PointPillars: Fast Encoders for Object Detection from Point Clouds

14 December 2018

Papers citing "PointPillars: Fast Encoders for Object Detection from Point Clouds"

50 / 515 papers shown

Title
Lift-Attend-Splat: Bird's-eye-view camera-lidar fusion using transformers James Gunn Zygmunt Lenyk Anuj Sharma Andrea Donati Alexandru Buburuzan John Redford Romain Mueller MDE 38 8 0 22 Dec 2023
M-BEV: Masked BEV Perception for Robust Autonomous Driving Siran Chen Yue Ma Yu Qiao Yali Wang 31 8 0 19 Dec 2023
Self-supervised Adaptive Weighting for Cooperative Perception in V2V Communications Chenguang Liu Jianjun Chen Yunfei Chen R. Payton Michael Riley Shuang-Hua Yang 29 9 0 16 Dec 2023
Learned Fusion: 3D Object Detection using Calibration-Free Transformer Feature Fusion Michael Fürst Rahul Jakkamsetty René Schuster Didier Stricker 24 2 0 14 Dec 2023
Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance Kuan-Chih Huang Yi-Hsuan Tsai Ming-Hsuan Yang 3DPC 32 4 0 12 Dec 2023
LMDrive: Closed-Loop End-to-End Driving with Large Language Models Hao Shao Yuxuan Hu Letian Wang Steven L. Waslander Yu Liu Hongsheng Li ELM 33 112 0 12 Dec 2023
VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR Data Jian Shi Peter Wonka 3DPC 40 0 0 11 Dec 2023
TULIP: Transformer for Upsampling of LiDAR Point Clouds Bin Yang Patrick Pfreundschuh Roland Siegwart Marco Hutter Peyman Moghadam Vaishakh Patil 3DPC 20 6 0 11 Dec 2023
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 52 5 0 08 Dec 2023
Online Vectorized HD Map Construction using Geometry Zhixin Zhang Yiyuan Zhang Xiaohan Ding Fusheng Jin Xiangyu Yue 3DPC 31 23 0 06 Dec 2023
ScAR: Scaling Adversarial Robustness for LiDAR Object Detection Xiaohu Lu H. Radha AAML 3DPC 36 0 0 05 Dec 2023
A Survey on Multimodal Large Language Models for Autonomous Driving Can Cui Yunsheng Ma Xu Cao Wenqian Ye Yang Zhou ... Xinrui Yan Shuqi Mei Jianguo Cao Ziran Wang Chao Zheng 41 251 0 21 Nov 2023
Refining the ONCE Benchmark with Hyperparameter Tuning Maksim Golyadkin Alexander Gambashidze Ildar Nurgaliev Ilya Makarov 31 1 0 10 Nov 2023
PRED: Pre-training via Semantic Rendering on LiDAR Point Clouds Hao-Yu Yang Haiyang Wang Di Dai Liwei Wang 3DPC 19 4 0 08 Nov 2023
mmFUSION: Multimodal Fusion for 3D Objects Detection Javed Ahmad Alessio Del Bue 3DPC 18 9 0 07 Nov 2023
Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion Lunjun Zhang Yuwen Xiong Ze Yang Sergio Casas Rui Hu R. Urtasun 39 50 0 02 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 36 27 0 31 Oct 2023
MVFAN: Multi-View Feature Assisted Network for 4D Radar Object Detection Qiao Yan Yihan Wang 21 20 0 25 Oct 2023
DiffRef3D: A Diffusion-based Proposal Refinement Framework for 3D Object Detection Se-Ho Kim Inyong Koo Inyoung Lee Byeongjun Park Changick Kim DiffM 13 5 0 25 Oct 2023
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization Tai-Yu Pan Chenyang Ma Tianle Chen Cheng Perng Phoo Katie Z Luo Yurong You Mark E. Campbell Kilian Q. Weinberger B. Hariharan Wei-Lun Chao 3DPC 25 4 0 23 Oct 2023
RTNH+: Enhanced 4D Radar Object Detection Network using Combined CFAR-based Two-level Preprocessing and Vertical Encoding Seung-Hyun Kong Dong-Hee Paek S. Cho 34 6 0 19 Oct 2023
Multimodal Object Query Initialization for 3D Object Detection Mathijs R. van Geerenstein Felicia Ruppel Klaus C. J. Dietmayer D. Gavrila 3DPC 30 2 0 16 Oct 2023
MAC: ModAlity Calibration for Object Detection Yutian Lei Jun Liu Dong Huang ObjD 15 0 0 14 Oct 2023
