BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

26 May 2022

Zhijian Liu

Daniela Rus

Song Han

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Papers citing "BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation"

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DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward Guidance Zhao Yang Zezhong Qian Xiaofan Li Weixiang Xu Gongpeng Zhao Ruohong Yu Lingsi Zhu Longjun Liu DiffM VGen 63 1 0 05 Mar 2025
TS-CGNet: Temporal-Spatial Fusion Meets Centerline-Guided Diffusion for BEV Mapping Xinying Hong Siyu Li Kang Zeng Hao-miao Shi Bomin Peng Kailun Yang Z. Li 52 0 0 04 Mar 2025
Dur360BEV: A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving Wenke E Chao Yuan Li Li Yixin Sun Yona Falinie A. Gaus Amir Atapour-Abarghouei T. Breckon 29 0 0 02 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 63 1 0 27 Feb 2025
SegLocNet: Multimodal Localization Network for Autonomous Driving via Bird's-Eye-View Segmentation Zijie Zhou Zhangshuo Qi Luqi Cheng Guangming Xiong 58 1 0 27 Feb 2025
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras Hoonhee Cho Jae-Young Kang Y. Kim Kuk-Jin Yoon 3DPC 91 0 0 26 Feb 2025
Easy-Poly: A Easy Polyhedral Framework For 3D Multi-Object Tracking Peng Zhang Xin Li Xin Lin Liang He VOT 78 0 0 25 Feb 2025
DeepInteraction++: Multi-Modality Interaction for Autonomous Driving Zeyu Yang Nan Song Wei Li Xiatian Zhu L. Zhang Philip H. S. Torr 69 4 0 24 Feb 2025
LXLv2: Enhanced LiDAR Excluded Lean 3D Object Detection with Fusion of 4D Radar and Camera Weiyi Xiong Zean Zou Qiuchi Zhao Fengchun He Bing Zhu 64 0 0 21 Feb 2025
VaLID: Verification as Late Integration of Detections for LiDAR-Camera Fusion Vanshika Vats Marzia Binta Nizam James Davis 3DPC 60 0 0 21 Feb 2025
FeaKM: Robust Collaborative Perception under Noisy Pose Conditions Jiuwu Hao Liguo Sun Ti Xiang Yuting Wan Haolin Song Pin Lv 46 0 0 16 Feb 2025
MonoForce: Learnable Image-conditioned Physics Engine R. Agishev Karel Zimmermann 87 0 0 14 Feb 2025
MapFusion: A Novel BEV Feature Fusion Network for Multi-modal Map Construction Xiaoshuai Hao Yunfeng Diao Mengchuan Wei Yifan Yang Peng Hao Rong Yin Hui Zhang Weiming Li Shu Zhao Y. Liu 38 6 0 05 Feb 2025
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and Dataset Goodarz Mehr A. Eskandarian 61 1 0 04 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
What Really Matters for Learning-based LiDAR-Camera Calibration Shujuan Huang Chunyu Lin Yao Zhao 63 0 0 28 Jan 2025
mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework Bingyi Liu Jian Teng Hongfei Xue Enshu Wang Chuanhui Zhu Pu Wang Libing Wu 73 0 0 21 Jan 2025
CoreNet: Conflict Resolution Network for Point-Pixel Misalignment and Sub-Task Suppression of 3D LiDAR-Camera Object Detection Y. Li Yang Yang Zhen Lei 3DPC 46 2 0 11 Jan 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 83 1 0 06 Jan 2025
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union Brian Hsuan-Cheng Liao Chih-Hong Cheng Hasan Esen Alois Knoll EgoV 48 0 0 03 Jan 2025
MR-Occ: Efficient Camera-LiDAR 3D Semantic Occupancy Prediction Using Hierarchical Multi-Resolution Voxel Representation Minjae Seong Jisong Kim Geonho Bang Hawook Jeong Jun Won Choi 101 1 0 31 Dec 2024
DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes Yiyuan Liang Zhiying Yan Liqun Chen Jiahuan Zhou Luxin Yan Sheng Zhong Xu Zou DiffM VGen 30 0 0 31 Dec 2024
Master Stability Functions in Complex Networks Suman Acharyya Priodyuti Pradhan Chandrakala Meena 41 0 0 26 Dec 2024
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 106 0 0 17 Dec 2024
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection Zijian Gu Jianwei Ma Yan Huang Honghao Wei Zhanye Chen H. M. Zhang Wei Hong 69 2 0 16 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 96 6 0 14 Dec 2024
