BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework

BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework

27 May 2022

Kaicheng Yu

Zhiwei Lin

Zhi Tang

Papers citing "BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework"

19 / 69 papers shown

Title
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 26 30 0 30 Mar 2023
SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection Haimei Zhao Qiming Zhang Shanshan Zhao Zhe Chen Jing Zhang Dacheng Tao 28 12 0 29 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 88 25 0 02 Mar 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
Swin MAE: Masked Autoencoders for Small Datasets Zián Xu Yin Dai Fayu Liu Weibin Chen Yue Liu Li-Li Shi Sheng Liu Yuhang Zhou SyDa MedIm ViT 36 28 0 28 Dec 2022
BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving Scenarios Zhiwei Lin Yongtao Wang Shengxiang Qi Nan Dong Ming-Hsuan Yang 3DPC 16 13 0 12 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 33 3 0 09 Dec 2022
BEVPoolv2: A Cutting-edge Implementation of BEVDet Toward Deployment Junjie Huang Guan Huang 27 61 0 30 Nov 2022
SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation Hao Dong Xianjing Zhang Jintao Xu Rui Ai Weihao Gu Huimin Lu Arno Solin Xieyuanli Chen 34 31 0 28 Nov 2022
3D Dual-Fusion: Dual-Domain Dual-Query Camera-LiDAR Fusion for 3D Object Detection Yecheol Kim Konyul Park Minwook Kim Dongsuk Kum J. Choi 3DPC 32 21 0 24 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 32 97 0 19 Nov 2022
DeepInteraction: 3D Object Detection via Modality Interaction Zeyu Yang Jia-Qing Chen Zhenwei Miao Wei Li Xiatian Zhu Li Zhang 49 132 0 23 Aug 2022
Benchmarking the Robustness of LiDAR-Camera Fusion for 3D Object Detection Kaicheng Yu Tao Tang Hongwei Xie Zhiwei Lin Zhongwei Wu ... Jiong Deng Dayang Hao Yongtao Wang Xi Liang Bing Wang 3DPC 29 53 0 30 May 2022
MonoDistill: Learning Spatial Features for Monocular 3D Object Detection Zhiyu Chong Xinzhu Ma Hong Zhang Yuxin Yue Haojie Li Zhihui Wang Wanli Ouyang 3DPC 101 98 0 26 Jan 2022
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 160 245 0 12 Nov 2021
Categorical Depth Distribution Network for Monocular 3D Object Detection Cody Reading Ali Harakeh Julia Chae Steven L. Waslander 3DPC 230 484 0 01 Mar 2021
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 208 840 0 20 Dec 2020
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection Benjin Zhu Zhengkai Jiang Xiangxin Zhou Zeming Li Gang Yu 3DPC 169 484 0 26 Aug 2019
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016