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A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Dong, Le;  Lu, Xiaoqiang;  Liu, Ganchao;  Yuan, Yuan
Adobe PDF(9737Kb)  |  收藏  |  浏览/下载：120/0  |  提交时间：2022/01/18
Image reconstruction  Hyperspectral imaging  Noise measurement  Gaussian noise  Interference  Stability analysis  Sensors  Hyperspectral unmixing (HU)  image reconstruction  nonnegative matrix factorization (NMF)  spatial-spectral information  
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：214/0  |  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)  
Distribution equalization learning mechanism for road crack detection 期刊论文
Neurocomputing, 2021, 卷号: 424, 页码: 193-204
作者:  Fang, Jie;  Qu, Bo;  Yuan, Yuan
Adobe PDF(2391Kb)  |  收藏  |  浏览/下载：168/0  |  提交时间：2021/01/18
Road crack detection  Salient object detection  Imbalanced sample  Ill conditioned classifier  
Remote Sensing Road Extraction by Refining Road Topology 会议论文
Proceedings of the 6th China High Resolution Earth Observation Conference, CHREOC 2019, Chengdu, China, 2019-09-01
作者:  Gao, Huiqin;  Yuan, Yuan;  Zheng, Xiangtao
Adobe PDF(520Kb)  |  收藏  |  浏览/下载：132/2  |  提交时间：2020/07/28
High resolution  Road extraction  Deep learning  Feature fusion  
Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 4
作者:  Zhao, Yang;  Yuan, Yuan;  Wang, Qi
Adobe PDF(1093Kb)  |  收藏  |  浏览/下载：290/0  |  提交时间：2019/04/12
spectral clustering  hyperspectral image classification  remote sensing  manifold learning  unsupervised learning  
Hyperspectral Anomaly Detection via Sparse Dictionary Learning Method of Capped Norm 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 16132-16144
作者:  Yuan, Yuan;  Ma, Dandan;  Wang, Qi
Adobe PDF(7643Kb)  |  收藏  |  浏览/下载：252/0  |  提交时间：2019/03/14
Anomaly detection  hyperspectral images  sparse  dictionary learning  capped norm  
HDPA: Hierarchical deep probability analysis for scene parsing 会议论文
2017 IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, Hong kong, 2017-07-10
作者:  Yuan, Yuan;  Jiang, Zhiyu;  Wangm, Qi;  Wangm, Qi (crabwq@nwpu.edu.cn)
Adobe PDF(911Kb)  |  收藏  |  浏览/下载：196/1  |  提交时间：2017/12/28
Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 6, 页码: 1279-1289
作者:  Wang, Qi;  Lin, Jianzhe;  Yuan, Yuan
Adobe PDF(2168Kb)  |  收藏  |  浏览/下载：453/1  |  提交时间：2016/10/13
Image Classification  Spectroscopy  Vector Spaces  
Relevance and irrelevance graph based marginal Fisher analysis for image search reranking 期刊论文
SIGNAL PROCESSING, 2016, 卷号: 121, 页码: 139-152
作者:  Ji, Zhong;  Pang, Yanwei;  Yuan, Yuan;  Pan, Jing;  Pang, YW
Adobe PDF(1924Kb)  |  收藏  |  浏览/下载：265/1  |  提交时间：2016/01/11
Multimedia Information System  Image Ranking  Dimensionality Reduction  Image Search Reranking  Learning-to-rank  Marginal Fisher Analysis  
Dual-Clustering-Based Hyperspectral Band Selection by Contextual Analysis 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 3, 页码: 1431-1445
作者:  Yuan, Yuan;  Lin, Jianzhe;  Wang, Qi;  Wang, Q
Adobe PDF(2259Kb)  |  收藏  |  浏览/下载：367/1  |  提交时间：2016/04/21
Band Selection  Context  Dual Clustering  Hyperspectral Angle  Hyperspectral Image (Hsi)