Multi-Task Multi-Sensor Fusion for 3D Object Detection

22 December 2020

Papers citing "Multi-Task Multi-Sensor Fusion for 3D Object Detection"

50 / 291 papers shown

Title
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement Runnan Fang Xiaobin Wang Yuan Liang Shuofei Qiao Jialong Wu ... N. Zhang Yong-feng Jiang Pengjun Xie Fei Huang H. Chen LLMAG 71 0 0 04 Apr 2025
Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras Hoonhee Cho Jae-Young Kang Y. Kim Kuk-Jin Yoon 3DPC 99 0 0 26 Feb 2025
Sparse Point Clouds Assisted Learned Image Compression Yiheng Jiang Haotian Zhang L. Li Dong Liu Zhu Li 3DPC 72 1 0 20 Dec 2024
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning Runjian Chen H. Zhang Avinash Ravichandran Wenqi Shao Alex Wong Ping Luo Ping Luo 3DPC 83 0 0 04 Dec 2024
Navigating Threats: A Survey of Physical Adversarial Attacks on LiDAR Perception Systems in Autonomous Vehicles Amira Guesmi Muhammad Shafique AAML 33 1 0 30 Sep 2024
RepVF: A Unified Vector Fields Representation for Multi-task 3D Perception Chunliang Li Wencheng Han Junbo Yin Sanyuan Zhao Jianbing Shen 32 3 0 15 Jul 2024
Computer vision tasks for intelligent aerospace missions: An overview Huilin Chen Qiyu Sun Fangfei Li Yang Tang 45 0 0 09 Jul 2024
BiCo-Fusion: Bidirectional Complementary LiDAR-Camera Fusion for Semantic- and Spatial-Aware 3D Object Detection Yang Song Lin Wang 42 3 0 27 Jun 2024
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation Yueru Luo Shuguang Cui Zhen Li 54 8 0 23 Jun 2024
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 46 1 0 27 May 2024
SpotNet: An Image Centric, Lidar Anchored Approach To Long Range Perception Louis Foucard Samar Khanna Yi Shi Chi-Kuei Liu Quinn Z Shen Thuyen Ngo Zi-Xiang Xia 3DPC 23 1 0 24 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
Monocular 3D lane detection for Autonomous Driving: Recent Achievements, Challenges, and Outlooks Fulong Ma Weiqing Qi Guoyang Zhao Linwei Zheng Sheng Wang Yuxuan Liu Ming-Yu Liu 82 9 0 10 Apr 2024
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications Huawei Sun Hao Feng Gianfranco Mauro Julius Ott Georg Stettinger Lorenzo Servadei Robert Wille MDE 25 4 0 09 Apr 2024
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection Junbo Yin Jianbing Shen Runnan Chen Wei Li Ruigang Yang Pascal Frossard Wenguan Wang 3DPC 34 31 0 22 Mar 2024
M2DA: Multi-Modal Fusion Transformer Incorporating Driver Attention for Autonomous Driving Dongyang Xu Haokun Li Qingfan Wang Ziying Song Lei Chen Hanming Deng 40 7 0 19 Mar 2024
EffiPerception: an Efficient Framework for Various Perception Tasks Xinhao Xiang Simon Dräger Jiawei Zhang VLM 43 0 0 18 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
AYDIV: Adaptable Yielding 3D Object Detection via Integrated Contextual Vision Transformer Tanmoy Dam Sanjay Bhargav Dharavath Sameer Alam Nimrod Lilith Supriyo Chakraborty Mir Feroskhan 35 3 0 12 Feb 2024
NIV-SSD: Neighbor IoU-Voting Single-Stage Object Detector From Point Cloud Shuai Liu Di Wang Quan Wang Kai Huang 3DPC 38 3 0 23 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
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 29 1 0 26 Dec 2023
Instance-aware 3D Semantic Segmentation powered by Shape Generators and Classifiers Bo Sun Qixing Huang Xiangru Huang 3DV 3DPC 32 0 0 21 Nov 2023
Deep learning for 3D Object Detection and Tracking in Autonomous Driving: A Brief Survey Yang Peng 3DPC 32 4 0 10 Nov 2023
