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Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares Approximation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2019, 卷号: 30, 期号: 2, 页码: 474-485
Authors:  Chang, Xiangyu;  Zhong, Yan;  Wang Y(王尧);  Lin SB(林绍波)
Adobe PDF(1882Kb)  |  Favorite  |  View/Download：104/21  |  Submit date：2018/07/31
Degrees of freedom  low-rank matrix estimate  multivariate linear regression  multivariate quantile regression (QR)  
Speedup 3-D Texture-Less Object Recognition Against Self-Occlusion for Intelligent Manufacturing 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 11, 页码: 3887-3897
Authors:  Cong Y(丛杨);  Tian DY(田冬英);  Feng Y(冯云);  Fan BJ(范保杰);  Yu HB(于海斌)
Adobe PDF(3419Kb)  |  Favorite  |  View/Download：324/57  |  Submit date：2018/08/08
Hough voting  hypothesis generation  k-d tree  local reference frame (LRF)  object recognition  pose estimation  
Visualization of the Image Geometric Transformation Group Based on Riemannian Manifold 期刊论文
IEEE Access, 2019, 卷号: 7, 页码: 105531-105545
Authors:  Liu TC(刘天赐);  Shi ZL(史泽林);  Liu YP(刘云鹏)
Adobe PDF(2344Kb)  |  Favorite  |  View/Download：151/28  |  Submit date：2019/09/07
Geometric transformation  visualization  motion group  Riemannian manifold  
Fast Learning With Polynomial Kernels 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 10, 页码: 3780-3792
Authors:  Lin SB(林绍波);  Zeng, Jinshan
Adobe PDF(1160Kb)  |  Favorite  |  View/Download：63/11  |  Submit date：2018/07/31
Kernel Methods  Learning Systems  Learning Theory  Polynomial Kernel  
Low-cost biometric recognition system based on NIR palm vein image 期刊论文
IET BIOMETRICS, 2019, 卷号: 8, 期号: 3, 页码: 206-214
Authors:  Wu W(吴微);  Elliott, Stephen John;  Lin S(林森);  Yuan, Weiqi
Adobe PDF(2505Kb)  |  Favorite  |  View/Download：105/21  |  Submit date：2019/05/12
Learning joint space–time–frequency features for EEG decoding on small labeled data 期刊论文
Neural Networks, 2019, 卷号: 114, 页码: 67-77
Authors:  Zhao DY(赵冬晔);  Tang FZ(唐凤珍);  Si BL(斯白露);  Feng XS(封锡盛)
Adobe PDF(797Kb)  |  Favorite  |  View/Download：270/60  |  Submit date：2019/04/13
Brain-computer interfaces  Convolutional neural network  Joint space–time–frequency feature learning  Subject-to-subject weight transfer  Small labeled data  
Adaptive Hybrid Classifier for Myoelectric Pattern Recognition Against the Interferences of Outlier Motion, Muscle Fatigue, and Electrode Doffing 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 卷号: 27, 期号: 5, 页码: 1071-1080
Authors:  Ding QC(丁其川);  Zhao XG(赵新刚);  Han JD(韩建达);  Bu CG(卜春光);  Wu CD(吴成东)
Adobe PDF(2259Kb)  |  Favorite  |  View/Download：191/53  |  Submit date：2019/06/18
Surface electromyography (sEMG)  myoelectric prosthesis  adaptive classifier  online update  
Hybrid incremental learning of new data and new classes for hand-held object recognition 期刊论文
Journal of Visual Communication and Image Representation, 2019, 卷号: 58, 页码: 138-148
Authors:  Chen, Chengpeng;  Min WQ(闵巍庆);  Li, Xue;  Jiang SQ(蒋树强)
Adobe PDF(2703Kb)  |  Favorite  |  View/Download：162/29  |  Submit date：2018/12/16
Incremental learning  Object recognition  SVM  Human-machine interaction  
玉米籽粒激光切片定位技术 期刊论文
农业机械学报, 2019, 卷号: 50, 期号: 1, 页码: 35-41
Authors:  魏英姿;  谭龙田;  谷侃锋;  杨继兰;  曹雪萍
Adobe PDF(536Kb)  |  Favorite  |  View/Download：79/10  |  Submit date：2019/02/24
玉米籽粒  激光切片  定位  相关性滤波器  二分均值聚类  
DSP implementation of a neural network vector controller for IPM motor drives 期刊论文
Energies, 2019, 卷号: 12, 期号: 13, 页码: 1-17
Authors:  Sun, Yang;  Li SH(李署辉);  Ramezani, Malek;  Balasubramanian, Bharat;  Bian J(卞晶);  Gao, Yixiang
Adobe PDF(3701Kb)  |  Favorite  |  View/Download：72/11  |  Submit date：2019/08/04
permanent-magnet synchronous motor (PMSM)  vector control  approximate dynamic programming (ADP)  artificial neural network (ANN)  digital signal processor (DSP) implementation  real-time control  linear and over-modulation