Dual Radar: A Multi-modal Dataset with Dual 4D Radar for Autonomous Driving Xinyu Zhang Li-e Wang Jian Chen Cheng Fang Lei Yang ... Jun Li Zhiwei Li Qingshan Yang Zhenlin Zhang Shuzhi Sam Ge 23 24 0 11 Oct 2023
CoBEVFusion: Cooperative Perception with LiDAR-Camera Bird's-Eye View Fusion Donghao Qiao F. Zulkernine 26 5 0 09 Oct 2023
Mask4Former: Mask Transformer for 4D Panoptic Segmentation Kadir Yilmaz Jonas Schult Alexey Nekrasov Bastian Leibe ISeg 3DPC 19 10 0 28 Sep 2023
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation Zeyu Wang Dingwen Li Chenxu Luo Cihang Xie Xiaodong Yang 41 23 0 26 Sep 2023
UniBEV: Multi-modal 3D Object Detection with Uniform BEV Encoders for Robustness against Missing Sensor Modalities Shiming Wang Holger Caesar Liangliang Nan Julian F. P. Kooij 61 11 0 25 Sep 2023
SupFusion: Supervised LiDAR-Camera Fusion for 3D Object Detection Yiran Qin Chaoqun Wang Zijian Kang Ningning Ma Zhen Li Ruimao Zhang 3DPC 30 10 0 13 Sep 2023
PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction Si Zuo Wenzhao Zheng Yuan-Ko Huang Jie Zhou Jiwen Lu 3DPC 33 38 0 31 Aug 2023
Delving into Motion-Aware Matching for Monocular 3D Object Tracking Kuangyu Huang Ming-Hsuan Yang Yi-Hsuan Tsai 29 10 0 22 Aug 2023
ImGeoNet: Image-induced Geometry-aware Voxel Representation for Multi-view 3D Object Detection Tao Tu Shun-Po Chuang Yu-Lun Liu Cheng Sun Kecheng Zhang D. Roy Cheng-Hao Kuo Min Sun 3DPC 41 5 0 17 Aug 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 34 56 0 15 Aug 2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection Oren Shrout Ori Nitzan Yizhak Ben-Shabat A. Tal 3DPC 61 2 0 14 Aug 2023
Reviewing 3D Object Detectors in the Context of High-Resolution 3+1D Radar Patrick Palmer Martin Krueger R. Altendorfer Ganesh Adam Torsten Bertram 3DPC 23 9 0 10 Aug 2023
LATR: 3D Lane Detection from Monocular Images with Transformer Yueru Luo Chaoda Zheng Xu Yan Tang Kun Chao Zheng Shuguang Cui Zhen Li ViT 33 32 0 08 Aug 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 28 13 0 27 Jul 2023
FLiCR: A Fast and Lightweight LiDAR Point Cloud Compression Based on Lossy RI Jin Heo Christopher Phillips Ada Gavrilovska 22 9 0 27 Jul 2023
HeightFormer: Explicit Height Modeling without Extra Data for Camera-only 3D Object Detection in Bird's Eye View Yiming Wu Rui Li Zequn Qin Xinhai Zhao Xi Li 39 11 0 25 Jul 2023
CORE: Cooperative Reconstruction for Multi-Agent Perception Binglu Wang Lei Zhang Zhaozhong Wang Yongqiang Zhao Tianfei Zhou 29 33 0 21 Jul 2023
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds Jiahui Liu Chirui Chang Jianhui Liu Xiaoyang Wu Lan Ma Xiaojuan Qi 3DPC 39 17 0 18 Jul 2023
MLF-DET: Multi-Level Fusion for Cross-Modal 3D Object Detection Zewei Lin Yanqing Shen Sanping Zhou Shi-tao Chen Nanning Zheng 3DPC 23 4 0 18 Jul 2023
EgoVM: Achieving Precise Ego-Localization using Lightweight Vectorized Maps Yuzhe He Shuang Liang Xiaofei Rui Chengying Cai Guowei Wan 32 6 0 18 Jul 2023
Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning A. Hekimoglu Michael Schmidt Alvaro Marcos-Ramiro 3DPC 23 10 0 17 Jul 2023
NLOS Dies Twice: Challenges and Solutions of V2X for Cooperative Perception L. Li Chen Sun 21 6 0 13 Jul 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 18 1 0 04 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
Motion Perceiver: Real-Time Occupancy Forecasting for Embedded Systems Bryce Ferenczi Michael G. Burke Tom Drummond 19 4 0 15 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 38 18 0 31 May 2023
NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization Zhixiang Min Bingbing Zhuang S. Schulter Buyu Liu Enrique Dunn Manmohan Chandraker 3DPC 47 19 0 28 May 2023