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Unsupervised Balanced Hash Codes Learning With Multichannel Feature Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 卷号: 15, 页码: 2816-2825
作者:  Chen, Yaxiong;  Zhao, Dongjie;  Lu, Xiongbo;  Xiong, Shengwu;  Wang, Huangting
Adobe PDF(3665Kb)  |  收藏  |  浏览/下载：122/0  |  提交时间：2022/05/07
Feature extraction  Codes  Data mining  Convolution  Linear programming  Approximation algorithms  Semantics  Deep hash codes  multichannel feature fusion  multiscale context information  unsupervised hashing learning  
Person Reidentification via Unsupervised Cross-View Metric Learning 期刊论文
IEEE Transactions on Cybernetics, 2021, 卷号: 51, 期号: 4, 页码: 1849-1859
作者:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(1240Kb)  |  收藏  |  浏览/下载：140/1  |  提交时间：2021/04/13
Metric learning  person reidentification (Re-ID)  unsupervised learning  view-specific mapping  
Unsupervised learning of human action categories in still images with deep representations 期刊论文
ACM Transactions on Multimedia Computing, Communications and Applications, 2019, 卷号: 15, 期号: 4
作者:  Zheng, Yunpeng;  Li, Xuelong;  Lu, Xiaoqiang
Adobe PDF(23484Kb)  |  收藏  |  浏览/下载：198/2  |  提交时间：2020/01/17
Action categorization  unsupervised learning  deep representations  
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：285/0  |  提交时间：2019/04/12
spectral clustering  hyperspectral image classification  remote sensing  manifold learning  unsupervised learning  
Local Regression and Global Information-Embedded Dimension Reduction 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4882-4893
作者:  Yao, Chao;  Han, Junwei;  Nie, Feiping;  Xiao, Fu;  Li, Xuelong
Adobe PDF(1855Kb)  |  收藏  |  浏览/下载：199/1  |  提交时间：2018/10/23
Dimension Reduction  Feature Extraction  Manifold Learning  Unsupervised Learning  
Remote Sensing Image Scene Classification: Benchmark and State of the Art 期刊论文
PROCEEDINGS OF THE IEEE, 2017, 卷号: 105, 期号: 10, 页码: 1865-1883
作者:  Cheng, Gong;  Han, Junwei;  Lu, Xiaoqiang
Adobe PDF(1718Kb)  |  收藏  |  浏览/下载：839/0  |  提交时间：2017/12/25
Benchmark Data Set  Deep Learning  Handcrafted Features  Remote Sensing Image  Scene Classification  Unsupervised Feature Learning  
Remote Sensing Scene Classification by Unsupervised Representation Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5148-5157
作者:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, XQ
Adobe PDF(2613Kb)  |  收藏  |  浏览/下载：296/1  |  提交时间：2017/09/20
Adaptive Deconvolution Network  Remote Sensing Scene Classification  Unsupervised Representation Learning  
Congested scene classification via efficient unsupervised feature learning and density estimation 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 56, 页码: 159-169
作者:  Yuan, Yuan;  Wan, Jia;  Wang, Qi
Adobe PDF(2339Kb)  |  收藏  |  浏览/下载：198/1  |  提交时间：2016/08/19
Computer Vision  Unsupervised Feature Learning  Scene Classification  Density Estimation  Spherical K-means  Feature Pooling  
Large-Scale Unsupervised Hashing with Shared Structure Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 9, 页码: 1811-1822
作者:  Liu, Xianglong;  Mu, Yadong;  Zhang, Danchen;  Lang, Bo;  Li, Xuelong
Adobe PDF(1268Kb)  |  收藏  |  浏览/下载：152/1  |  提交时间：2015/10/19
Locality Sensitive Hashing (Lsh)  Nearest Neighbor Search  Shared Structure Learning  Unsupervised Hashing  
Hybrid structure for robust dimensionality reduction 期刊论文
NEUROCOMPUTING, 2014, 卷号: 124, 期号: SI, 页码: 131-138
作者:  Lu, Xiaoqiang;  Yuan, Yuan
Adobe PDF(1376Kb)  |  收藏  |  浏览/下载：188/2  |  提交时间：2015/03/18
Dimensionality Reduction  Pattern Recognition  Manifold Learning  Unsupervised Learning  Face Recognition