Hyperspectral and Multispectral Image Fusion Using Non-Convex Relaxation Low Rank and Total Variation Regularization

被引：0
|
作者：
Yuan, Yue [1 ]
Wang, Qi [1 ]
Li, Xuelong [1 ]
机构：
[1] School of Computer Science and Center for OPTical IMagery Analysis and Learning (OPTIMAL), Northwestern Polytechnical University, Xi'an, