AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection

21 July 2022

Papers citing "AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection"

48 / 48 papers shown

Title
Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection Xuzhong Hu Zaipeng Duan Pei An Jun zhang Jie Ma 3DPC 84 0 0 12 Mar 2025
SparseVoxFormer: Sparse Voxel-based Transformer for Multi-modal 3D Object Detection Hyeongseok Son Jia He Seung-In Park Ying Min Yunhao Zhang ByungIn Yoo 50 0 0 11 Mar 2025
GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection Xiaotian Li Baojie Fan Jiandong Tian Huijie Fan 3DPC 49 1 0 01 Nov 2024
Robust Multimodal 3D Object Detection via Modality-Agnostic Decoding and Proximity-based Modality Ensemble Juhan Cha Minseok Joo Jihwan Park Sanghyeok Lee In-Ho Kim Hyunwoo J. Kim 26 2 0 27 Jul 2024
Explore the LiDAR-Camera Dynamic Adjustment Fusion for 3D Object Detection Yiran Yang Xu Gao Tong Wang Xin Hao Yifeng Shi Xiao Tan Xiaoqing Ye Jingdong Wang 3DPC 23 0 0 22 Jul 2024
BiCo-Fusion: Bidirectional Complementary LiDAR-Camera Fusion for Semantic- and Spatial-Aware 3D Object Detection Yang Song Lin Wang 27 3 0 27 Jun 2024
ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection Ziying Song Feiyang Jia Hongyu Pan Yadan Luo Caiyan Jia Guoxin Zhang Lin Liu Yang Ji Lei Yang Li-e Wang 37 9 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 50 9 0 27 May 2024
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection Junbo Yin Jianbing Shen Runnan Chen Wei Li Ruigang Yang Pascal Frossard Wenguan Wang 3DPC 26 31 0 22 Mar 2024
GraphBEV: Towards Robust BEV Feature Alignment for Multi-Modal 3D Object Detection Ziying Song Lei Yang Shaoqing Xu Lin Liu Dongyang Xu Caiyan Jia Feiyang Jia Li-e Wang 3DPC 60 13 0 18 Mar 2024
Eliminating Cross-modal Conflicts in BEV Space for LiDAR-Camera 3D Object Detection Jiahui Fu Chen Gao Zitian Wang Lirong Yang Xiaofei Wang Beipeng Mu Si Liu 16 10 0 12 Mar 2024
SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection Hongcheng Zhang Liu Liang Pengxin Zeng Xiao Song Zhe Wang 27 7 0 12 Mar 2024
MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object Detection Till Beemelmanns Quan Zhang Christian Geller Lutz Eckstein 3DPC 15 3 0 18 Feb 2024
An Extensible Framework for Open Heterogeneous Collaborative Perception Yifan Lu Yue Hu Yiqi Zhong Dequan Wang Yanfeng Wang Siheng Chen FedML 45 42 0 25 Jan 2024
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception Kai Jiang Jiaxing Huang Weiying Xie Yunsong Li Ling Shao Shijian Lu 27 4 0 13 Jan 2024
VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection Ziying Song Guoxin Zhang Jun Xie Lin Liu Caiyan Jia Shaoqing Xu Zhepeng Wang 3DPC 23 17 0 05 Jan 2024
Multi-Correlation Siamese Transformer Network with Dense Connection for 3D Single Object Tracking Shihao Feng Pengpeng Liang Jin Gao Erkang Cheng VOT ViT 3DPC 21 6 0 18 Dec 2023
VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR Data Jian Shi Peter Wonka 3DPC 33 0 0 11 Dec 2023
CalibFormer: A Transformer-based Automatic LiDAR-Camera Calibration Network Yuxuan Xiao Yao Li Chengzhen Meng Xingchen Li Jianmin Ji Yanyong Zhang 18 9 0 26 Nov 2023
Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection Haibao Yu Yingjuan Tang Enze Xie Jilei Mao Ping Luo Zaiqing Nie 3DPC 36 26 0 03 Nov 2023
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 27 8 0 24 Oct 2023
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation Haiyang Wang Hao Tang Shaoshuai Shi Aoxue Li Zhenguo Li Bernt Schiele Liwei Wang ViT 25 55 0 15 Aug 2023
