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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
PreSTNet: Pre-trained Spatio-Temporal Network for traffic forecasting 期刊论文
INFORMATION FUSION, 2024, 卷号: 106, 页码: 13
作者:  Fang, Shen;  Ji, Wei;  Xiang, Shiming;  Hua, Wei
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Traffic forecasting  Spatio-temporal graph neural network  Pre-training  
Extracting Muscle Geometrical Features With a Fabric-Based Wearable Sensor for Human Motion Intent Recognition 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: 1-11
作者:  Zheng EH(郑恩昊);  Jiacheng Wan;  Nanxing Hu;  Qining Wang
Adobe PDF(2867Kb)  |  收藏  |  浏览/下载：32/15  |  提交时间：2024/06/25
Sensors  Robot sensing systems  Muscles  Wearable sensors  Shape  Force  Feature extraction  Fabric-based sensors  human motion recognition  muscle features  wearable sensing  
Adaptive Scaling and Reffned Pyramid Feature Fusion Network for Scene Text Segmentation 期刊论文
ICDAR2024, 2024, 页码: 1
作者:  Li TZ(李天佐);  Zhang H(张恒);  Li XH(李晓辉);  Yin F(殷飞)
Adobe PDF(982Kb)  |  收藏  |  浏览/下载：38/13  |  提交时间：2024/06/24
An Approach for Handwritten Chinese Text Recognition Unifying Character Segmentation and Recognition 期刊论文
Pattern Recognition, 2024, 页码: 110373
作者:  MingMing Yu（于明明）;  Zhang H(张恒);  Fei Yin（殷飞）;  Cheng-Lin Liu（刘成林）
Adobe PDF(5849Kb)  |  收藏  |  浏览/下载：48/18  |  提交时间：2024/06/24
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1881-1897
作者:  Gao, Jin;  Lu, Yan;  Qi, Xiaojuan;  Kou, Yutong;  Li, Bing;  Li, Liang;  Yu, Shan;  Hu, Weiming
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：41/16  |  提交时间：2024/06/21
Visualization  Training  Adaptation models  Data models  Optimization  Task analysis  Robustness  Online learning  few-shot online adaptation  visual tracking  continual learning  recursive least-squares estimation  
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：40/15  |  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  
HIDE: Hierarchical iterative decoding enhancement for multi-view 3D human parameter regression 期刊论文
Computer Animation and Virtual Worlds, 2024, 卷号: 35, 期号: 35, 页码: 3
作者:  Lin WT(林伟涛);  Zhang JG(张吉光);  Meng WL(孟维亮);  Liu XL(刘湘龙);  Zhang XP(张晓鹏)
Adobe PDF(11125Kb)  |  收藏  |  浏览/下载：27/5  |  提交时间：2024/06/11
3D human mesh recovery  body modeling  computer vision  deep learning  
Pavement Defect Detection with Deep Learning: A Comprehensive Survey 期刊论文
IEEE Transactions on Intelligent Vehicles, 2023, 卷号: 9, 期号: 3, 页码: 4292 - 4311
作者:  Lili Fan;  Dandan Wang;  Junhao Wang;  Yunjie Li;  Yifeng Cao;  Yi Liu;  Xiaoming Chen;  Yutong Wang
Adobe PDF(6287Kb)  |  收藏  |  浏览/下载：51/13  |  提交时间：2024/06/06
Deep learning  pavement defect detection  computer vision  image processing  3D image  
FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 页码: 1-13
作者:  Guangzheng Hu;  Yuanheng Zhu;  Haoran Li;  Dongbin Zhao
Adobe PDF(2144Kb)  |  收藏  |  浏览/下载：44/8  |  提交时间：2024/06/05
Games  Q-learning  Task analysis  Optimization  Convergence  Training  Nash equilibrium  Multi-agent reinforcement learning  minimax-Q learning  two-team zero-sum Markov games