VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection

VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection

5 January 2024

Ziying Song

Caiyan Jia

Papers citing "VoxelNextFusion: A Simple, Unified and Effective Voxel Fusion Framework for Multi-Modal 3D Object Detection"

18 / 18 papers shown

Title
A Review of 3D Object Detection with Vision-Language Models Ranjan Sapkota Konstantinos I Roumeliotis Rahul Harsha Cheppally Marco Flores Calero Manoj Karkee VLM 74 1 0 25 Apr 2025
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
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection Shuhan Dong Yunsong Li Weiying Xie Jiaqing Zhang Jiayuan Tian Danian Yang Jie Lei 21 0 0 15 Oct 2024
SparseDet: A Simple and Effective Framework for Fully Sparse LiDAR-based 3D Object Detection Lin Liu Ziying Song Qiming Xia Feiyang Jia Caiyan Jia Lei Yang Hongyu Pan 3DPC 38 6 0 16 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
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 55 13 0 18 Mar 2024
Khronos: A Unified Approach for Spatio-Temporal Metric-Semantic SLAM in Dynamic Environments Lukas Schmid Marcus Abate Yun Chang Luca Carlone 32 21 0 21 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives Sheng Luo Wei-Neng Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 47 13 0 05 Feb 2024
SGV3D:Towards Scenario Generalization for Vision-based Roadside 3D Object Detection Lei Yang Xinyu Zhang Jun Li Li-e Wang Chuan-Fang Zhang Li Ju Zhiwei Li Yang Shen 24 2 0 29 Jan 2024
RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM Ziying Song Guoxin Zhang Lin Liu Lei Yang Shaoqing Xu Caiyan Jia Feiyang Jia Li-e Wang 16 16 0 08 Jan 2024
MonoGAE: Roadside Monocular 3D Object Detection with Ground-Aware Embeddings Lei Yang Jiaxin Yu Xinyu Zhang Jun Li Li-e Wang Yi Huang Chuan-Fang Zhang Hong Wang Yiming Li 53 17 0 30 Sep 2023
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection Shaoqing Xu Fang Li Dingfu Zhou Jin Fang Sifen Wang Liangjun Zhang 3DPC 21 9 0 10 Dec 2022
Mix-Teaching: A Simple, Unified and Effective Semi-Supervised Learning Framework for Monocular 3D Object Detection Lei Yang Xinyu Zhang Li-e Wang Minghan Zhu Chuan-Fang Zhang Jun Li 28 19 0 10 Jul 2022
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
VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion Hanqi Zhu Jiajun Deng Yu Zhang J. Ji Qiuyu Mao Houqiang Li Yanyong Zhang 3DPC 35 131 0 29 Nov 2021
Multimodal Virtual Point 3D Detection Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 146 243 0 12 Nov 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 216 835 0 31 Dec 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016