Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion

18 March 2022

Liang Xie

Papers citing "Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion"

50 / 72 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 82 2 0 25 Apr 2025
A Multimodal Hybrid Late-Cascade Fusion Network for Enhanced 3D Object Detection Carlo Sgaravatti Roberto Basla Riccardo Pieroni Matteo Corno S. Savaresi Luca Magri Giacomo Boracchi 3DPC 49 0 0 25 Apr 2025
LiDPM: Rethinking Point Diffusion for Lidar Scene Completion Tetiana Martyniuk Gilles Puy Alexandre Boulch Renaud Marlet Raoul de Charette DiffM 48 0 0 24 Apr 2025
RefComp: A Reference-guided Unified Framework for Unpaired Point Cloud Completion Yixuan Yang Jinyu Yang Zixiang Zhao Victor Sanchez Feng Zheng 34 0 0 18 Apr 2025
Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement Zaipeng Duan Xuzhong Hu Pei An Jie Ma 3DPC 52 0 0 02 Apr 2025
Distilling Monocular Foundation Model for Fine-grained Depth Completion Yingping Liang Yutao Hu Wenqi Shao Ying Fu MDE 47 0 0 21 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
VaLID: Verification as Late Integration of Detections for LiDAR-Camera Fusion Vanshika Vats Marzia Binta Nizam James Davis 3DPC 69 0 0 21 Feb 2025
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Xiaohu Lu H. Radha 80 0 0 11 Dec 2024
MIPD: A Multi-sensory Interactive Perception Dataset for Embodied Intelligent Driving Zhiwei Li Tingzhen Zhang Meihua Zhou Dandan Tang Pengwei Zhang Wenzhuo Liu Qiaoning Yang Tianyu Shen Kunfeng Wang Huaping Liu 39 1 0 08 Nov 2024
FSMDet: Vision-guided feature diffusion for fully sparse 3D detector Tianran Liu Morteza Mousa Pasandi R. Laganière DiffM MedIm 36 0 0 11 Sep 2024
Multi-scale Feature Fusion with Point Pyramid for 3D Object Detection Weihao Lu Dezong Zhao Cristiano Premebida Li Zhang Wenjing Zhao Daxin Tian 3DPC 27 0 0 06 Sep 2024
TraIL-Det: Transformation-Invariant Local Feature Networks for 3D LiDAR Object Detection with Unsupervised Pre-Training Li Li Tanqiu Qiao Hubert P. H. Shum T. Breckon 3DPC 50 2 0 25 Aug 2024
Semi-supervised 3D Object Detection with PatchTeacher and PillarMix Xiaopei Wu Liang Peng Liang Xie Yuenan Hou Binbin Lin Xiaoshui Huang Haifeng Liu Deng Cai Wanli Ouyang 3DPC 24 4 0 13 Jul 2024
MARS: Multimodal Active Robotic Sensing for Articulated Characterization Hongliang Zeng Ping Zhang Chengjiong Wu Jiahua Wang Tingyu Ye Fang Li 29 1 0 01 Jul 2024
Depth Prompting for Sensor-Agnostic Depth Estimation Jin-Hwi Park Chanhwi Jeong Junoh Lee Hae-Gon Jeon MDE VLM 43 7 0 20 May 2024
RGB Guided ToF Imaging System: A Survey of Deep Learning-based Methods Xin Qiao Matteo Poggi Pengchao Deng Hao Wei Chenyang Ge S. Mattoccia 34 3 0 16 May 2024
Towards Consistent Object Detection via LiDAR-Camera Synergy Kai Luo Hao Wu Kefu Yi Kailun Yang Wei Hao Rongdong Hu 43 1 0 02 May 2024
Commonsense Prototype for Outdoor Unsupervised 3D Object Detection Hai Wu Shijia Zhao Xun Huang Chenglu Wen Xin Li Cheng-i Wang 3DPC 30 5 0 25 Apr 2024
Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data Aakash Kumar Chen Chen Ajmal Saeed Mian N. Lobo Mubarak Shah 3DPC 46 1 0 10 Apr 2024
3D Object Detection from Point Cloud via Voting Step Diffusion Haoran Hou Mingtao Feng Zijie Wu Weisheng Dong Qing Zhu Yaonan Wang Ajmal Saeed Mian DiffM 3DPC 43 4 0 21 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 29 10 0 12 Mar 2024
Leveraging Anchor-based LiDAR 3D Object Detection via Point Assisted Sample Selection Shi-tao Chen Haolin Zhang Nanning Zheng 3DPC 36 0 0 04 Mar 2024
Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection Xun Huang Hai Wu Xin Li Xiaoliang Fan Chenglu Wen Cheng-i Wang 35 6 0 28 Feb 2024
First-principles Based 3D Virtual Simulation Testing for Discovering SOTIF Corner Cases of Autonomous Driving Lehang Li Haokuan Wu Botao Yao Tianyu He Shuohan Huang Chuanyi Liu 27 1 0 22 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
Hybrid Pooling and Convolutional Network for Improving Accuracy and Training Convergence Speed in Object Detection Shiwen Zhao Wei Wang Junhui Hou Haihang Wu ObjD 26 0 0 02 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 26 1 0 26 Dec 2023
MonoLSS: Learnable Sample Selection For Monocular 3D Detection Zhenjia Li Jinrang Jia Yifeng Shi 38 12 0 22 Dec 2023
Detecting As Labeling: Rethinking LiDAR-camera Fusion in 3D Object Detection Junjie Huang Yun Ye Zhujin Liang Yi Shan Dalong Du 3DPC 32 17 0 13 Nov 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 33 0 0 27 Oct 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 34 8 0 24 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
FGFusion: Fine-Grained Lidar-Camera Fusion for 3D Object Detection Zixuan Yin Han Sun Ningzhong Liu Huiyu Zhou Jiaquan Shen 3DPC 23 5 0 21 Sep 2023
Semantics-aware LiDAR-Only Pseudo Point Cloud Generation for 3D Object Detection Tiago Cortinhal Idriss Gouigah E. Aksoy 3DPC 31 5 0 16 Sep 2023
SupFusion: Supervised LiDAR-Camera Fusion for 3D Object Detection Yiran Qin Chaoqun Wang Zijian Kang Ningning Ma Zhen Li Ruimao Zhang 3DPC 35 10 0 13 Sep 2023
PG-RCNN: Semantic Surface Point Generation for 3D Object Detection Inyong Koo Inyoung Lee Se-Ho Kim Heeseon Kim Woo-Jin Jeon Changick Kim 3DPC 30 24 0 24 Jul 2023
MLF-DET: Multi-Level Fusion for Cross-Modal 3D Object Detection Zewei Lin Yanqing Shen Sanping Zhou Shi-tao Chen Nanning Zheng 3DPC 25 4 0 18 Jul 2023
LiDAR-BEVMTN: Real-Time LiDAR Bird's-Eye View Multi-Task Perception Network for Autonomous Driving S. Mohapatra S. Yogamani V. Kumar Stefan Milz H. Gotzig Patrick Mäder 3DPC 42 1 0 17 Jul 2023
A survey on deep learning approaches for data integration in autonomous driving system Xi Zhu Likang Wang Caifa Zhou Xiya Cao Yue Gong L. Chen 36 1 0 17 Jun 2023
MoDAR: Using Motion Forecasting for 3D Object Detection in Point Cloud Sequences Yingwei Li C. Qi Yin Zhou Chenxi Liu Drago Anguelov 3DPC 21 10 0 05 Jun 2023
NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization Zhixiang Min Bingbing Zhuang S. Schulter Buyu Liu Enrique Dunn Manmohan Chandraker 3DPC 49 19 0 28 May 2023
Learning Occupancy for Monocular 3D Object Detection Liang Peng Jun Xu Haoran Cheng Zheng Yang Xiaopei Wu Wei Qian Wenxiao Wang Boxi Wu Deng Cai 3DPC 39 25 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 32 6 0 12 May 2023
PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer Honghui Yang Wenxiao Wang Minghao Chen Binbin Lin Tong He Huaguan Chen Xiaofei He Wanli Ouyang 3DPC ViT 29 34 0 11 May 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 26 15 0 09 Apr 2023
EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection Haotian Hu Fanyi Wang Jingwen Su Yaonong Wang Laifeng Hu Weiye Fang Jingwei Xu Zhiwang Zhang 49 29 0 31 Mar 2023
Unsupervised Adaptation from Repeated Traversals for Autonomous Driving Yurong You Cheng Perng Phoo Katie Z Luo Travis Zhang Wei-Lun Chao Bharath Hariharan Mark E. Campbell Kilian Q. Weinberger 18 12 0 27 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D Structure Colton Stearns Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas J. Guibas 3DPC 13 1 0 21 Mar 2023