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PointPillars: Fast Encoders for Object Detection from Point Clouds

14 December 2018

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

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Title
Infrastructure-Assisted Collaborative Perception in Automated Valet Parking: A Safety Perspective Yukuan Jia Jiawen Zhang Shimeng Lu Baokang Fan Ruiqing Mao Sheng Zhou Z. Niu 110 2 0 22 Mar 2024
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation Bohao Peng Xiaoyang Wu Li Jiang Yukang Chen Hengshuang Zhao Zhuotao Tian Jiaya Jia 100 23 0 21 Mar 2024
3D Object Detection from Point Cloud via Voting Step Diffusion Haoran Hou Mingtao Feng Zijie Wu Weisheng Dong Qing Zhu Yaonan Wang Ajmal Mian DiffM 3DPC 73 4 0 21 Mar 2024
Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations Kewei Wang Yizheng Wu Jun Cen Zhiyu Pan Xingyi Li Zhe Wang Zhiguo Cao Guo-Shing Lin 3DPC 86 3 0 20 Mar 2024
Better Call SAL: Towards Learning to Segment Anything in Lidar Aljovsa Ovsep Tim Meinhardt Francesco Ferroni Neehar Peri Deva Ramanan Laura Leal-Taixé VLM 83 20 0 19 Mar 2024
EffiPerception: an Efficient Framework for Various Perception Tasks Xinhao Xiang Simon Dräger Jiawei Zhang VLM 75 0 0 18 Mar 2024
TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction Ali Asghar Sharifi Ali Zoljodi Masoud Daneshtalab 3DPC 68 4 0 18 Mar 2024
Just Add $100 More: Augmenting NeRF-based Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem$ Mincheol Chang Siyeong Lee Jinkyu Kim Namil Kim 3DPC 106 1 0 18 Mar 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 178 16 0 18 Mar 2024
V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions Baolu Li Jinlong Li Xinyu Liu Runsheng Xu Zhengzhong Tu Jiacheng Guo Xiaopeng Li Hongkai Yu 113 4 0 17 Mar 2024
RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception Ruiyang Hao Siqi Fan Yingru Dai Zhenlin Zhang Chenxi Li Yuntian Wang Haibao Yu Wen-Yen Yang Jirui Yuan Zaiqing Nie 102 28 0 15 Mar 2024
RangeLDM: Fast Realistic LiDAR Point Cloud Generation Q. Hu Zhimin Zhang Wei Hu DiffM 78 16 0 15 Mar 2024
SparseFusion: Efficient Sparse Multi-Modal Fusion Framework for Long-Range 3D Perception Yiheng Li Hongyang Li Zehao Huang Hong Chang Naiyan Wang 94 3 0 15 Mar 2024
Improving Distant 3D Object Detection Using 2D Box Supervision Zetong Yang Zhiding Yu Chris Choy Renhao Wang A. Anandkumar Jose M. Alvarez 69 3 0 14 Mar 2024
PoIFusion: Multi-Modal 3D Object Detection via Fusion at Points of Interest Jiajun Deng Sha Zhang Feras Dayoub Wanli Ouyang Yanyong Zhang Ian Reid 3DPC 124 4 0 14 Mar 2024
MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning Jialv Zou Bencheng Liao Qian Zhang Wenyu Liu Xinggang Wang 78 3 0 13 Mar 2024
Adaptive Splitting of Reusable Temporal Monitors for Rare Traffic Violations Craig Innes S. Ramamoorthy 63 0 0 13 Mar 2024
Eliminating Cross-modal Conflicts in BEV Space for LiDAR-Camera 3D Object Detection Jiahui Fu Chen Gao Zitian Wang Lirong Yang Xiaofei Wang Beipeng Mu Si Liu 68 10 0 12 Mar 2024
SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection Hongcheng Zhang Liu Liang Pengxin Zeng Xiao Song Zhe Wang 134 11 0 12 Mar 2024
Unleashing HyDRa: Hybrid Fusion, Depth Consistency and Radar for Unified 3D Perception Philipp Wolters Johannes Gilg Torben Teepe Fabian Herzog Anouar Laouichi Martin Hofmann Gerhard Rigoll MDE 130 15 0 12 Mar 2024
SeSame: Simple, Easy 3D Object Detection with Point-Wise Semantics O. Hayeon Chanuk Yang Kunsoo Huh 3DPC 57 4 0 11 Mar 2024
Fine-Grained Pillar Feature Encoding Via Spatio-Temporal Virtual Grid for 3D Object Detection Konyul Park Yecheol Kim Junho Koh Byungwoo Park J. Choi 3DPC 46 1 0 11 Mar 2024
NeuPAN: Direct Point Robot Navigation with End-to-End Model-based Learning Ruihua Han Shuai Wang Shuaijun Wang Zeqing Zhang Jianjun Chen ... Chengyang Li Chengzhong Xu Yonina C. Eldar Qi Hao Jia Pan 3DPC 126 5 0 11 Mar 2024
Cross-Cluster Shifting for Efficient and Effective 3D Object Detection in Autonomous Driving Zhili Chen K. T. Pham Maosheng Ye Zhiqiang Shen Qifeng Chen 3DPC 71 1 0 10 Mar 2024
SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection Gang Zhang Junnan Chen Guohuan Gao Jianmin Li Si Liu Xiaolin Hu 71 25 0 09 Mar 2024