FocalFormer3D : Focusing on Hard Instance for 3D Object Detection Yilun Chen Zhiding Yu Yukang Chen Shiyi Lan Anima Anandkumar Jiaya Jia J. Álvarez 3DPC 29 46 0 08 Aug 2023
RCM-Fusion: Radar-Camera Multi-Level Fusion for 3D Object Detection Ji Song Kim Minjae Seong Geonho Bang Dongsuk Kum Junwon Choi 16 16 0 17 Jul 2023
Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving Wenhao Cheng Junbo Yin Wei Li Ruigang Yang Jianbing Shen 3DPC 17 14 0 25 May 2023
Multi-Modal 3D Object Detection by Box Matching Zhe Liu Xiaoqing Ye Zhikang Zou Xinwei He Xiao Tan Errui Ding Jingdong Wang Xiang Bai 3DPC 19 6 0 12 May 2023
Fusion is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection Zhiyuan Cheng Hongjun Choi James Liang Shiwei Feng Guanhong Tao Dongfang Liu Michael Zuzak Xiangyu Zhang AAML 17 11 0 28 Apr 2023
SparseFusion: Fusing Multi-Modal Sparse Representations for Multi-Sensor 3D Object Detection Yichen Xie Chenfeng Xu Marie-Julie Rakotosaona Patrick Rim F. Tombari Kurt Keutzer M. Tomizuka Wei Zhan 3DPC 41 52 0 27 Apr 2023
Sparse Dense Fusion for 3D Object Detection Yulu Gao Chonghao Sima Shaoshuai Shi Shangzhe Di Sihan Liu Hongyang Li 14 15 0 09 Apr 2023
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception Youngseok Kim Juyeb Shin Sanmin Kim In-Jae Lee Junwon Choi Dongsuk Kum 35 67 0 03 Apr 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 29 0 30 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 24 81 0 07 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 76 25 0 02 Mar 2023
PTA-Det: Point Transformer Associating Point cloud and Image for 3D Object Detection Rui Wan Tianyun Zhao Wei Zhao ViT 3DPC 8 8 0 18 Jan 2023
PathFusion: Path-consistent Lidar-Camera Deep Feature Fusion Lemeng Wu Dilin Wang Meng Li Yunyang Xiong Raghuraman Krishnamoorthi Qiang Liu Vikas Chandra 3DPC MDE 24 1 0 12 Dec 2022
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection Shaoqing Xu Fang Li Dingfu Zhou Jin Fang Sifen Wang Liangjun Zhang 3DPC 29 9 0 10 Dec 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 17 21 0 24 Nov 2022
Center Feature Fusion: Selective Multi-Sensor Fusion of Center-based Objects P. Jacobson Yiyang Zhou Wei Zhan M. Tomizuka Ming Wu 3DPC 19 7 0 26 Sep 2022
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe Hongyang Li Chonghao Sima Jifeng Dai Wenhai Wang Lewei Lu ... Xiaosong Jia Siqian Liu Jianping Shi Dahua Lin Yu Qiao 88 138 0 12 Sep 2022
Multi-modal Streaming 3D Object Detection Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 21 7 0 12 Sep 2022
LiteDepth: Digging into Fast and Accurate Depth Estimation on Mobile Devices Zhenyu Li Zehui Chen Jialei Xu Xianming Liu Junjun Jiang VLM MDE 19 1 0 02 Sep 2022
Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer Zhi-Chun Luo Changqing Zhou Liang Pan Gongjie Zhang Ti Liu Yueru Luo Haiyu Zhao Ziwei Liu Shijian Lu 3DPC 10 13 0 10 Aug 2022
Vision-Centric BEV Perception: A Survey Yuexin Ma Tai Wang Xuyang Bai Huitong Yang Yuenan Hou Yaming Wang Yu Qiao Ruigang Yang Dinesh Manocha Xinge Zhu 41 129 0 04 Aug 2022
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 143 103 0 13 Oct 2021
Multi-Modal 3D Object Detection in Autonomous Driving: a Survey Yingjie Wang Qi Mao Hanqi Zhu Jiajun Deng Yu Zhang Jianmin Ji Houqiang Li Yanyong Zhang 3DPC 32 133 0 24 Jun 2021
Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection Jiajun Deng Shaoshuai Shi Pei-Cian Li Wen-gang Zhou Yanyong Zhang Houqiang Li 3DPC 216 660 0 31 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 183 837 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 155 482 0 26 Aug 2019