mmFUSION: Multimodal Fusion for 3D Objects Detection Javed Ahmad Alessio Del Bue 3DPC 21 9 0 07 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
LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning Pedram Agand Mohammad Mahdavian Manolis Savva Mo Chen ViT 29 4 0 19 Oct 2023
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from Images Neema Jasika Owor Hang Du Abdulateef Daud Armstrong Aboah Y. Adu-Gyamfi 14 5 0 12 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
Multi-Modal Sensor Fusion and Object Tracking for Autonomous Racing Phillip Karle F. Fent Sebastian Huch Florian Sauerbeck Markus Lienkamp 30 31 0 12 Oct 2023
Joint object detection and re-identification for 3D obstacle multi-camera systems Irene Cortés Jorge Beltrán A. D. L. Escalera Fernando García 3DPC 17 0 0 09 Oct 2023
Influence of Camera-LiDAR Configuration on 3D Object Detection for Autonomous Driving Ye Li Hanjiang Hu Zuxin Liu Xiaohao Xu Xiaonan Huang Ding Zhao 3DPC 24 8 0 08 Oct 2023
Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge Alex C. Stutts Danilo Erricolo Sathya Ravi Theja Tulabandhula A. R. Trivedi 26 5 0 18 Sep 2023
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey Qinfeng Zhu Lei Fan Ningxin Weng 3DPC 26 34 0 23 Aug 2023
FocalFormer3D : Focusing on Hard Instance for 3D Object Detection Yilun Chen Zhiding Yu Yukang Chen Shiyi Lan Anima Anandkumar Jiaya Jia J. Álvarez 3DPC 33 49 0 08 Aug 2023
Cognitive TransFuser: Semantics-guided Transformer-based Sensor Fusion for Improved Waypoint Prediction Hwan-Soo Choi Jong-Lyul Jeong Young Cho Kuk-Jin Yoon Jong-hwan Kim 28 1 0 04 Aug 2023
FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration Zhiji Huang Sihao Lin Guiyu Liu Mukun Luo Chao Ye Hang Xu Xiaojun Chang Xiaodan Liang 38 6 0 31 Jul 2023
SA-BEV: Generating Semantic-Aware Bird's-Eye-View Feature for Multi-view 3D Object Detection Jinqing Zhang Yanan Zhang Qingjie Liu Yunhong Wang 33 25 0 21 Jul 2023
Multi-Task Cross-Modality Attention-Fusion for 2D Object Detection Huawei Sun Hao Feng Georg Stettinger Lorenzo Servadei Robert Wille 19 7 0 17 Jul 2023
Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey Pranav Singh Chib Pravendra Singh 24 109 0 10 Jul 2023
Artifacts Mapping: Multi-Modal Semantic Mapping for Object Detection and 3D Localization Federico Rollo G. Raiola Andrea Zunino Nikolaos Tsagarakis Arash Ajoudani 3DPC 18 4 0 03 Jul 2023
A Universal Semantic-Geometric Representation for Robotic Manipulation Tong Zhang Yingdong Hu Hanchen Cui Hang Zhao Yang Gao 70 17 0 18 Jun 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
Milestones in Autonomous Driving and Intelligent Vehicles Part II: Perception and Planning Long Chen Siyu Teng Bai Li X. Na Yuchen Li Zixuan Li Jinjun Wang Dongpu Cao N. Zheng Fei-Yue Wang 36 42 0 03 Jun 2023
DeepSTEP -- Deep Learning-Based Spatio-Temporal End-To-End Perception for Autonomous Vehicles Sebastian Huch Florian Sauerbeck Johannes Betz 35 3 0 11 May 2023
DualCross: Cross-Modality Cross-Domain Adaptation for Monocular BEV Perception Yunze Man Liangyan Gui Yu-xiong Wang 33 5 0 05 May 2023
TransCAR: Transformer-based Camera-And-Radar Fusion for 3D Object Detection Su Pang Daniel Morris H. Radha ViT 32 15 0 30 Apr 2023
Object Semantics Give Us the Depth We Need: Multi-task Approach to Aerial Depth Completion Sara Hatami Gazani Fardad Dadboud M. Bolic I. Mantegh H. Najjaran 3DPC 33 0 0 25 Apr 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 41 91 0 20 Apr 2023