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Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Yuan, Yuan;  Dong, Le;  Li, Xuelong
Adobe PDF(5662Kb)  |  收藏  |  浏览/下载：344/0  |  提交时间：2022/01/18
Tensors  TV  Hyperspectral imaging  Data models  Task analysis  Optimization  Data mining  Hyperspectral unmixing  low tensor rank  nonlocal similarity  nonnegative tensor factorization (NTF)  
TTH-RNN: Tensor-Train Hierarchical Recurrent Neural Network for Video Summarization 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3629-3637
作者:  Zhao, Bin;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：247/0  |  提交时间：2021/01/07
Recurrent neural networks  Training  Task analysis  Tensors  Matrix decomposition  Standards  Feature extraction  Hierarchical structure  tensor-train embedding layer  video summarization  
Infrared patch-tensor model with a new tensor nuclear norm for small target detection in the ground background 会议论文
Proceedings of 2020 IEEE International Conference on Information Technology, Big Data and Artificial Intelligence, ICIBA 2020, Chongqing, China, 2020-11-06
作者:  Li, Ruimei;  Yao, Dalei;  Qiu, Yuehong;  Bu, Fan;  Wang, Li
Adobe PDF(4489Kb)  |  收藏  |  浏览/下载：186/0  |  提交时间：2021/02/05
infrared patch-tensor  small target detection  tensor robust principal component analysis  local prior  sparse  
Dimensionality reduction based on parallel factor analysis model and independent component analysis method 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2019, 卷号: 13, 期号: 1
作者:  Yan, Ronghua;  Peng, Jinye;  Ma, Dongmei
Adobe PDF(4758Kb)  |  收藏  |  浏览/下载：211/0  |  提交时间：2019/04/29
dimensionality reduction  tensor processing  hyperspectral image  parallel factor analysis  independent component analysis  
Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 8, 页码: 3752-3767
作者:  Dai, Yimian;  Wu, Yiquan;  Wu, YQ
Adobe PDF(1655Kb)  |  收藏  |  浏览/下载：299/0  |  提交时间：2017/09/14
Infrared Patch-tensor Model  Infrared Small Target Detection  Local Structure Prior  Nonlocal Self-correlation Prior  Reweighted Higher Order Robust Principal Component Analysis  
Robust probabilistic tensor analysis for time-variant collaborative filtering 期刊论文
NEUROCOMPUTING, 2013, 卷号: 119, 页码: 139-143
作者:  Pan, Jing;  Ma, Zhao;  Pang, Yanwei;  Yuan, Yuan
Adobe PDF(317Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2015/06/15
Tensor Analysis  Collaborative Filtering  Movie Recommendation  Topic Model  
Robust sparse tensor decomposition by probabilistic latent semantic analysis 会议论文
Proceedings - 6th International Conference on Image and Graphics, Hefei, Anhui, China, August 12, 2011 - August 15, 2011
作者:  PangYanwei;  MaZhao;  PanJing;  YuanYuan;  Pang Yanwei
Adobe PDF(150Kb)  |  收藏  |  浏览/下载：444/1  |  提交时间：2012/07/09
Tensor Analysis  Sparse Representation  Movie Recommendation  Topic Model  
Robust Tensor Analysis With L1-Norm 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2010, 卷号: 20, 期号: 2, 页码: 172-178
作者:  Pang, Yanwei;  Li, Xuelong;  Yuan, Yuan;  Y. Pang
Adobe PDF(699Kb)  |  收藏  |  浏览/下载：339/4  |  提交时间：2011/01/11
L1-norm  Outlier  Tensor Analysis  
The Gabor-Based Tensor Level Set Method for Multiregional Image Segmentation 会议论文
, Münster, Germany, 2009-09-02~2009-09-04
作者:  B. Wang;  X. Gao;  D. Tao;  X. Li（李学龙）;  J. Li;  X. Li
Adobe PDF(427Kb)  |  收藏  |  浏览/下载：732/15  |  提交时间：2011/01/12
Gabor Filter Bank  Tensor Subspace Analysis  Geometric Active Contour  Image Segmentation  Level Set Method  
Object Trajectory Clustering via Tensor Analysis 会议论文
, Cairo, Egypt, 2009
作者:  H. Zhou;  D. Tao;  Y. Yuan;  X. Li（李学龙）;  X. Li
Adobe PDF(317Kb)  |  收藏  |  浏览/下载：747/16  |  提交时间：2011/01/12
Object Trajectory  Clustering  Tensor Analysis  Mean Shift