BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection

31 March 2022

Papers citing "BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection"

50 / 67 papers shown

Title
RESAR-BEV: An Explainable Progressive Residual Autoregressive Approach for Camera-Radar Fusion in BEV Segmentation Zhiwen Zeng Yunfei Yin Zheng Yuan Argho Dey Xianjian Bao 31 0 0 10 May 2025
Towards Latency-Aware 3D Streaming Perception for Autonomous Driving Jiaqi Peng Tai Wang Jiangmiao Pang Yuan Shen 44 0 0 27 Apr 2025
Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction Dubing Chen Huan Zheng Jin Fang Xingping Dong Xianfei Li Wenlong Liao Tao He Pai Peng Jianbing Shen 42 0 0 17 Apr 2025
RoPETR: Improving Temporal Camera-Only 3D Detection by Integrating Enhanced Rotary Position Embedding Hang Ji Tao Ni Xufeng Huang Tao Luo Xin Zhan Junbo Chen 3DPC 44 0 0 17 Apr 2025
HisTrackMap: Global Vectorized High-Definition Map Construction via History Map Tracking Jing Yang Sen Yang Xiao Tan Hanli Wang 53 1 0 13 Mar 2025
BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance Xin Ye Burhaneddin Yaman Sheng Cheng Feng Tao Abhirup Mallik Liu Ren DiffM 65 1 0 27 Feb 2025
Dual-BEV Nav: Dual-layer BEV-based Heuristic Path Planning for Robotic Navigation in Unstructured Outdoor Environments J. Zhang Hanlin Dong Jian Yang J. H. Liu Shibo Huang Ke Li Xuan Tang Xian Wei Xiong You 82 1 0 30 Jan 2025
RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion Xiaomeng Chu Jiajun Deng Guoliang You Yifan Duan Houqiang Li Yanyong Zhang 168 0 0 17 Dec 2024
OmniHD-Scenes: A Next-Generation Multimodal Dataset for Autonomous Driving Lianqing Zheng Long Yang Qunshu Lin W. Ai Minghao Liu ... Jingyue Mo Xiaokai Bai Jie Bai Zhixiong Ma Xichan Zhu 106 6 0 14 Dec 2024
EVT: Efficient View Transformation for Multi-Modal 3D Object Detection Yongjin Lee Hyeon-Mun Jeong Yurim Jeon Sanghyun Kim 45 0 0 16 Nov 2024
Progressive Multi-Modal Fusion for Robust 3D Object Detection Rohit Mohan Daniele Cattaneo Florian Drews Abhinav Valada 3DPC 43 3 0 09 Oct 2024
RopeBEV: A Multi-Camera Roadside Perception Network in Bird's-Eye-View Jinrang Jia Guangqi Yi Yifeng Shi 34 0 0 18 Sep 2024
RenderWorld: World Model with Self-Supervised 3D Label Ziyang Yan Wenzhen Dong Yihua Shao Yuhang Lu Liu Haiyang ... Haozhe Wang Zhe Wang Yan Wang Fabio Remondino Yuexin Ma 3DV VGen 66 13 0 17 Sep 2024
Deep Height Decoupling for Precise Vision-based 3D Occupancy Prediction Yuan Wu Zhiqiang Yan Zhengxue Wang Xiang Li Le Hui Jian Yang 68 4 0 12 Sep 2024
DriveScape: Towards High-Resolution Controllable Multi-View Driving Video Generation Wei Yu Wu Xi Guo Weixuan Tang Tingxuan Huang Chiyu Wang Dongyue Chen C. Ding VGen 32 6 0 09 Sep 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 47 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
S2-Track: A Simple yet Strong Approach for End-to-End 3D Multi-Object Tracking Lijun Zhou Tao Tang Pengkun Hao Zihang He Kalok Ho ... Zhihui Hao Haiyang Sun Kun Zhan Peng Jia Xianpeng Lang VOT 58 4 0 04 Jun 2024
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network Zongkai Zhang Zidong Xu Wenming Yang Qingmin Liao Jing-Hao Xue MQ 3DV 46 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
GEOcc: Geometrically Enhanced 3D Occupancy Network with Implicit-Explicit Depth Fusion and Contextual Self-Supervision Xin Tan Wenbin Wu Zhiwei Zhang Chaojie Fan Yong Peng Zhizhong Zhang Yuan Xie Lizhuang Ma 59 9 0 17 May 2024
DuoSpaceNet: Leveraging Both Bird's-Eye-View and Perspective View Representations for 3D Object Detection Zhe Huang Yizhe Zhao Hao Xiao Chenyan Wu Lingting Ge 3DPC 48 1 0 17 May 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 12 0 12 Mar 2024
