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Flexible Robotic Grasping Strategy with Constrained Region in Environment 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 552-563
作者:  Chao Ma;  Hong Qiao;  Rui Li;  Xiao-Qing Li
浏览  |  Adobe PDF(1348Kb)  |  收藏  |  浏览/下载：245/96  |  提交时间：2021/02/23
Grasping strategy  compliant grasping  dexterous robotic hands  attractive region in environment  constrained region in environment.  
Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：188/29  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
PLS-CCA Heterogeneous Features Fusion-based Low-resolution Human Detection Method for Outdoor Video Surveillance 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 2, 页码: 136-146
作者:  Hong-Kai Chen;  Xiao-Guang Zhao;  Shi-Ying Sun;  Min Tan
浏览  |  Adobe PDF(13495Kb)  |  收藏  |  浏览/下载：207/38  |  提交时间：2021/02/23
Low-resolution human detection  partial least squares  canonical correlation analysis  heterogeneous features  outdoor video surveillance.  
Discriminative Multimodal Embedding for Event Classication 期刊论文
Journal of Nerual Computing, 2017, 卷号: Volume, 期号: Issue, 页码: pp
作者:  Qi,Fan;  Yang,Xiaoshan;  Zhang,Tianzhu;  Xu,Changsheng
浏览  |  Adobe PDF(4696Kb)  |  收藏  |  浏览/下载：312/97  |  提交时间：2018/10/10
Event Classi cation  Multimodal Embedding  
Feature Distilled Tracking 期刊论文
IEEE Transaction on Cybernetics, 2017, 期号: 0, 页码: 0
作者:  Zhu Guibo;  Jinqiao Wang;  Peisong Wang;  Yi Wu;  Hanqing Lu
浏览  |  Adobe PDF(2450Kb)  |  收藏  |  浏览/下载：542/146  |  提交时间：2018/10/10
Correlation Filter  Model Compression  Visual Tracking  
Multi angle optimal pattern-based deep learning for automatic facial expression recognition 期刊论文
Pattern Recognition Letters, 2017, 期号: XX, 页码: 1-9
作者:  Jain Deepak Kumar;  Zhang Zhang;  Huang Kaiqi;  Kaiqi Huang
浏览  |  Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：358/128  |  提交时间：2018/06/19
Stm  Surf  Cnn  Lstm  
High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 8, 页码: 1-26
作者:  Sun, Xiaofeng;  Lin, Xiangguo;  Shen, Shuhan;  Hu, Zhanyi
浏览  |  Adobe PDF(18038Kb)  |  收藏  |  浏览/下载：320/58  |  提交时间：2018/03/03
Semantic Labeling  Random Forest  Conditional Random Field  Differential Morphological Profile  Ensemble Learning  
Robust Target Tracking by Online Random Forests and Superpixels 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2017, 期号: 99, 页码: 1 - 1
作者:  Wang, Wei;  Wang, Chunping;  Liu, Si;  Zhang, Tianzhu;  Cao, Xiaochun
浏览  |  Adobe PDF(7365Kb)  |  收藏  |  浏览/下载：368/135  |  提交时间：2018/02/07
Superpixels  Vision Tracking  Online Random Forests  Joint Discriminative Model  
Residential energy scheduling for variable weather solar energy based on adaptive dynamic programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 5, 期号: 1, 页码: 36-46
作者:  Liu DR(刘德荣);  Xu YC(徐延才);  Wei QL(魏庆来);  Xinliang Liu
浏览  |  Adobe PDF(2171Kb)  |  收藏  |  浏览/下载：602/204  |  提交时间：2018/01/18
Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Control Strategy  Residential Energy Management  Smart Grid  
Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2017, 卷号: PP, 期号: 99, 页码: 1-12
作者:  Shihui Ying;  Zhijie Wen;  Jun Shi;  Yaxin Peng;  Jigen Peng;  Hong Qiao
浏览  |  Adobe PDF(3665Kb)  |  收藏  |  浏览/下载：490/208  |  提交时间：2018/01/06
Classification  Distance Metric Learning  Intrinsic Algorithm  Matrix Manifold  Semisupervised Learning.