3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-View Spatial Feature Fusion for 3D Object Detection

27 April 2020

Papers citing "3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-View Spatial Feature Fusion for 3D Object Detection"

50 / 66 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 2 0 25 Apr 2025
Resilient Sensor Fusion under Adverse Sensor Failures via Multi-Modal Expert Fusion Konyul Park Yecheol Kim Daehun Kim Jun-Won Choi 39 0 0 25 Mar 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 92 0 0 12 Mar 2025
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 14 0 18 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 28 19 0 05 Jan 2024
VirtualPainting: Addressing Sparsity with Virtual Points and Distance-Aware Data Augmentation for 3D Object Detection Sudip Dhakal Dominic Carrillo Deyuan Qu Michael Nutt Qing Yang Song Fu 3DPC 21 1 0 26 Dec 2023
Multimodal Object Query Initialization for 3D Object Detection Mathijs R. van Geerenstein Felicia Ruppel Klaus C. J. Dietmayer D. Gavrila 3DPC 26 2 0 16 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
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 30 56 0 15 Aug 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
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception Youngseok Kim Juyeb Shin Sanmin Kim In-Jae Lee Junwon Choi Dongsuk Kum 45 67 0 03 Apr 2023
Online Camera-to-ground Calibration for Autonomous Driving Binbin Li Xinyu Du Yao Hu Hao Yu Wende Zhang 22 2 0 30 Mar 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 30 0 30 Mar 2023
UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View Shengchao Zhou Weizhou Liu Chen Hu Shuchang Zhou Chaoxiang Ma 21 42 0 27 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 17 21 0 24 Nov 2022
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Tianyu Wang Xiaowei Hu Zhengzhe Liu Chi-Wing Fu 3DPC 21 16 0 23 Nov 2022
ImLiDAR: Cross-Sensor Dynamic Message Propagation Network for 3D Object Detection Yiyang Shen Rongwei Yu Peng Wu H. Xie Lina Gong J. Qin Mingqiang Wei 3DPC 22 7 0 17 Nov 2022
PointSee: Image Enhances Point Cloud Lipeng Gu Xu Yan Peng Cui Lina Gong H. Xie F. Wang Jing Qin Mingqiang Wei 3DPC 23 5 0 03 Nov 2022
Multi-Camera Calibration Free BEV Representation for 3D Object Detection Hongxiang Jiang Wenming Meng Hongmei Zhu Q. Zhang Jihao Yin 27 4 0 31 Oct 2022
Li3DeTr: A LiDAR based 3D Detection Transformer Gopi Krishna Erabati Helder Araújo ViT 3DPC 104 13 0 27 Oct 2022
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection Xin Li Botian Shi Yuenan Hou Xingjiao Wu Tianlong Ma Yikang Li Liangbo He 3DPC 10 49 0 18 Oct 2022
INT: Towards Infinite-frames 3D Detection with An Efficient Framework Jianyun Xu Zhenwei Miao Da Zhang Hongyu Pan Kai Liu Peihan Hao Jun Zhu Zhengyang Sun Hongming Li Xin Zhan 33 17 0 30 Sep 2022
From One to Many: Dynamic Cross Attention Networks for LiDAR and Camera Fusion Rui Wan Shuangjie Xu Wei Wu Xiaoyi Zou Tongyi Cao 3DPC 14 4 0 25 Sep 2022
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion Fabian Duffhauss Ngo Anh Vien Hanna Ziesche Gerhard Neumann 28 4 0 22 Sep 2022
Rethinking Dimensionality Reduction in Grid-based 3D Object Detection Dihe Huang Ying Chen Yikang Ding Jinli Liao Jianlin Liu Kaiteng Wu Qiang Nie Y. Liu Chengjie Wang Zhiheng Li 3DPC 52 10 0 20 Sep 2022
