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Disentangled Representation Learning for Cross-modal Biometric Matching 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 1763-1774
作者:  Ning, Hailong;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Yuan
Adobe PDF(6109Kb)  |  收藏  |  浏览/下载：151/1  |  提交时间：2021/05/07
Cross-modal biometric matching  Disentangled representation learning  Latent identity factors  Modalitydependent factors  
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  
Spectral-Spatial Joint Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021, 卷号: 59, 期号: 3, 页码: 2391-2402
作者:  Dong, Le;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(2358Kb)  |  收藏  |  浏览/下载：155/1  |  提交时间：2021/03/29
Global spatial structure group  local spectral group  nonnegative matrix factorization (NMF)  sparse expression  
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
作者:  Lu, Xiaoqiang;  Dong, Le;  Yuan, Yuan
Adobe PDF(2036Kb)  |  收藏  |  浏览/下载：182/2  |  提交时间：2020/05/20
Hyperspectral unmixing  self-expression  spatial structure  subspace clustering  
A Deep Scene Representation for Aerial Scene Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4799-4809
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang
Adobe PDF(3061Kb)  |  收藏  |  浏览/下载：206/3  |  提交时间：2019/07/17
Aerial scene classification  convolutional neural networks (CNNs)  Fisher vector (FV)  multiscale representation  
Semantics-Consistent Representation Learning for Remote Sensing Image-Voice Retrieval 期刊论文
IEEE Transactions on Geoscience and Remote Sensing
作者:  Ning, Hailong;  Zhao, Bin;  Yuan, Yuan
Adobe PDF(4915Kb)  |  收藏  |  浏览/下载：75/0  |  提交时间：2021/03/29
Heterogeneous semantic gap  remote sensing(RS) image–voice retrieval  semantics-consistent representation