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Safe Motion Planning for Autonomous Vehicles by Quantifying Uncertainties of Deep Learning-Enabled Environment Perception 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2318-2332
作者:  Li, Dachuan;  Liu, Bowen;  Huang, Zijian;  Hao, Qi;  Zhao, Dezong;  Tian, Bin
收藏  |  浏览/下载:19/0  |  提交时间:2024/07/22
Uncertainty  Planning  Three-dimensional displays  Decision making  Detectors  Trajectory  Probabilistic logic  Autonomous driving  motion planning  object detection  Bayesian deep learning  uncertainty quantification  
Hard-Soft Pseudo Labels Guided Semi-Supervised Learning for Point Cloud Classification 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 1059-1063
作者:  He, Yuan;  Hu, Guyue;  Yu, Shan
收藏  |  浏览/下载:10/0  |  提交时间:2024/07/22
Point cloud compression  Training  Three-dimensional displays  Self-supervised learning  Semisupervised learning  Task analysis  Unsupervised learning  Point cloud  3D vision  semi-supervised learning  contrastive learning  pseudo label  
Super Sparse 3D Object Detection 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 10, 页码: 12490-12505
作者:  Fan, Lue;  Yang, Yuxue;  Wang, Feng;  Wang, Naiyan;  Zhang, Zhaoxiang
收藏  |  浏览/下载:17/0  |  提交时间:2024/07/03
Feature extraction  Detectors  Point cloud compression  Three-dimensional displays  Proposals  Object detection  Laser radar  3D object detection  autonomous driving  instance segmentation  LiDAR  point clustering  sparse  temporal fusion  waymo open dataset  
Recognizing Predictive Substructures With Subgraph Information Bottleneck 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1650-1663
作者:  Yu, Junchi;  Xu, Tingyang;  Rong, Yu;  Bian, Yatao;  Huang, Junzhou;  He, Ran
收藏  |  浏览/下载:10/0  |  提交时间:2024/07/03
Three-dimensional displays  Mutual information  Task analysis  Optimization  Training  Redundancy  Computer vision  Graph convolutional network  subgraph information bottleneck  graph classification  
SASAN: Shape-Adaptive Set Abstraction Network for Point-Voxel 3D Object Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:  Zhang, Hui;  Luo, Guiyang;  Wang, Xiao;  Li, Yidong;  Ding, Weiping;  Wang, Fei-Yue
收藏  |  浏览/下载:19/0  |  提交时间:2024/07/03
Feature extraction  Three-dimensional displays  Detectors  Object detection  Proposals  Point cloud compression  Shape  3D object detection  autonomous driving  point-voxel detectors  
Inverse Kinematics Embedded Network for Robust Patient Anatomy Avatar Reconstruction From Multimodal Data 期刊论文
IEEE Robotics and Automation Letters, 2024, 卷号: 9, 期号: 4, 页码: 3395-3402
作者:  Tongxi Zhou;  Mingcong Chen;  Guanglin Cao;  Jian, Hu;  Hongbin Liu
Adobe PDF(4590Kb)  |  收藏  |  浏览/下载:57/18  |  提交时间:2024/06/11
Image reconstruction  Kinematics  Three-dimensional displays  Image color analysis  Biomedical imaging  Avatars  Solid modeling  Gesture  posture and facial expressions  deep learning for visual perception  modeling and simulating humans  RGB-D perception  
Dual-Path Transformer for 3D Human Pose Estimation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 5, 页码: 3260-3270
作者:  Zhou Lu;  Chen Yingying;  Wang Jinqiao
Adobe PDF(2410Kb)  |  收藏  |  浏览/下载:60/23  |  提交时间:2024/06/03
Transformers  Three-dimensional displays  Pose estimation  Task analysis  Solid modeling  Feature extraction  Benchmark testing  3D human pose estimation  transformer  motion  distillation  
BotanicGarden: A High-Quality Dataset for Robot Navigation in Unstructured Natural Environments 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 卷号: 9, 期号: 3, 页码: 2798-2805
作者:  Liu, Yuanzhi;  Fu, Yujia;  Qin, Minghui;  Xu, Yufeng;  Xu, Baoxin;  Chen, Fengdong;  Goossens, Bart;  Sun, Poly Z. H.;  Yu, Hongwei;  Liu, Chun;  Chen, Long;  Tao, Wei;  Zhao, Hui
收藏  |  浏览/下载:33/0  |  提交时间:2024/05/30
Robots  Navigation  Simultaneous localization and mapping  Three-dimensional displays  Global navigation satellite system  Electronic mail  Laser radar  Data sets for SLAM  field robots  data sets for robotic vision  navigation  unstructured environments  
ImFusion: Boosting Two-Stage 3D Object Detection via Image Candidates 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 241-245
作者:  Tao, Manli;  Zhao, Chaoyang;  Wang, Jinqiao;  Tang, Ming
Adobe PDF(3506Kb)  |  收藏  |  浏览/下载:90/10  |  提交时间:2024/03/26
Three-dimensional displays  Proposals  Object detection  Feature extraction  Point cloud compression  Aggregates  Sun  3D object detection  image candidates  pseudo 3D proposal  target missing  
3D deployment of UAV-mounted base stations for heterogeneous access requirements 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 143, 页码: 15
作者:  Ai, Xiaolin;  Pu, Zhiqiang;  Chai, Xinghua;  Lei, Jinlin;  Yi, Jianqiang
收藏  |  浏览/下载:74/0  |  提交时间:2024/02/22
Three-dimensional (3D) deployment  Multi-UAV-mounted base stations (BSs)  Non-uniform quality of service (QoS)  requirements  Obstacle avoidance