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"

50 / 271 papers shown

Title
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 19 2 0 17 Jan 2023
Collaborative Perception in Autonomous Driving: Methods, Datasets and Challenges Yushan Han Hui Zhang Huifang Li Yi Jin Congyan Lang Yidong Li 34 100 0 16 Jan 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 28 117 0 15 Jan 2023
Hierarchical Point Attention for Indoor 3D Object Detection Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 37 1 0 06 Jan 2023
OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection Chenxi Huang Tong He Haidong Ren Wenxiao Wang Binbin Lin Deng Cai 32 10 0 20 Dec 2022
Simulating Road Spray Effects in Automotive Lidar Sensor Models Clemens Linnhoff Dominik Scheuble Mario Bijelic Lukas Elster Philipp Rosenberger W. Ritter Dengxin Dai H. Winner 19 4 0 16 Dec 2022
ConQueR: Query Contrast Voxel-DETR for 3D Object Detection Benjin Zhu Zhe Wang Shaoshuai Shi Hang Xu Lanqing Hong Hongsheng Li 13 24 0 14 Dec 2022
LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving Xiang Li Junbo Yin Botian Shi Yikang Li Ruigang Yang Jianbing Shen ISeg 22 12 0 07 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 42 58 0 06 Dec 2022
BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks Xiaowei Chi Jiaming Liu Ming Lu Rongyu Zhang Zhaoqing Wang Yandong Guo Shanghang Zhang 3DPC 43 19 0 02 Dec 2022
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Jianing Li Ming Lu Jiaming Liu Yandong Guo Li Du Shanghang Zhang 37 6 0 01 Dec 2022
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Tianyu Wang Xiaowei Hu Zhengzhe Liu Chi-Wing Fu 3DPC 24 16 0 23 Nov 2022
CASSPR: Cross Attention Single Scan Place Recognition Yan Xia M. Gladkova Rui Wang Qianyun Li Uwe Stilla João F. Henriques Daniel Cremers 3DPC 4 34 0 22 Nov 2022
Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric Chuanming Tang Xiao Wang Ju Huang Bowei Jiang Lin Zhu Jianlin Zhang Yaowei Wang Yonghong Tian 33 32 0 20 Nov 2022
ImLiDAR: Cross-Sensor Dynamic Message Propagation Network for 3D Object Detection Yiyang Shen Rongwei Yu Peng Wu H. Xie Lina Gong J. Qin Mingqiang Wei 3DPC 24 7 0 17 Nov 2022
3D-QueryIS: A Query-based Framework for 3D Instance Segmentation Jiaheng Liu Tong He Honghui Yang Rui Su Jiayi Tian Junran Wu Hongcheng Guo Ke Xu Wanli Ouyang ISeg 26 14 0 17 Nov 2022
3D Cascade RCNN: High Quality Object Detection in Point Clouds Qi Cai Yingwei Pan Ting Yao Tao Mei 3DPC 20 21 0 15 Nov 2022
Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection Yu Hong Hang Dai Yong Ding 3DPC 25 70 0 14 Nov 2022
PointSee: Image Enhances Point Cloud Lipeng Gu Xu Yan Peng Cui Lina Gong H. Xie F. Wang Jing Qin Mingqiang Wei 3DPC 27 5 0 03 Nov 2022
Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision Youngseok Kim Sanmin Kim Sang-Jin Sim Junwon Choi Dongsuk Kum 3DPC MDE 41 16 0 29 Oct 2022
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 40 3 0 27 Oct 2022
Li3DeTr: A LiDAR based 3D Detection Transformer Gopi Krishna Erabati Helder Araújo ViT 3DPC 108 13 0 27 Oct 2022
Automated Reconstruction of 3D Open Surfaces from Sparse Point Clouds M. Arshad William J. Beksi 3DPC 3DV 35 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 33 9 0 24 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 32 55 0 23 Oct 2022
PSA-Det3D: Pillar Set Abstraction for 3D object Detection Zhicong Huang Jingwen Zhao Zhijie Zheng Dihu Chen Haoxing Hu 3DPC 29 8 0 20 Oct 2022
