Efficient Weighted-Adaptive Sparse Constrained Nonnegative Tensor Factorization for Hyperspectral Unmixing

被引:0
|
作者
Yang, Ping [1 ]
Huang, Ting-Zhu [1 ]
Huang, Jie [1 ]
Wang, Jin-Ju [1 ]
机构
[1] University of Electronic Science and Technology of China, School of Mathematical Sciences, Research Center for Image and Vision Computing, Chengdu,611731, China
关键词
56;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:10113 / 10130
相关论文
共 50 条
  • [31] HYPERSPECTRAL UNMIXING USING WEIGHTED L1/2 SPARSE TOTAL VARIATION REGULARIZED AND VOLUME PRIOR CONSTRAINED NONNEGATIVE MATRIX FACTORIZATION
    Qu, Kewen
    Bao, Wenxing
    Shen, Xiangfei
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 2147 - 2150
  • [32] Constrained Nonnegative Tensor Factorization for Spectral Unmixing of Hyperspectral Images: A Case Study of Urban Impervious Surface Extraction
    Feng, Boyu
    Wang, Jinfei
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 16 (04) : 583 - 587
  • [33] Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery
    Qian, Yuntao
    Xiong, Fengchao
    Zeng, Shan
    Zhou, Jun
    Tang, Yuan Yan
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (03): : 1776 - 1792
  • [34] Adaptive Graph Regularized Multilayer Nonnegative Matrix Factorization for Hyperspectral Unmixing
    Tong, Lei
    Zhou, Jun
    Qian, Bin
    Yu, Jing
    Xiao, Chuangbai
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 13 : 434 - 447
  • [35] Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing
    He, Wei
    Zhang, Hongyan
    Zhang, Liangpei
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (07): : 3909 - 3921
  • [36] Blind nonlinear hyperspectral unmixing based on constrained kernel nonnegative matrix factorization
    Xiaorun Li
    Jiantao Cui
    Liaoying Zhao
    Signal, Image and Video Processing, 2014, 8 : 1555 - 1567
  • [37] Improved Spatial Information Constrained Nonnegative Matrix Factorization Method for Hyperspectral Unmixing
    Li Denggang
    Wang Zhongmei
    LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (11)
  • [38] PARALLEL OPTIMIZATION OF HYPERSPECTRAL UNMIXING BASED ON SPARSITY CONSTRAINED NONNEGATIVE MATRIX FACTORIZATION
    Wu, Zebin
    Ye, Shun
    Wei, Jie
    Liu, Jianjun
    Wei, Zhihui
    Sun, Le
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 1438 - 1441
  • [39] Constrained Nonnegative Matrix Factorization Based on Particle Swarm Optimization for Hyperspectral Unmixing
    Yang, Bin
    Luo, Wenfei
    Wang, Bin
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (08) : 3693 - 3710
  • [40] Constrained Nonnegative Matrix Factorization for Blind Hyperspectral Unmixing Incorporating Endmember Independence
    Ekanayake, E. M. M. B.
    Weerasooriya, H. M. H. K.
    Ranasinghe, D. Y. L.
    Herath, S.
    Rathnayake, B.
    Godaliyadda, G. M. R., I
    Ekanayake, M. P. B.
    Herath, H. M. V. R.
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 11853 - 11869