Adaptive Relationship Preserving Sparse NMF for Hyperspectral Unmixing

被引:0
|
作者
Li, Xuelong [1 ]
Zhang, Xinxin [1 ]
Yuan, Yuan [2 ]
Dong, Yongsheng [2 ]
机构
[1] School of Computer Science, Northwestern Polytechnical University, Xi'an,710072, China
[2] School of Artificial Intelligence Optics and Electronics (IOPEN), Northwestern Polytechnical University, Xi'an,710072, China
基金
中国国家自然科学基金;
关键词
63;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] LOW-RANK AND SPARSE NMF FOR JOINT ENDMEMBERS' NUMBER ESTIMATION AND BLIND UNMIXING OF HYPERSPECTRAL IMAGES
    Giampouras, Paris V.
    Rontogiannis, Athanasios A.
    Koutroumbas, Konstantinos D.
    2017 25TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2017, : 1430 - 1434
  • [32] Weighted Residual NMF With Spatial Regularization for Hyperspectral Unmixing
    Ince, Taner
    Dobigeon, Nicolas
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [33] Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing
    Zheng, Pan
    Su, Hongjun
    Lu, Hongliang
    Du, Qian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [34] Hyperspectral sparse unmixing based on a novel adaptive total variation regularization
    Ma, Mingxi
    Xu, Chenguang
    Zhang, Jun
    Wang, Shengqian
    Deng, Chengzhi
    Wang, Yuanyun
    INFRARED PHYSICS & TECHNOLOGY, 2022, 127
  • [35] Hyperspectral Unmixing Using Higher-Order Graph Regularized NMF With Adaptive Feature Selection
    Qu, Kewen
    Li, Zhenqing
    Wang, Chenyang
    Luo, Fangzhou
    Bao, Wenxing
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [36] Sparse Distributed Multitemporal Hyperspectral Unmixing
    Sigurdsson, Jakob
    Ulfarsson, Magnus O.
    Sveinsson, Johannes R.
    Bioucas-Dias, Jose M.
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (11): : 6069 - 6084
  • [37] HYPERSPECTRAL UNMIXING WITH SPARSE GROUP LASSO
    Iordache, Marian-Daniel
    Bioucas-Dias, Jose M.
    Plaza, Antonio
    2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 3586 - 3589
  • [38] Approximate Sparse Regularized Hyperspectral Unmixing
    Deng, Chengzhi
    Zhang, Yaning
    Wang, Shengqian
    Zhang, Shaoquan
    Tian, Wei
    Wu, Zhaoming
    Hu, Saifeng
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [39] Structured Sparse Method for Hyperspectral Unmixing
    Zhu, Feiyun
    Wang, Ying
    Xiang, Shiming
    Fan, Bin
    Pan, Chunhong
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2014, 88 : 101 - 118
  • [40] SPARSE AND LOW RANK HYPERSPECTRAL UNMIXING
    Sigurdsson, Jakob
    Ulfarsson, Magnus O.
    Sveinsson, Johannes R.
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 229 - 232