PointPillars: Fast Encoders for Object Detection from Point Clouds

14 December 2018

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

50 / 513 papers shown

Title
Progressive Multi-Modal Fusion for Robust 3D Object Detection Rohit Mohan Daniele Cattaneo Florian Drews Abhinav Valada 3DPC 43 3 0 09 Oct 2024
Adver-City: Open-Source Multi-Modal Dataset for Collaborative Perception Under Adverse Weather Conditions Mateus Karvat Sidney Givigi 39 3 0 08 Oct 2024
Channel-Aware Throughput Maximization for Cooperative Data Fusion in CAV Haonan An Zhengru Fang Yuang Zhang Senkang Hu Xianhao Chen Guowen Xu Yuguang Fang 95 1 0 06 Oct 2024
High and Low Resolution Tradeoffs in Roadside Multimodal Sensing Shaozu Ding Yihong Tang Marco De Vincenzi Dajiang Suo 65 0 0 02 Oct 2024
GSPR: Multimodal Place Recognition Using 3D Gaussian Splatting for Autonomous Driving Zhangshuo Qi Junyi Ma Jingyi Xu Zijie Zhou Luqi Cheng Guangming Xiong 38 4 0 01 Oct 2024
UniBEVFusion: Unified Radar-Vision BEVFusion for 3D Object Detection Haocheng Zhao Runwei Guan Taoyu Wu Ka Lok Man Limin Yu Yutao Yue MDE 31 2 0 23 Sep 2024
TrajSSL: Trajectory-Enhanced Semi-Supervised 3D Object Detection P. Jacobson Yichen Xie Mingyu Ding Chenfeng Xu M. Tomizuka Wei Zhan Ming C. Wu 38 0 0 17 Sep 2024
Lab2Car: A Versatile Wrapper for Deploying Experimental Planners in Complex Real-world Environments Marc Heim Fráncisco Suarez-Ruiz Ishraq Bhuiyan Bruno Brito Momchil S. Tomov 34 1 0 14 Sep 2024
FSMDet: Vision-guided feature diffusion for fully sparse 3D detector Tianran Liu Morteza Mousa Pasandi R. Laganière DiffM MedIm 32 0 0 11 Sep 2024
Multi-V2X: A Large Scale Multi-modal Multi-penetration-rate Dataset for Cooperative Perception R. Li Xin Pei 26 1 0 08 Sep 2024
OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving Julong Wei Shanshuai Yuan Pengfei Li Qingda Hu Zhongxue Gan Wenchao Ding VLM 29 17 0 05 Sep 2024
Robust Long-Range Perception Against Sensor Misalignment in Autonomous Vehicles Zi-Xiang Xia Sudeep Fadadu Yi Shi Louis Foucard AAML 44 0 0 20 Aug 2024
RadarPillars: Efficient Object Detection from 4D Radar Point Clouds Alexander Musiat Laurenz Reichardt Michael Schulze Oliver Wasenmüller 3DPC 40 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
Odd-One-Out: Anomaly Detection by Comparing with Neighbors A. Bhunia Changjian Li Hakan Bilen 52 0 0 28 Jun 2024
FASTC: A Fast Attentional Framework for Semantic Traversability Classification Using Point Cloud Yirui Chen Pengjin Wei Zhenhuan Liu Bingchao Wang Jie Yang Wei Liu 3DPC 41 1 0 24 Jun 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 77 1 0 21 Jun 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 49 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 42 0 0 12 Jun 2024
Sense Less, Generate More: Pre-training LiDAR Perception with Masked Autoencoders for Ultra-Efficient 3D Sensing Sina Tayebati Theja Tulabandhula A. R. Trivedi 41 5 0 12 Jun 2024
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 33 1 0 27 May 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 55 9 0 27 May 2024
DiffuBox: Refining 3D Object Detection with Point Diffusion Xiangyu Chen Zhenzhen Liu Katie Z Luo Siddhartha Datta Adhitya Polavaram ... Marco Pavone Wei-Lun Chao Mark E. Campbell B. Hariharan Kilian Q. Weinberger 44 3 0 25 May 2024
Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension Runwei Guan Ruixiao Zhang Ningwei Ouyang Jianan Liu Ka Lok Man ... Ming Xu Jeremy S. Smith Eng Gee Lim Yutao Yue Hui Xiong 51 9 0 21 May 2024
UniGen: Unified Modeling of Initial Agent States and Trajectories for Generating Autonomous Driving Scenarios R. Mahjourian Rongbing Mu Valerii Likhosherstov Paul Mougin Xiukun Huang Joao Messias Shimon Whiteson 31 7 0 06 May 2024
