Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection

18 October 2022

Xingjiao Wu

Papers citing "Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection"

29 / 29 papers shown

Title
LiDAR-Guided Monocular 3D Object Detection for Long-Range Railway Monitoring Raul David Dominguez Sanchez Xavier Jair Diaz Ortiz Xingcheng Zhou M. Ronecker Michael Karner Daniel Watzenig Alois C. Knoll 115 0 0 25 Apr 2025
OccMamba: Semantic Occupancy Prediction with State Space Models Heng Li Yuenan Hou Xiaohan Xing Xiao Sun Xiao Sun Yanyong Zhang Mamba 50 4 0 19 Aug 2024
DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving Xuemeng Yang Licheng Wen Yukai Ma Jianbiao Mei Xin Li ... Min Dou Botian Shi Liang He Yong-Jin Liu Yu Qiao VGen 33 16 0 01 Aug 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 39 9 0 27 May 2024
Multi-Space Alignments Towards Universal LiDAR Segmentation You-Chen Liu Lingdong Kong Xiaoyang Wu Runnan Chen Xin Li Liang Pan Ziwei Liu Yuexin Ma 3DPC 45 17 0 02 May 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 62 14 0 18 Mar 2024
An Extensible Framework for Open Heterogeneous Collaborative Perception Yifan Lu Yue Hu Yiqi Zhong Dequan Wang Yanfeng Wang Siheng Chen FedML 47 42 0 25 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 38 19 0 05 Jan 2024
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 32 26 0 07 Dec 2023
What You See Is What You Detect: Towards better Object Densification in 3D detection Tianran Liu Zeping Zhang Morteza Mousa Pasandi R. Laganière 3DPC 30 0 0 27 Oct 2023
GraphAlign: Enhancing Accurate Feature Alignment by Graph matching for Multi-Modal 3D Object Detection Ziying Song Haiyue Wei Lin Bai Lei Yang Caiyan Jia 3DPC 23 27 0 12 Oct 2023
3D Multiple Object Tracking on Autonomous Driving: A Literature Review Peng Zhang Xin Li Liang He Xinhua Lin 35 2 0 27 Sep 2023
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase You-Chen Liu Runnan Chen Xin Li Lingdong Kong Yuchen Yang ... Xinge Zhu Yuexin Ma Yikang Li Yu Qiao Yuenan Hou 3DPC 3DV 43 49 0 11 Sep 2023
MLF-DET: Multi-Level Fusion for Cross-Modal 3D Object Detection Zewei Lin Yanqing Shen Sanping Zhou Shi-tao Chen Nanning Zheng 3DPC 23 4 0 18 Jul 2023
DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds Tengyu Ma Xuemeng Yang Hongbin Zhou Xin Li Botian Shi ... Zhizheng Liu Liang He Yu Qiao Yikang Li Hongsheng Li 3DPC 30 26 0 09 Jun 2023
Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection Yingjie Wang Jiajun Deng Yao Li Jinshui Hu Cong Liu Yu Zhang Jianmin Ji Wanli Ouyang Yanyong Zhang 18 26 0 02 Jun 2023
SDVRF: Sparse-to-Dense Voxel Region Fusion for Multi-modal 3D Object Detection Binglu Ren Jianqin Yin 3DPC 15 1 0 17 Apr 2023
Sparse Dense Fusion for 3D Object Detection Yulu Gao Chonghao Sima Shaoshuai Shi Shangzhe Di Sihan Liu Hongyang Li 24 15 0 09 Apr 2023
Robo3D: Towards Robust and Reliable 3D Perception against Corruptions Lingdong Kong You-Chen Liu Xin Li Runnan Chen Wenwei Zhang Jiawei Ren Liang Pan Kaili Chen Ziwei Liu 45 85 0 30 Mar 2023
A Generalized Multi-Modal Fusion Detection Framework Leichao Cui Xiuxian Li Min Meng Xiaoyu Mo 3DPC 29 2 0 13 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 37 83 0 07 Mar 2023
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 24 21 0 24 Nov 2022
PointSee: Image Enhances Point Cloud Lipeng Gu Xu Yan Peng Cui Lina Gong H. Xie F. Wang Jing Qin Mingqiang Wei 3DPC 27 5 0 03 Nov 2022
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
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 231 660 0 31 Dec 2020
Deep Continuous Fusion for Multi-Sensor 3D Object Detection Ming Liang Binh Yang Shenlong Wang R. Urtasun 3DPC 208 840 0 20 Dec 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 156 737 0 02 Mar 2020
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 208 1,019 0 26 Mar 2018
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