PETR: Position Embedding Transformation for Multi-View 3D Object Detection

10 March 2022

Papers citing "PETR: Position Embedding Transformation for Multi-View 3D Object Detection"

50 / 386 papers shown

Title
SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving Yi Wei Linqing Zhao Wenzhao Zheng Zhengbiao Zhu Jie Zhou Jiwen Lu 3DPC 41 215 0 16 Mar 2023
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection Lei Yang Kaicheng Yu Tao Tang Jun Li Kun Yuan Li-e Wang Xinyu Zhang Peng Chen 51 68 0 15 Mar 2023
DiffBEV: Conditional Diffusion Model for Bird's Eye View Perception Jiayu Zou Zheng Hua Zhu Yun Ye Xingang Wang DiffM 31 20 0 15 Mar 2023
Exploring Recurrent Long-term Temporal Fusion for Multi-view 3D Perception Chunrui Han Jinrong Yang Jian‐Yuan Sun Zheng Ge Runpei Dong Hongyu Zhou Weixin Mao Yuang Peng Xiangyu Zhang 58 58 0 10 Mar 2023
LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross-Modal Fusion Xin Li Tengyu Ma Yuenan Hou Botian Shi Yucheng Yang ... Xingjiao Wu Qingsheng Chen Yikang Li Yu Qiao Liangbo He 3DPC 42 84 0 07 Mar 2023
Calibration-free BEV Representation for Infrastructure Perception Siqi Fan Zhe Wang Xiao Huo Yan Wang Jingjing Liu 27 17 0 07 Mar 2023
X $^3$ KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection Marvin Klingner Shubhankar Borse V. Kumar B. Rezaei V. Narayanan S. Yogamani Fatih Porikli 47 21 0 03 Mar 2023
Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View Shuo Wang Xinhai Zhao Haiting Xu Zehui Chen Dameng Yu Jiahao Chang Zhen Yang Feng Zhao 53 19 0 03 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 91 25 0 02 Mar 2023
Introducing Depth into Transformer-based 3D Object Detection Hao Zhang Hongyang Li Ailing Zeng Feng Li Siyi Liu Xingyu Liao Lei Zhang ViT 3DPC 36 1 0 25 Feb 2023
MonoPGC: Monocular 3D Object Detection with Pixel Geometry Contexts Zizhang Wu Y. Gan Lei Wang Gui Chen Jian Pu 3DPC 62 19 0 21 Feb 2023
MVFusion: Multi-View 3D Object Detection with Semantic-aligned Radar and Camera Fusion Zizhang Wu Gui Chen Yuanzhu Gan Lei Wang Jian Pu 57 32 0 21 Feb 2023
3M3D: Multi-view, Multi-path, Multi-representation for 3D Object Detection Jong Sung Park Apoorv Singh Varun Bankiti 3DPC 23 7 0 16 Feb 2023
Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction Yuan-Ko Huang Wenzhao Zheng Yunpeng Zhang Jie Zhou Jiwen Lu 3DPC 35 281 0 15 Feb 2023
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking Ziqi Pang Jie Li P. Tokmakov Di Chen Sergey Zagoruyko Yu-xiong Wang 3DPC 43 47 0 07 Feb 2023
Priors are Powerful: Improving a Transformer for Multi-camera 3D Detection with 2D Priors Di Feng Francesco Ferroni ViT 24 1 0 31 Jan 2023
Fast-BEV: A Fast and Strong Bird's-Eye View Perception Baseline Yangguang Li Bin Huang Zeren Chen Yufeng Cui Feng Liang ... Fenggang Liu Enze Xie Lu Sheng Wanli Ouyang Jing Shao 42 43 0 29 Jan 2023
On the Adversarial Robustness of Camera-based 3D Object Detection Shaoyuan Xie Zichao Li Zeyu Wang Cihang Xie AAML 35 19 0 25 Jan 2023
Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception Bin Huang Yangguang Li Enze Xie Feng Liang Luyang Wang Mingzhu Shen Fenggang Liu Tianqi Wang Ping Luo Jing Shao 51 21 0 19 Jan 2023
OA-BEV: Bringing Object Awareness to Bird's-Eye-View Representation for Multi-Camera 3D Object Detection Xiaomeng Chu Jiajun Deng Yuan Zhao Jianmin Ji Yu Zhang Houqiang Li Yanyong Zhang 18 8 0 13 Jan 2023
FrustumFormer: Adaptive Instance-aware Resampling for Multi-view 3D Detection Yu-Quan Wang Yuntao Chen Zhaoxiang Zhang 3DPC 61 22 0 10 Jan 2023
Object as Query: Lifting any 2D Object Detector to 3D Detection Zitian Wang Zehao Huang Jiahui Fu Nai-long Wang Si Liu 3DPC 38 27 0 06 Jan 2023
Cross Modal Transformer: Towards Fast and Robust 3D Object Detection Junjie Yan Yingfei Liu Jian‐Yuan Sun Fan Jia Shuailin Li Tiancai Wang Xiangyu Zhang ViT 3DPC 28 55 0 03 Jan 2023
