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Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  Favorite  |  View/Download:12/0  |  Submit date:2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
Authors:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
Adobe PDF(1593Kb)  |  Favorite  |  View/Download:11/1  |  Submit date:2021/06/11
Convex optimization  differentiable optimization  machine learning  
A Noniterative Simultaneous Rigid Registration Method for Serial Sections of Biological Tissues 期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 3, 页码: 14
Authors:  Shu, Chang;  Li, Lin-Lin;  Li, Guoqing;  Chen, Xi;  Han, Hua
View  |  Adobe PDF(3363Kb)  |  Favorite  |  View/Download:68/9  |  Submit date:2020/06/22
image registration  volume reconstruction from series of microscopy sections  constrained simultaneous registration problem  noniterative algorithm  
On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis 期刊论文
IEEE Transactions on Cybernetics, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Peijun Ye;  Bin Tian;  Yisheng Lv;  Qijie Li;  Fei-Yue Wang
View  |  Adobe PDF(1310Kb)  |  Favorite  |  View/Download:39/14  |  Submit date:2020/10/15
Agent-based simulation, bilevel optimization, iterative proportional updating (IPU), population synthesis  
Study on Statistical Outlier Detection and Labelling 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 788-811
Authors:  Paweł D. Domański
View  |  Adobe PDF(3534Kb)  |  Favorite  |  View/Download:8/1  |  Submit date:2021/02/22
Outlier detection  control loop quality  statistical analysis  robust estimation  heavy tails.  
An Iterative Pose Estimation Algorithm Based on Epipolar Geometry With Application to Multi-Target Tracking 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 942-953
Authors:  Jacob H. White;  Randal W. Beard
View  |  Adobe PDF(10724Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/03/11
Aerial robotics  epipolar geometry  multi-target tracking  pose estimation  unmanned aircraft systems  vision-based flight  
Learning 3D Human Shape and Pose from Dense Body Parts 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 0, 期号: 0, 页码: 0
Authors:  Zhang, Hongwen;  Cao, Jie;  Lu, Guo;  Ouyang, Wanli;  Sun, Zhenan
Adobe PDF(4759Kb)  |  Favorite  |  View/Download:24/3  |  Submit date:2021/06/16
3D human shape and pose estimation  decompose-and-aggregate network  position-aided rotation feature refinement  part-based dropout  
Grasping Marine Products With Hybrid-Driven Underwater Vehicle-Manipulator System 期刊论文
IEEE Transactions on Automation Science and Engineering, 2020, 卷号: 17, 期号: 无, 页码: 无
Authors:  Cai, Mingxue;  Wang, Yu;  Wang, Shuo;  Wang, Rui;  Ren, Yong;  Tan, Min
View  |  Adobe PDF(5519Kb)  |  Favorite  |  View/Download:120/41  |  Submit date:2020/05/07
Hybrid-driven Underwater Vehicle-manipulator System (Hd-uvms)  Robot Control System  Underwater Manipulation  
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
Authors:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
View  |  Adobe PDF(1959Kb)  |  Favorite  |  View/Download:114/24  |  Submit date:2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification  
Mixture probabilistic model for precipitation ensemble forecasting 期刊论文
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2019, 卷号: 145, 期号: 725, 页码: 19
Authors:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
Adobe PDF(4238Kb)  |  Favorite  |  View/Download:94/0  |  Submit date:2019/12/16
ensemble forecast  post-processing  precipitation  probabilistic forecast