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions Jingyu Zhang Yilei Wang Lang Qian Peng Sun Zengwen Li Sudong Jiang Maolin Liu Liang Song 93 1 0 14 Dec 2024
PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction Yujing Xue Jiaxiang Liu Jiawei Du Joey Tianyi Zhou MDE 69 0 0 10 Dec 2024
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation Calvin Glisson Qiuxiao Chen 65 0 0 09 Dec 2024
Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction Dongxu Wei Zhiqi Li Peidong Liu 90 1 0 09 Dec 2024
Reflective Teacher: Semi-Supervised Multimodal 3D Object Detection in Bird's-Eye-View via Uncertainty Measure Saheli Hazra Sudip Das Rohit Choudhary Arindam Das Ganesh Sistu Ciarán Eising Ujjwal Bhattacharya 75 0 0 05 Dec 2024
Seeing Beyond Views: Multi-View Driving Scene Video Generation with Holistic Attention Hannan Lu Xiaohe Wu Shudong Wang Xiameng Qin Xinyu Zhang Junyu Han W. Zuo Ji Tao 89 1 0 04 Dec 2024
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning Runjian Chen H. Zhang Avinash Ravichandran Wenqi Shao Alex Wong Ping Luo Ping Luo 3DPC 77 0 0 04 Dec 2024
Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable Lizhen Xu Shanmin Pang Wenzhao Qiu Zehao Wu Xiuxiu Bai K. Mei Jianru Xue 69 1 0 03 Dec 2024
Epipolar Attention Field Transformers for Bird's Eye View Semantic Segmentation Christian Witte Jens Behley Cyrill Stachniss Marvin Raaijmakers 81 0 0 02 Dec 2024
HoloDrive: Holistic 2D-3D Multi-Modal Street Scene Generation for Autonomous Driving Z. Wu Jingcheng Ni Xiaodong Wang Yuxin Guo Rui Chen Lewei Lu Jifeng Dai Yuwen Xiong 72 6 0 02 Dec 2024
SpaRC: Sparse Radar-Camera Fusion for 3D Object Detection Philipp Wolters Johannes Gilg Torben Teepe Fabian Herzog Felix Fent Gerhard Rigoll 77 0 0 29 Nov 2024
Monocular Lane Detection Based on Deep Learning: A Survey Xin He Haiyun Guo Kuan Zhu Bingke Zhu Xu Zhao Jianwu Fang J. T. Wang 93 1 0 25 Nov 2024
A Resource Efficient Fusion Network for Object Detection in Bird's-Eye View using Camera and Raw Radar Data Kavin Chandrasekaran Sorin Grigorescu Gijs Dubbelman P. Jancura 72 0 0 20 Nov 2024
VADet: Multi-frame LiDAR 3D Object Detection using Variable Aggregation Chengjie Huang Vahdat Abdelzad Sean Sedwards Krzysztof Czarnecki 3DPC 70 0 0 20 Nov 2024
V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception Lei Yang X. Zhang Jun Li Chen Wang Zhiying Song ... Mo Zhou Yang Shen Kai Wu Chen Lv Chen Lv 58 4 0 17 Nov 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
Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning Jianhao Li Tianyu Sun X. Zhang Z. Wang Bailan Feng Hengshuang Zhao 3DPC 72 0 0 12 Nov 2024
OccLoff: Learning Optimized Feature Fusion for 3D Occupancy Prediction Ji Zhang Yiran Ding Zixin Liu 3DPC 43 3 0 06 Nov 2024
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection Jisong Kim Minjae Seong Jun Won Choi 31 0 0 05 Nov 2024
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization Yiwei Zhang Jin Gao Fudong Ge Guan Luo Bing Li Z. Zhang Haibin Ling Weiming Hu 47 0 0 03 Nov 2024
X-Drive: Cross-modality consistent multi-sensor data synthesis for driving scenarios Yichen Xie Chenfeng Xu C-T.John Peng Shuqi Zhao Nhat Ho Alexander T. Pham Mingyu Ding M. Tomizuka W. Zhan DiffM 31 2 0 02 Nov 2024
GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection Xiaotian Li Baojie Fan Jiandong Tian Huijie Fan 3DPC 49 7 0 01 Nov 2024
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection Gyusam Chang Jiwon Lee Donghyun Kim Jinkyu Kim Dongwook Lee Daehyun Ji Sujin Jang Sangpil Kim 28 1 0 29 Oct 2024
BEVPose: Unveiling Scene Semantics through Pose-Guided Multi-Modal BEV Alignment M. Hosseinzadeh Ian Reid 33 0 0 28 Oct 2024