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 49 4 0 19 Oct 2022
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection Xin Li Botian Shi Yuenan Hou Xingjiao Wu Tianlong Ma Yikang Li Liangbo He 3DPC 12 49 0 18 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 21 115 0 13 Oct 2022
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds Chenxi Liu Zhaoqi Leng Peigen Sun Shuyang Cheng C. Qi Yin Zhou Mingxing Tan Drago Anguelov 3DPC 3DV 37 5 0 10 Oct 2022
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding Guofeng Mei Cristiano Saltori Fabio Poiesi Jian Andrew Zhang Elisa Ricci N. Sebe Qiang Wu 3DPC 53 5 0 06 Oct 2022
PointPillars Backbone Type Selection For Fast and Accurate LiDAR Object Detection K. Lis T. Kryjak 3DPC 23 5 0 30 Sep 2022
INT: Towards Infinite-frames 3D Detection with An Efficient Framework Jianyun Xu Zhenwei Miao Da Zhang Hongyu Pan Kai Liu Peihan Hao Jun Zhu Zhengyang Sun Hongming Li Xin Zhan 41 17 0 30 Sep 2022
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and Aggregation Lars Kreuzberg Idil Esen Zulfikar Sabarinath Mahadevan Francis Engelmann Bastian Leibe 3DPC 42 34 0 29 Sep 2022
Feature-based model selection for object detection from point cloud data Kairi Tokuda R. Shinkuma Takehiro Sato E. Oki 3DPC 29 1 0 26 Sep 2022
PADLoC: LiDAR-Based Deep Loop Closure Detection and Registration Using Panoptic Attention J. Arce Niclas Vodisch Daniele Cattaneo Wolfram Burgard Abhinav Valada 3DPC 30 30 0 20 Sep 2022
Rethinking Dimensionality Reduction in Grid-based 3D Object Detection Dihe Huang Ying Chen Yikang Ding Jinli Liao Jianlin Liu Kaiteng Wu Qiang Nie Y. Liu Chengjie Wang Zhiheng Li 3DPC 54 10 0 20 Sep 2022
Scalable SoftGroup for 3D Instance Segmentation on Point Clouds Thang Vu Kookhoi Kim T. Luu Xuan Thanh Nguyen Junyeong Kim Chang-Dong Yoo 3DPC 27 22 0 17 Sep 2022
Situation Awareness for Automated Surgical Check-listing in AI-Assisted Operating Room Tochukwu Onyeogulu Salman Khan Izzeddin Teeti Amirul Islam Kaizhe Jin Adrian Rubio-Solis Ravi Naik George Mylonas Fabio Cuzzolin 13 2 0 12 Sep 2022
Anytime-Lidar: Deadline-aware 3D Object Detection Ahmet Soyyigit Shuochao Yao H. Yun 3DPC 11 9 0 25 Aug 2022
AGO-Net: Association-Guided 3D Point Cloud Object Detection Network Liang Du Xiaoqing Ye Xiao Tan Edward Johns Boyu Chen Errui Ding Xiangyang Xue Jianfeng Feng 3DPC 13 35 0 24 Aug 2022
Quality Matters: Embracing Quality Clues for Robust 3D Multi-Object Tracking Jinrong Yang En Yu Zeming Li Xiaoping Li Wenbing Tao VOT 23 16 0 23 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 27 32 0 08 Aug 2022
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection Zhipeng Luo Gongjie Zhang Changqing Zhou Ti Liu Shijian Lu Liang Pan 3DPC ViT 48 9 0 04 Aug 2022
CloudAttention: Efficient Multi-Scale Attention Scheme For 3D Point Cloud Learning Mahdi Saleh Yige Wang Nassir Navab Benjamin Busam F. Tombari 3DPC 21 3 0 31 Jul 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 38 59 0 26 Jul 2022
ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object Detection Junbo Yin Dingfu Zhou Liangjun Zhang Jin Fang Chengfeng Xu Jianbing Shen Wenguan Wang 3DPC 27 83 0 26 Jul 2022
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinhong Jiang Feng Zhao 3DPC 32 80 0 21 Jul 2022
Fully Sparse 3D Object Detection Lue Fan Feng Wang Nai-long Wang Zhaoxiang Zhang 23 96 0 20 Jul 2022
Det6D: A Ground-Aware Full-Pose 3D Object Detector for Improving Terrain Robustness Jun-Hua Ouyang Haoyao Chen 3DPC 12 5 0 19 Jul 2022