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
Extended Object Tracking in Curvilinear Road Coordinates for Autonomous Driving Pragyan Dahal S. Mentasti S. Arrigoni Francesco Braghin Matteo Matteucci F. Cheli 13 14 0 08 Feb 2022
The KFIoU Loss for Rotated Object Detection Xue Yang Yue Zhou Gefan Zhang Jitui Yang Wentao Wang Junchi Yan Xiaopeng Zhang Q. Tian 68 163 0 29 Jan 2022
Survey and Systematization of 3D Object Detection Models and Methods Moritz Drobnitzky J. Friederich Bernhard Egger Patrick Zschech 3DPC 23 11 0 23 Jan 2022
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinghong Jiang Feng Zhao Bolei Zhou Hang Zhao 3DPC 32 118 0 17 Jan 2022
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds Qingyong Hu Bo Yang Sheikh Khalid W. Xiao Niki Trigoni Andrew Markham 3DPC 24 85 0 12 Jan 2022
SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection Chen Chen Zhe Chen Jing Zhang Dacheng Tao 3DPC 25 119 0 06 Jan 2022
EPNet++: Cascade Bi-directional Fusion for Multi-Modal 3D Object Detection Zhe Liu Tengteng Huang Binglin Li Xiwu Chen Xi Wang Xiang Bai 3DPC 16 100 0 21 Dec 2021
Raw High-Definition Radar for Multi-Task Learning Julien Rebut Arthur Ouaknine Waqas Malik Patrick Pérez 18 82 0 20 Dec 2021
Perception and Sensing for Autonomous Vehicles Under Adverse Weather Conditions: A Survey Yuxiao Zhang Alexander Carballo Hanting Yang K. Takeda 32 273 0 16 Dec 2021
Revisiting 3D Object Detection From an Egocentric Perspective Boyang Deng C. Qi Mahyar Najibi Thomas Funkhouser Yin Zhou Drago Anguelov 3DPC 30 25 0 14 Dec 2021
Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection Na Zhao G. Lee CLL 32 16 0 14 Dec 2021
Embracing Single Stride 3D Object Detector with Sparse Transformer Lue Fan Ziqi Pang Tianyuan Zhang Yu-xiong Wang Hang Zhao Feng Wang Naiyan Wang Zhaoxiang Zhang ViT 27 255 0 13 Dec 2021
Predicting Physical World Destinations for Commands Given to Self-Driving Cars Dusan Grujicic Thierry Deruyttere Marie-Francine Moens Matthew Blaschko OOD 19 6 0 10 Dec 2021
Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection Xianpeng Liu Nan Xue Tianfu Wu 51 123 0 09 Dec 2021
SGM3D: Stereo Guided Monocular 3D Object Detection Zheyuan Zhou Liang Du Xiaoqing Ye Zhikang Zou Xiao Tan Li Zhang Xiangyang Xue Jianfeng Feng MDE 24 33 0 03 Dec 2021
Open-set 3D Object Detection Jun Cen Peng Yun Junhao Cai M. Y. Wang Meilin Liu 3DPC 24 37 0 02 Dec 2021
Situation-Aware Environment Perception Using a Multi-Layer Attention Map M. Henning Johannes Müller Fabian Gies M. Buchholz Klaus C. J. Dietmayer 22 22 0 02 Dec 2021
FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection D. Rukhovich Anna Vorontsova Anton Konushin 3DPC 37 110 0 01 Dec 2021
Immortal Tracker: Tracklet Never Dies Qitai Wang Yuntao Chen Ziqi Pang Naiyan Wang Zhaoxiang Zhang VOT 42 44 0 26 Nov 2021
BoxeR: Box-Attention for 2D and 3D Transformers Duy-Kien Nguyen Jihong Ju Olaf Booji Martin R. Oswald Cees G. M. Snoek ViT 28 36 0 25 Nov 2021
Joint stereo 3D object detection and implicit surface reconstruction Shichao Li Xijie Huang Zechun Liu Kwang-Ting Cheng 3DV 26 3 0 25 Nov 2021
Panoptic Segmentation: A Review O. Elharrouss S. Al-Maadeed Nandhini Subramanian Najmath Ottakath Noor Almaadeed Yassine Himeur 15 38 0 19 Nov 2021
Range-Aware Attention Network for LiDAR-based 3D Object Detection with Auxiliary Point Density Level Estimation Yantao Lu Xuetao Hao Yilan Li Weiheng Chai Shiqi Sun Senem Velipasalar 3DPC 27 5 0 18 Nov 2021
CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles Kareem M. Metwaly Aerin Kim E. Branson V. Monga 29 4 0 16 Nov 2021