RoboCar: A Rapidly Deployable Open-Source Platform for Autonomous Driving Research Mehdi Testouri Gamal Elghazaly Raphael Frank 39 3 0 06 May 2024
Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection Farzad Nozarian Shashank Agarwal Farzaneh Rezaeianaran Danish Shahzad Atanas Poibrenski Christian Müller P. Slusallek NoLa 44 3 0 27 Apr 2024
Toward Robust LiDAR based 3D Object Detection via Density-Aware Adaptive Thresholding Eunho Lee Minwoo Jung Ayoung Kim 3DPC 23 0 0 22 Apr 2024
Soar: Design and Deployment of A Smart Roadside Infrastructure System for Autonomous Driving Shuyao Shi Neiwen Ling Zhehao Jiang Xuan Huang Yuze He ... Chen Bian Jingfei Xia Zhenyu Yan Raymond W. Yeung Guoliang Xing 16 6 0 21 Apr 2024
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models Zhenyang Ni Rui Ye Yuxian Wei Zhen Xiang Yanfeng Wang Siheng Chen AAML 36 9 0 19 Apr 2024
Towards Collaborative Autonomous Driving: Simulation Platform and End-to-End System Genjia Liu Yue Hu Chenxin Xu Weibo Mao Junhao Ge ... Yifan Lu Yinda Xu Junkai Xia Yafei Wang Siheng Chen 68 7 0 15 Apr 2024
Better Monocular 3D Detectors with LiDAR from the Past Yurong You Cheng Perng Phoo Carlos Diaz-Ruiz Katie Z Luo Wei-Lun Chao Mark E. Campbell B. Hariharan Kilian Q. Weinberger 3DPC 33 1 0 08 Apr 2024
MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection Hou-I Liu Christine Wu Jen-Hao Cheng Wenhao Chai Shian-Yun Wang ... Jenq-Neng Hwang Hong-Han Shuai Wen-Huang Cheng Hong-Han Shuai Wen-Huang Cheng 42 2 0 07 Apr 2024
AGL-NET: Aerial-Ground Cross-Modal Global Localization with Varying Scales Tianrui Guan Ruiqi Xian Xijun Wang Xiyang Wu Mohamed Bashir Elnoor Daeun Song Dinesh Manocha 38 1 0 04 Apr 2024
Roadside Monocular 3D Detection via 2D Detection Prompting Yechi Ma Shuoquan Wei Churun Zhang Wei Hua Yanan Li Shu Kong 40 0 0 01 Apr 2024
CRKD: Enhanced Camera-Radar Object Detection with Cross-modality Knowledge Distillation Lingjun Zhao Jingyu Song Katherine A. Skinner 44 11 0 28 Mar 2024
CMP: Cooperative Motion Prediction with Multi-Agent Communication Zhuoyuan Wu Yuping Wang Hengbo Ma Zhaowei Li Hang Qiu Jiachen Li Jiachen Li 47 8 0 26 Mar 2024
CurbNet: Curb Detection Framework Based on LiDAR Point Cloud Segmentation Guoyang Zhao Fulong Ma Weiqing Qi Yuxuan Liu Ming-Yu Liu Jun Ma 38 5 0 25 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 62 14 0 18 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 65 13 0 12 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 40 2 0 11 Mar 2024
I Can't Believe It's Not Scene Flow! Ishan Khatri Kyle Vedder Neehar Peri Deva Ramanan James Hays 32 9 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 32 31 0 07 Mar 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 40 23 0 29 Feb 2024
DeFlow: Decoder of Scene Flow Network in Autonomous Driving Qingwen Zhang Yi Yang Heng Fang R. Geng Patric Jensfelt 3DPC 24 15 0 29 Jan 2024
Large receptive field strategy and important feature extraction strategy in 3D object detection Leichao Cui Xiuxian Li Min Meng Guangyu Jia 26 1 0 22 Jan 2024
Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time Raphael van Kempen Tim Rehbronn Abin Jose J. Stegmaier Bastian Lampe Timo Woopen Lutz Eckstein 28 1 0 17 Jan 2024
UFO: Unidentified Foreground Object Detection in 3D Point Cloud Hyunjun Choi Hawook Jeong Jin Young Choi 3DPC 16 1 0 08 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 38 19 0 05 Jan 2024
VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection Sudip Dhakal Dominic Carrillo Deyuan Qu Michael Nutt Qing Yang Song Fu 3DPC 26 1 0 26 Dec 2023