 0 0 31 Dec 2024
OmniHD-Scenes: A Next-Generation Multimodal Dataset for Autonomous Driving Lianqing Zheng Long Yang Qunshu Lin W. Ai Minghao Liu ... Jingyue Mo Xiaokai Bai Jie Bai Zhixiong Ma Xichan Zhu 143 6 0 14 Dec 2024
Efficient 3D Recognition with Event-driven Spike Sparse Convolution Xuerui Qiu Man Yao Jieyuan Zhang Yuhong Chou Ning Qiao Shibo Zhou Bo Xu Guoqi Li 3DPC 101 5 0 10 Dec 2024
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 107 0 0 04 Dec 2024
Learning 3D Perception from Others' Predictions Jinsu Yoo Zhenyang Feng Tai-Yu Pan Yihong Sun Cheng Perng Phoo Xiangyu Chen Mark Campbell Kilian Q. Weinberger Bharath Hariharan Wei-Lun Chao 80 1 0 03 Oct 2024
Intent Prediction-Driven Model Predictive Control for UAV Planning and Navigation in Dynamic Environments Zhefan Xu Hanyu Jin Xinming Han Haoyu Shen Kenji Shimada 91 2 0 24 Sep 2024
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Zhuoxiao Chen Junjie Meng Mahsa Baktashmotlagh Yonggang Zhang Zi Huang Yadan Luo 123 1 0 21 Jun 2024
RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloud Mohamed Nagy Naoufel Werghi Bilal Hassan Jorge Dias Majid Khonji VOT 91 3 0 19 May 2024
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection Hou-I Liu Christine Wu Jen-Hao Cheng Wenhao Chai Shian-Yun Wang ... Lei Li Hong-Han Shuai Wen-Huang Cheng Hong-Han Shuai Wen-Huang Cheng 79 2 0 07 Apr 2024
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration Yifan Zhang Siyu Ren Junhui Hou Jinjian Wu Guangming Shi Guangming Shi SSL 3DPC 152 3 0 23 Jan 2024
VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection Ziying Song Guoxin Zhang Jun Xie Lin Liu Caiyan Jia Shaoqing Xu Zhepeng Wang 3DPC 69 20 0 05 Jan 2024
Exploring Radar Data Representations in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Zitian Peng Chenhang Xu Yilu Shi ... Hyungjoon Seo Ka Lok Man Jieming Ma Xiaohui Zhu Yutao Yue 78 5 0 08 Dec 2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection Oren Shrout Ori Nitzan Yizhak Ben-Shabat A. Tal 3DPC 74 2 0 14 Aug 2023
HDNET: Exploiting HD Maps for 3D Object Detection Binh Yang Ming Liang R. Urtasun 3DPC 3DV 65 320 0 21 Dec 2020
SegVoxelNet: Exploring Semantic Context and Depth-aware Features for 3D Vehicle Detection from Point Cloud Hongwei Yi Shaoshuai Shi Mingyu Ding Jiankai Sun Kui Xu Hui Zhou Zhe Wang Sheng Li Guoping Wang 3DPC 95 56 0 13 Feb 2020
StarNet: Targeted Computation for Object Detection in Point Clouds Jiquan Ngiam Benjamin Caine Wei Han Brandon Yang Yuning Chai ... O. Alsharif Patrick Nguyen Zhiwen Chen Jonathon Shlens Vijay Vasudevan 3DPC 55 111 0 29 Aug 2019
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection Benjin Zhu Zhengkai Jiang Xiangxin Zhou Zeming Li Gang Yu 3DPC 187 487 0 26 Aug 2019
IoU Loss for 2D/3D Object Detection Dingfu Zhou Jin Fang Xibin Song Chenye Guan Junbo Yin Yuchao Dai Ruigang Yang 39 380 0 11 Aug 2019
STD: Sparse-to-Dense 3D Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 61 739 0 22 Jul 2019
Deep Hough Voting for 3D Object Detection in Point Clouds C. Qi Or Litany Kaiming He Leonidas Guibas 3DPC 74 1,275 0 21 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 131 2,518 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 117 1,768 0 18 Apr 2019
Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection Zhixin Wang Kui Jia 3DPC 51 442 0 05 Mar 2019
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 142 2,392 0 11 Dec 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 103 1,552 0 17 Nov 2018
Frustum PointNets for 3D Object Detection from RGB-D Data C. Qi Wen Liu Chenxia Wu Hao Su Leonidas Guibas 3DPC 127 2,257 0 22 Nov 2017
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images Shuran Song Jianxiong Xiao 3DPC 70 679 0 07 Nov 2015