Stream Query Denoising for Vectorized HD Map Construction Shuo Wang Fan Jia Yingfei Liu Yucheng Zhao Zehui Chen Tiancai Wang Chi Zhang Xiangyu Zhang Feng Zhao 36 18 0 17 Jan 2024
Diffusion-Based Particle-DETR for BEV Perception Asen Nachkov Martin Danelljan D. Paudel Luc Van Gool DiffM 34 3 0 18 Dec 2023
Towards Efficient 3D Object Detection in Bird's-Eye-View Space for Autonomous Driving: A Convolutional-Only Approach Yuxin Li Qiang Han Mengying Yu Yuxin Jiang Chai Kiat Yeo Yiheng Li Zihang Huang Nini Liu Hsuanhan Chen Xiaojun Wu 34 3 0 01 Dec 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
A Vision-Centric Approach for Static Map Element Annotation Jiaxin Zhang Shiyuan Chen Haoran Yin Ruohong Mei Xuan Liu Cong Yang Qian Zhang Wei Sui 3DV 28 3 0 21 Sep 2023
BEVScope: Enhancing Self-Supervised Depth Estimation Leveraging Bird's-Eye-View in Dynamic Scenarios Yucheng Mao Ruowen Zhao Tianbao Zhang Hang Zhao 27 3 0 20 Jun 2023
BEVStereo++: Accurate Depth Estimation in Multi-view 3D Object Detection via Dynamic Temporal Stereo Yinhao Li Jinrong Yang Jian‐Yuan Sun Han Bao Zheng Ge Likai Xiao 24 2 0 09 Apr 2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection Linyan Huang Huijie Wang J. Zeng Shengchuan Zhang Liujuan Cao Junchi Yan Hongyang Li 3DPC 67 9 0 06 Apr 2023
Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction Zhuofan Zong Dong Jiang Guanglu Song Zeyue Xue Jingyong Su Hongsheng Li Yu Liu 49 35 0 03 Apr 2023
Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous Driving Zijian Zhu Yichi Zhang Hai Chen Yinpeng Dong Shu Zhao Wenbo Ding Jiachen Zhong Shibao Zheng AAML 3DPC 19 38 0 30 Mar 2023
BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation Hongxiang Cai Zeyuan Zhang Zhenyu Zhou Ziyin Li Wenbo Ding Jiu-Yang Zhao 3DPC 21 30 0 30 Mar 2023
3D Video Object Detection with Learnable Object-Centric Global Optimization Jiawei He Yuntao Chen Naiyan Wang Zhaoxiang Zhang 3DH 3DPC 60 9 0 27 Mar 2023
Collaboration Helps Camera Overtake LiDAR in 3D Detection Yue Hu Yifan Lu Runsheng Xu Weidi Xie Siheng Chen Yanfeng Wang 27 67 0 23 Mar 2023
Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection Shihao Wang Yingfei Liu Tiancai Wang Ying Li Xiangyu Zhang 3DPC 53 190 0 21 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 39 21 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 81 25 0 02 Mar 2023
StreamingFlow: Streaming Occupancy Forecasting with Asynchronous Multi-modal Data Streams via Neural Ordinary Differential Equation Yining Shi Kun Jiang Ke Wang Jiusi Li Yunlong Wang Mengmeng Yang Diange Yang AI4TS 36 2 0 19 Feb 2023
Surround-View Vision-based 3D Detection for Autonomous Driving: A Survey Apoorv Singh Varun Bankiti 3DPC 23 24 0 13 Feb 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 34 42 0 29 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 34 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 27 19 0 17 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 40 19 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 37 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 37 4 0 30 Nov 2022
BEVPoolv2: A Cutting-edge Implementation of BEVDet Toward Deployment Junjie Huang Guan Huang 19 61 0 30 Nov 2022
3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection Transformers Changyong Shu Jiajun Deng F. I. F. Richard Yu Yifan Liu 3DPC 23 10 0 27 Nov 2022
MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception Hongyu Zhou Zheng Ge Zeming Li Xiangyu Zhang 23 39 0 19 Nov 2022