TiG-BEV: Multi-view BEV 3D Object Detection via Target Inner-Geometry Learning Pei-Kai Huang L. Liu Renrui Zhang Song Zhang Xin Xu Bai-Qi Wang G. Liu 3DPC MDE 38 42 0 28 Dec 2022
Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark Xiaofen Wang Zheng Zhu Yunpeng Zhang Guan Huang Yun Ye Wenbo Xu Ziwei Chen Xingang Wang 32 19 0 17 Dec 2022
DETR4D: Direct Multi-View 3D Object Detection with Sparse Attention Zhipeng Luo Changqing Zhou Gongjie Zhang Shijian Lu ViT 3DPC 37 20 0 15 Dec 2022
PathFusion: Path-consistent Lidar-Camera Deep Feature Fusion Lemeng Wu Dilin Wang Meng Li Yunyang Xiong Raghuraman Krishnamoorthi Qiang Liu Vikas Chandra 3DPC MDE 39 1 0 12 Dec 2022
Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection Shih-Ping Wang Xiaohui Jiang Ying Li 3DPC 41 18 0 11 Dec 2022
SemanticBEVFusion: Rethink LiDAR-Camera Fusion in Unified Bird's-Eye View Representation for 3D Object Detection Qilian Jiang Haoping Sun Xi Zhang 3DPC 38 3 0 09 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 20 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 46 6 0 01 Dec 2022
BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection Jiaming Liu Rongyu Zhang Xiaoqi Li Xiaowei Chi Zehui Chen Ming Lu Yandong Guo Shanghang Zhang 3DPC 51 4 0 30 Nov 2022
Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object Detection Zizhang Wu Yunzhe Wu Jian Pu Xianzhi Li Xiaoquan Wang 32 14 0 30 Nov 2022
3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers Changyong Shu Jiajun Deng Feng Yu Yifan Liu 3DPC 29 10 0 27 Nov 2022
AeDet: Azimuth-invariant Multi-view 3D Object Detection Chengjian Feng Zequn Jie Yujie Zhong Xiangxiang Chu Lin Ma 3DPC 30 21 0 22 Nov 2022
Uncertainty-aware Vision-based Metric Cross-view Geolocalization F. Fervers Sebastian Bullinger C. Bodensteiner Michael Arens Rainer Stiefelhagen 40 40 0 22 Nov 2022
NeRF-RPN: A general framework for object detection in NeRFs Benran Hu Junkai Huang Yichen Liu Yu-Wing Tai Chi-Keung Tang ObjD 39 60 0 21 Nov 2022
MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception Hongyu Zhou Zheng Ge Zeming Li Xiangyu Zhang 34 40 0 19 Nov 2022
Sparse4D: Multi-view 3D Object Detection with Sparse Spatial-Temporal Fusion Xuewu Lin Tianwei Lin Zi-Hui Pei Lichao Huang Zhizhong Su 3DPC 37 99 0 19 Nov 2022
BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision Chenyu Yang Yuntao Chen Haofei Tian Chenxin Tao Xizhou Zhu ... Hongyang Li Yu Qiao Lewei Lu Jie Zhou Jifeng Dai MDE 51 263 0 18 Nov 2022
BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinhong Jiang Feng Zhao 50 61 0 17 Nov 2022
Monocular BEV Perception of Road Scenes via Front-to-Top View Projection Wenxi Liu Qi Li Weixiang Yang Jiaxin Cai Yuanlong Yu Yuexin Ma Shengfeng He Jianxiong Pan 23 1 0 15 Nov 2022
Structured Knowledge Distillation Towards Efficient and Compact Multi-View 3D Detection Linfeng Zhang Yukang Shi Hung-Shuo Tai Zhipeng Zhang Yuan He Ke Wang Kaisheng Ma 28 2 0 14 Nov 2022
Multi-Camera Calibration Free BEV Representation for 3D Object Detection Hongxiang Jiang Wenming Meng Hongmei Zhu Qiaosheng Zhang Jihao Yin 40 4 0 31 Oct 2022
Sequence and Circle: Exploring the Relationship Between Patches Zhengyang Yu Jochen Triesch ViT 31 0 0 18 Oct 2022
Depth Is All You Need for Monocular 3D Detection Dennis Park Jie Li Di Chen Vitor Campagnolo Guizilini Adrien Gaidon 3DPC MDE 48 7 0 05 Oct 2022
Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection Jinhyung D. Park Chenfeng Xu Shijia Yang Kurt Keutzer Kris Kitani Masayoshi Tomizuka Wei Zhan 84 155 0 05 Oct 2022
CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection Ching-Yu Tseng Yi-Rong Chen Hsin-Ying Lee Tsung-Han Wu Wen-Chin Chen Winston H. Hsu ViT 51 11 0 27 Sep 2022
BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo Yinhao Li Han Bao Zheng Ge Jinrong Yang Jian‐Yuan Sun Zeming Li 70 110 0 21 Sep 2022
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer Youngseok Kim Sanmin Kim Junwon Choi Dongsuk Kum 37 75 0 14 Sep 2022