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 160 245 0 12 Nov 2021
Frustum Fusion: Pseudo-LiDAR and LiDAR Fusion for 3D Detection Farzin Negahbani Onur Berk Töre Fatma Guney Barış Akgün 3DPC 28 4 0 08 Nov 2021
CPSeg: Cluster-free Panoptic Segmentation of 3D LiDAR Point Clouds Enxu Li Ryan Razani Yixuan Xu Bingbing Liu 3DPC 26 19 0 02 Nov 2021
K-Lane: Lidar Lane Dataset and Benchmark for Urban Roads and Highways Dong-Hee Paek Seung-Hyung Kong Kevin Tirta Wijaya 3DV 17 21 0 21 Oct 2021
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 157 104 0 13 Oct 2021
3D Object Detection Combining Semantic and Geometric Features from Point Clouds Hao Peng Guofeng Tong Zheng Li Yaqi Wang Yu-Ruei Shao 3DPC 37 4 0 10 Oct 2021
3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation Naman Sharma H. Lim 3DPC 23 2 0 06 Oct 2021
Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection Deepti Hegde Vishwanath A. Sindagi Velat Kilic A. Cooper Mark A. Foster Vishal M. Patel 3DPC 129 23 0 29 Sep 2021
Semantic Segmentation-assisted Scene Completion for LiDAR Point Clouds Xuemeng Yang Haojie Zou Xin Kong Tianxin Huang Yong-jin Liu Wanlong Li Feng Wen Hongbo Zhang 3DPC 26 35 0 23 Sep 2021
A Divide-and-Merge Point Cloud Clustering Algorithm for LiDAR Panoptic Segmentation Yiming Zhao Xiao Zhang Xinming Huang 3DPC 18 18 0 16 Sep 2021
An End-to-End Transformer Model for 3D Object Detection Ishan Misra Rohit Girdhar Armand Joulin 3DPC ViT 39 470 0 16 Sep 2021
OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication Runsheng Xu Hao Xiang Xin Xia Xu Han Jinlong Liu Jiaqi Ma 13 354 0 16 Sep 2021
Two algorithms for vehicular obstacle detection in sparse pointcloud S. Mentasti Matteo Matteucci S. Arrigoni F. Cheli 3DPC 13 3 0 15 Sep 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Wei Li Yuexin Ma Hongsheng Li Ruigang Yang Da Lin 3DPC 16 95 0 12 Sep 2021
Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection Jiageng Mao Minzhe Niu Haoyue Bai Xiaodan Liang Hang Xu Chunjing Xu 3DPC 22 149 0 06 Sep 2021
4D-Net for Learned Multi-Modal Alignment A. Piergiovanni Vincent Casser Michael S. Ryoo A. Angelova 3DPC 96 55 0 02 Sep 2021
The missing link: Developing a safety case for perception components in automated driving Rick Salay Krzysztof Czarnecki Hiroshi Kuwajima Hirotoshi Yasuoka Toshihiro Nakae Vahdat Abdelzad Chengjie Huang Maximilian Kahn Van Duong Nguyen 14 11 0 30 Aug 2021
MBDF-Net: Multi-Branch Deep Fusion Network for 3D Object Detection Xun Tan Xingyu Chen Guowei Zhang Jishiyu Ding Xuguang Lan 3DPC 24 11 0 29 Aug 2021
AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection Zongdai Liu Dingfu Zhou Feixiang Lu Jin Fang Liangjun Zhang 3DPC 3DH 31 132 0 25 Aug 2021
Exploring Simple 3D Multi-Object Tracking for Autonomous Driving Chenxu Luo Xiaodong Yang Alan Yuille VOT 3DPC 18 80 0 23 Aug 2021
A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation Yiming Zhao Xiao Zhang Xinming Huang 3DPC 27 29 0 21 Aug 2021
GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network Ryan Razani Ran Cheng Enxu Li E. Taghavi Y. Ren Bingbing Liu 3DPC 26 49 0 18 Aug 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 23 106 0 18 Aug 2021
LIF-Seg: LiDAR and Camera Image Fusion for 3D LiDAR Semantic Segmentation Lin Zhao Hui Zhou Xinge Zhu Xiao-yang Song Hongsheng Li Wenbing Tao 21 74 0 17 Aug 2021
Is Pseudo-Lidar needed for Monocular 3D Object detection? Dennis Park Rares Ambrus Vitor Campagnolo Guizilini Jie Li Adrien Gaidon MDE 3DPC 32 311 0 13 Aug 2021
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather Martin Hahner Christos Sakaridis Dengxin Dai Luc Van Gool 3DPC 28 144 0 11 Aug 2021