FFPA-Net: Efficient Feature Fusion with Projection Awareness for 3D Object Detection Chaokang Jiang Guangming Wang Jinxing Wu Yanzi Miao Hesheng Wang 3DPC 27 5 0 15 Sep 2022
Multi-modal Streaming 3D Object Detection Mazen Abdelfattah Kaiwen Yuan Z. J. Wang Rabab Ward 3DPC 21 7 0 12 Sep 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 35 59 0 26 Jul 2022
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinhong Jiang Feng Zhao 3DPC 27 80 0 21 Jul 2022
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems Luke Chen Mohanad Odema Mohammad Abdullah Al Faruque 19 4 0 18 Jul 2022
Paint and Distill: Boosting 3D Object Detection with Semantic Passing Network Bo Ju Zhikang Zou Xiaoqing Ye Minyue Jiang Xiao Tan Errui Ding Jingdong Wang 3DPC 11 11 0 12 Jul 2022
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation Yifan Zhang Qijian Zhang Zhiyu Zhu Junhui Hou Yixuan Yuan 3DPC 34 52 0 06 Jul 2022
Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds Wu Zheng Li Jiang Fanbin Lu Yangyang Ye Chi-Wing Fu 3DPC ObjD 32 9 0 03 Jul 2022
Boosting 3D Object Detection by Simulating Multimodality on Point Clouds Wu Zheng Ming-Hong Hong Li Jiang Chi-Wing Fu 3DPC 23 30 0 30 Jun 2022
Voxel Field Fusion for 3D Object Detection Yanwei Li Xiaojuan Qi Yukang Chen Liwei Wang Zeming Li Jian-jun Sun Jiaya Jia 106 79 0 31 May 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 21 53 0 30 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 19 398 0 27 May 2022
Focal Sparse Convolutional Networks for 3D Object Detection Yukang Chen Yanwei Li X. Zhang Jian-jun Sun Jiaya Jia 3DPC 40 201 0 26 Apr 2022
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection Yanan Zhang Jiaxin Chen Di Huang ViT 3DPC 29 59 0 01 Apr 2022
ImpDet: Exploring Implicit Fields for 3D Object Detection Xuelin Qian Li Wang Yishuang Zhu Li Zhang Yanwei Fu Xiangyang Xue 3DPC 18 6 0 31 Mar 2022
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers Xuyang Bai Zeyu Hu Xinge Zhu Qingqiu Huang Yilun Chen Hongbo Fu Chiew-Lan Tai ViT 3DPC 17 584 0 22 Mar 2022
Analyzing General-Purpose Deep-Learning Detection and Segmentation Models with Images from a Lidar as a Camera Sensor Xianjia Yu Sahar Salimpour Jorge Peña Queralta Tomi Westerlund 21 11 0 08 Mar 2022
Dense Voxel Fusion for 3D Object Detection Anas Mahmoud Jordan S. K. Hu Steven L. Waslander 3DPC 18 45 0 02 Mar 2022
Survey and Systematization of 3D Object Detection Models and Methods Moritz Drobnitzky J. Friederich Bernhard Egger Patrick Zschech 3DPC 21 11 0 23 Jan 2022
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection Zehui Chen Zhenyu Li Shiquan Zhang Liangji Fang Qinghong Jiang Feng Zhao Bolei Zhou Hang Zhao 3DPC 30 118 0 17 Jan 2022
SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection Chen Chen Zhe Chen Jing Zhang Dacheng Tao 3DPC 25 119 0 06 Jan 2022
EPNet++: Cascade Bi-directional Fusion for Multi-Modal 3D Object Detection Zhe Liu Tengteng Huang Binglin Li Xiwu Chen Xi Wang Xiang Bai 3DPC 14 100 0 21 Dec 2021
Voxelized 3D Feature Aggregation for Multiview Detection Jiahao Ma Jinguang Tong Shan Wang Wei-Ye Zhao Zicheng Duan Chuong H. Nguyen 27 5 0 07 Dec 2021
SGM3D: Stereo Guided Monocular 3D Object Detection Zheyuan Zhou Liang Du Xiaoqing Ye Zhikang Zou Xiao Tan Li Zhang Xiangyang Xue Jianfeng Feng MDE 19 33 0 03 Dec 2021
CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles Kareem M. Metwaly Aerin Kim E. Branson V. Monga 27 4 0 16 Nov 2021