I Can't Believe It's Not Scene Flow! Ishan Khatri Kyle Vedder Neehar Peri Deva Ramanan James Hays 85 9 0 07 Mar 2024
CN-RMA: Combined Network with Ray Marching Aggregation for 3D Indoors Object Detection from Multi-view Images Guanlin Shen Jingwei Huang Zhihua Hu Bin Wang 3DV 3DPC 65 4 0 07 Mar 2024
Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving Napat Karnchanachari Dimitris Geromichalos Kok Seang Tan Nanxiang Li Christopher Eriksen ... N. Mehdipour Gianmarco Bernasconi Whye Kit Fong Yiluan Guo Holger Caesar 99 39 0 07 Mar 2024
CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection Gyusam Chang Wonseok Roh Sujin Jang Dongwook Lee Daehyun Ji Gyeongrok Oh Jinsun Park Jinkyu Kim Sangpil Kim 3DPC 81 3 0 06 Mar 2024
3D Object Visibility Prediction in Autonomous Driving Chuanyu Luo Nuo Cheng Ren Zhong Haipeng Jiang Wenyu Chen Aoli Wang Pu Li 3DPC 62 0 0 06 Mar 2024
Are Dense Labels Always Necessary for 3D Object Detection from Point Cloud? Chenqiang Gao Chuandong Liu Jun Shu Fangcen Liu Jiang-Dong Liu Luyu Yang Xinbo Gao Deyu Meng 80 2 0 05 Mar 2024
HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes Yichen Yao Zimo Jiang Yujing Sun Zhencai Zhu Xinge Zhu Runnan Chen Yuexin Ma 89 3 0 05 Mar 2024
HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative Cong Ma Lei Qiao Chengkai Zhu Kai Liu Zelong Kong Qing Li Xueqi Zhou Yuheng Kan Wei Wu 103 12 0 05 Mar 2024
False Positive Sampling-based Data Augmentation for Enhanced 3D Object Detection Accuracy Jiyong Oh Junhaeng Lee Woongchan Byun Min-Ji Kong Sang Hun Lee 3DPC 57 1 0 05 Mar 2024
Leveraging Anchor-based LiDAR 3D Object Detection via Point Assisted Sample Selection Shi-tao Chen Haolin Zhang Nanning Zheng 3DPC 64 0 0 04 Mar 2024
PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network Ji Song Kim Geonho Bang Kwangjin Choi Minjae Seong Jaechang Yoo Eunjong Pyo Jun Won Choi 84 1 0 04 Mar 2024
OccFusion: Multi-Sensor Fusion Framework for 3D Semantic Occupancy Prediction Zhenxing Ming J. S. Berrio Mao Shan Stewart Worrall 3DPC 135 15 0 03 Mar 2024
TUMTraf V2X Cooperative Perception Dataset Walter Zimmer Gerhard Arya Wardana Suren Sritharan Xingcheng Zhou Rui Song Alois Knoll 118 38 0 02 Mar 2024
Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang Xiangtai Li Haobo Yuan Shunping Ji Shuicheng Yan 114 24 0 01 Mar 2024
Small, Versatile and Mighty: A Range-View Perception Framework Qiang Meng Xiao Wang Jiabao Wang Liujiang Yan Ke Wang ObjD 77 3 0 01 Mar 2024
SeMoLi: What Moves Together Belongs Together Jenny Seidenschwarz Aljosa Osep Francesco Ferroni Simon Lucey Laura Leal-Taixé 120 8 0 29 Feb 2024
RoadRunner - Learning Traversability Estimation for Autonomous Off-road Driving Jonas Frey Shehryar Khattak Manthan Patel Deegan Atha Julian Nubert Curtis Padgett Marco Hutter Patrick Spieler 129 28 0 29 Feb 2024
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection Xun Huang Hai Wu Xin Li Xiaoliang Fan Chenglu Wen Cheng-i Wang 100 8 0 28 Feb 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains George Eskandar Chongzhe Zhang Abhishek Kaushik Karim Guirguis Mohamed Sayed Bin Yang OOD 3DPC 120 9 0 27 Feb 2024
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene Understanding Hongcheng Yang Dingkang Liang Dingyuan Zhang Zhe Liu Zhikang Zou Xingyu Jiang Yingying Zhu 3DPC 87 3 0 27 Feb 2024
Cohere3D: Exploiting Temporal Coherence for Unsupervised Representation Learning of Vision-based Autonomous Driving Yichen Xie Hongge Chen Gregory P. Meyer Yong Jae Lee Eric M. Wolff Masayoshi Tomizuka Wei Zhan Yuning Chai Xin Huang 3DPC 74 1 0 23 Feb 2024
EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection Zhe Wang Siqi Fan Xiaoliang Huo Tongda Xu Yan Wang Jingjing Liu Yilun Chen Ya Zhang 106 8 0 23 Feb 2024
DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models Xiaoyu Tian Junru Gu Bailin Li Yicheng Liu Yang Wang Chenxu Hu Kun Zhan Peng Jia Xianpeng Lang Hang Zhao VLM 206 164 0 19 Feb 2024
LiRaFusion: Deep Adaptive LiDAR-Radar Fusion for 3D Object Detection Jingyu Song Lingjun Zhao Katherine A. Skinner 3DPC 100 10 0 18 Feb 2024
AYDIV: Adaptable Yielding 3D Object Detection via Integrated Contextual Vision Transformer Tanmoy Dam Sanjay Bhargav Dharavath Sameer Alam Nimrod Lilith Supriyo Chakraborty Mir Feroskhan 89 3 0 12 Feb 2024