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Robust Visual Tracking Via Consistent Low-Rank Sparse Learning 期刊论文
International Journal of Computer Vision, 2015, 卷号: 111, 期号: 2, 页码: 171-190
作者:  Zhang, Tianzhu;  Liu, Si;  Ahuja, Narendra;  Yang, Ming-Hsuan;  Ghanem, Bernard;  Si Liu
浏览  |  Adobe PDF(3975Kb)  |  收藏  |  浏览/下载：522/174  |  提交时间：2017/02/23
Visual Tracking  Temporal Consistency  Sparse Representation  Low-rank Representation  
Data-driven H∞ control for nonlinear distributed parameter systems 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2015, 卷号: 26, 期号: 11, 页码: 2949-2961
作者:  Luo, Biao;  Huang, Tingwen;  Wu, Huai-Ning;  Yang, Xiong
浏览  |  Adobe PDF(1844Kb)  |  收藏  |  浏览/下载：360/139  |  提交时间：2016/10/28
Data Driven  
Off-policy reinforcement learning for H∞ control design 期刊论文
IEEE Transactions on Cybernetics, 2015, 卷号: 45, 期号: 1, 页码: 65-76
作者:  Luo, Biao;  Wu, Huai-Ning;  Huang, Tingwen
浏览  |  Adobe PDF(680Kb)  |  收藏  |  浏览/下载：227/62  |  提交时间：2016/04/08
Off-policy  
Adaptive Optimal Control of Highly Dissipative Nonlinear Spatially Distributed Processes With Neuro-Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 4, 页码: 684-696
作者:  Luo, Biao;  Wu, Huai-Ning;  Li, Han-Xiong
浏览  |  Adobe PDF(2465Kb)  |  收藏  |  浏览/下载：339/106  |  提交时间：2016/03/30
Adaptive Optimal Control  Empirical Eigenfunction (Eef)  Highly Dissipative Partial Differential Equations (Pdes)  Neuro-dynamic Programming (Ndp)  Spatially Distributed Processes (Sdps)  
A Robust Tracking System for Low Frame Rate Video 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2015, 卷号: 115, 期号: 3, 页码: 279-304
作者:  Zhang, Xiaoqin;  Hu, Weiming;  Xie, Nianhua;  Bao, Hujun;  Maybank, Stephen
浏览  |  Adobe PDF(2788Kb)  |  收藏  |  浏览/下载：311/64  |  提交时间：2016/01/18
Low Frame Rate  Tracking  Dominant Color  Bin-ratio Matching Metric  Particle Swarm Optimization  
Unconstrained Multimodal Multi-Label Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 11, 页码: 1923-1935
作者:  Huang, Yan;  Wang, Wei;  Wang, Liang
浏览  |  Adobe PDF(3011Kb)  |  收藏  |  浏览/下载：495/212  |  提交时间：2016/01/18
Multi-label Learning  Multi-task Learning  Multimodal Learning  Restricted Boltzmann Machine  
Image Deblurring with Coupled Dictionary Learning 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2015, 卷号: 114, 期号: 2-3, 页码: 248-271
作者:  Xiang, Shiming;  Meng, Gaofeng;  Wang, Ying;  Pan, Chunhong;  Zhang, Changshui
浏览  |  Adobe PDF(7526Kb)  |  收藏  |  浏览/下载：343/78  |  提交时间：2015/10/13
Image Deblurring  Coupled Dictionary Learning  Sparse Representation  Multiple Kernel Deblurring  
A knowledge-and-data-driven modeling approach for simulating plant growth: A case study on tomato growth 期刊论文
ECOLOGICAL MODELLING, 2015, 卷号: 312, 页码: 363-373
作者:  Fan, Xing-Rong;  Kang, Meng-Zhen;  Heuvelink, Ep;  de Reffye, Philippe;  Hu, Bao-Gang;  Kang MZ(康孟珍)
浏览  |  Adobe PDF(1168Kb)  |  收藏  |  浏览/下载：515/65  |  提交时间：2015/09/23
Data-driven Model  Knowledge-driven Model  Greenlab  Knowledge-and-data-driven Model  Model Integration  Plant Growth Modeling  
Traffic Flow Prediction With Big Data: A Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 2, 页码: 865-873
作者:  Lv, Yisheng;  Duan, Yanjie;  Kang, Wenwen;  Li, Zhengxi;  Wang, Fei-Yue
浏览  |  Adobe PDF(1520Kb)  |  收藏  |  浏览/下载：3795/2343  |  提交时间：2015/09/21
Deep Learning  Stacked Autoencoders (Saes)  Traffic Flow Prediction  
Robust Rooftop Extraction From Visible Band Images Using Higher Order CRF 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 8, 页码: 4483-4495
作者:  Li, Er;  Femiani, John;  Xu, Shibiao;  Zhang, Xiaopeng;  Wonka, Peter;  Er Li, John Femiani, Shibiao Xu, Xiaopeng Zhang, Peter Wonka
浏览  |  Adobe PDF(3450Kb)  |  收藏  |  浏览/下载：387/99  |  提交时间：2015/09/21
Buildings  Rooftops Conditional Random Field (Crf)  Shadows