DeepInteraction: 3D Object Detection via Modality Interaction

23 August 2022

Li Zhang

Papers citing "DeepInteraction: 3D Object Detection via Modality Interaction"

22 / 22 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 82 0 0 12 Mar 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
EVT: Efficient View Transformation for Multi-Modal 3D Object Detection Yongjin Lee Hyeon-Mun Jeong Yurim Jeon Sanghyun Kim 43 0 0 16 Nov 2024
Progressive Multi-Modal Fusion for Robust 3D Object Detection Rohit Mohan Daniele Cattaneo Florian Drews Abhinav Valada 3DPC 31 3 0 09 Oct 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 53 13 0 18 Mar 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 51 12 0 12 Mar 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 17 17 0 05 Jan 2024
Multimodal Object Query Initialization for 3D Object Detection Mathijs R. van Geerenstein Felicia Ruppel Klaus C. J. Dietmayer D. Gavrila 3DPC 10 2 0 16 Oct 2023
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm Haoyi Zhu Honghui Yang Xiaoyang Wu Di Huang Sha Zhang ... Hengshuang Zhao Chunhua Shen Yu Qiao Tong He Wanli Ouyang SSL 57 42 0 12 Oct 2023
UniBEV: Multi-modal 3D Object Detection with Uniform BEV Encoders for Robustness against Missing Sensor Modalities Shiming Wang Holger Caesar Liangliang Nan Julian F. P. Kooij 32 11 0 25 Sep 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
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 16 29 0 30 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 29 21 0 03 Mar 2023
Transformer-Based Sensor Fusion for Autonomous Driving: A Survey Apoorv Singh ViT 3DPC 20 23 0 22 Feb 2023
CLiNet: Joint Detection of Road Network Centerlines in 2D and 3D David Paz S. Srinivas Yuan Yao Henrik I. Christensen 8 0 0 04 Feb 2023
Voxel Field Fusion for 3D Object Detection Yanwei Li Xiaojuan Qi Yukang Chen Liwei Wang Zeming Li Jian-jun Sun Jiaya Jia 101 77 0 31 May 2022
BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework Tingting Liang Hongwei Xie Kaicheng Yu Zhongyu Xia Zhiwei Lin Yongtao Wang T. Tang Bing Wang Zhi Tang 3DPC 17 393 0 27 May 2022
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 146 243 0 12 Nov 2021
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 143 103 0 13 Oct 2021
4D-Net for Learned Multi-Modal Alignment A. Piergiovanni Vincent Casser Michael S. Ryoo A. Angelova 3DPC 89 54 0 02 Sep 2021
ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes C. Qi Xinlei Chen Or Litany Leonidas J. Guibas 3DPC 178 239 0 29 Jan 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