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Sparse constrained low tensor rank representation framework for hyperspectral unmixing 期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 8
作者: Dong, Le; Yuan, Yuan

收藏 | 浏览/下载：47/0 | 提交时间：2021/05/07

hyperspectral unmixing low tensor rank non-negative tensor factorization sparse constraint

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

收藏 | 浏览/下载：46/0 | 提交时间：2021/03/29

Global spatial structure group local spectral group nonnegative matrix factorization (NMF) sparse expression

SpectralSpatial 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

收藏 | 浏览/下载：47/0 | 提交时间：2021/04/19

Global spatial structure group local spectral group nonnegative matrix factorization (NMF) sparse expression

WEIGHTED SPARSITY CONSTRAINT TENSOR FACTORIZATION FOR HYPERSPECTRAL UNMIXING 会议论文
Brussels, Belgium, 2021-07-12
作者: Yuan, Yuan; Dong, Le

收藏 | 浏览/下载：20/0 | 提交时间：2022/04/11

Hyperspectral unmixing tensor factorization total variation sparse characteristics

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

收藏 | 浏览/下载：30/0 | 提交时间：2020/05/20

Hyperspectral unmixing self-expression spatial structure subspace clustering

一种稀疏约束的图正则化非负矩阵光谱解混方法 期刊论文
光谱学与光谱分析, 2019, 卷号: 39, 期号: 4, 页码: 1118-1127
作者: 甘玉泉; 刘伟华; 冯向朋; 于涛; 胡炳樑

收藏 | 浏览/下载：68/0 | 提交时间：2019/05/27

高光谱图像图正则化稀疏约束非负矩阵分解光谱解混

Projection-Based NMF for Hyperspectral Unmixing 期刊论文
ieee journal of selected topics in applied earth observations and remote sensing, 2015, 卷号: 8, 期号: 6, 页码: 2632-2643
作者: Yuan, Yuan; Feng, Yachuang; Lu, Xiaoqiang

收藏 | 浏览/下载：19/0 | 提交时间：2015/09/14

Hyperspectral unmixing nonnegative matrix factorization (NMF) spectral library subspace projection

Substance Dependence Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
ieee transactions on geoscience and remote sensing, 2015, 卷号: 53, 期号: 6, 页码: 2975-2986
作者: Yuan, Yuan; Fu, Min; Lu, Xiaoqiang

收藏 | 浏览/下载：20/0 | 提交时间：2015/07/16

Adaptive decision hyperspectral unmixing mixed pixel substance dependence

Double Constrained NMF for Hyperspectral Unmixing 期刊论文
ieee transactions on geoscience and remote sensing, 2014, 卷号: 52, 期号: 5, 页码: 2746-2758
作者: Lu, Xiaoqiang; Wu, Hao; Yuan, Yuan

收藏 | 浏览/下载：44/0 | 提交时间：2015/03/18

Clustering-based regularization hyperspectral unmixing mixed pixel nonnegative matrix factorization (NMF)

Manifold Regularized Sparse NMF for Hyperspectral Unmixing 期刊论文
ieee transactions on geoscience and remote sensing, 2013, 卷号: 51, 期号: 5, 页码: 2815-2826
作者: Lu, Xiaoqiang; Wu, Hao; Yuan, Yuan; Yan, Pingkun; Li, Xuelong

收藏 | 浏览/下载：30/0 | 提交时间：2015/06/15

Hyperspectral unmixing manifold regularization mixed pixel nonnegative matrix factorization (NMF)

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