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Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 4
Authors:  Zhao, Yang;  Yuan, Yuan;  Wang, Qi
Adobe PDF(1093Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2019/04/12
spectral clustering  hyperspectral image classification  remote sensing  manifold learning  unsupervised learning  
Label Image Constrained Multiatlas Selection 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 6, 页码: 1158-1168
Authors:  Yan, Pingkun;  Cao, Yihui;  Yuan, Yuan;  Turkbey, Baris;  Choyke, Peter L.
Adobe PDF(1508Kb)  |  Favorite  |  View/Download:89/1  |  Submit date:2015/07/22
Atlas-based  Computer Vision  Image Segmentation  Manifold Learning  
Alternatively Constrained Dictionary Learning for Image Superresolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 3, 页码: 366-377
Authors:  Lu, Xiaoqiang;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(846Kb)  |  Favorite  |  View/Download:133/1  |  Submit date:2015/03/18
Image Superresolution  Manifold Learning  Non-local  Self-similarity  Two-stage Dictionary Training (Tsdt)  
Hybrid structure for robust dimensionality reduction 期刊论文
NEUROCOMPUTING, 2014, 卷号: 124, 期号: SI, 页码: 131-138
Authors:  Lu, Xiaoqiang;  Yuan, Yuan
Adobe PDF(1376Kb)  |  Favorite  |  View/Download:120/1  |  Submit date:2015/03/18
Dimensionality Reduction  Pattern Recognition  Manifold Learning  Unsupervised Learning  Face Recognition  
Image Super-Resolution via Double Sparsity Regularized Manifold Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2013, 卷号: 23, 期号: 12, 页码: 2022-2033
Authors:  Lu, Xiaoqiang;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(1039Kb)  |  Favorite  |  View/Download:158/1  |  Submit date:2015/06/09
Double Sparsity  Manifold Learning  Single-image Super-resolution (Sr)  Sparse Coding  
SIFT on manifold: An intrinsic description 期刊论文
NEUROCOMPUTING, 2013, 卷号: 113, 页码: 227-233
Authors:  Zhu, Guokang;  Wang, Qi;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(656Kb)  |  Favorite  |  View/Download:108/1  |  Submit date:2015/06/15
Computer Vision  Manifold Learning  Scale Invariant Feature Transform  Locality Preserving Projections  Descriptor  
Image registration by normalized mapping 期刊论文
NEUROCOMPUTING, 2013, 卷号: 101, 页码: 181-189
Authors:  Wang, Qi;  Zou, Cuiming;  Yuan, Yuan;  Lu, Hongbing;  Yan, Pingkun
Adobe PDF(955Kb)  |  Favorite  |  View/Download:85/2  |  Submit date:2015/05/29
Non-rigid Registration  Mr Image  Normalized Mapping  Groupwise Registration  Manifold Learning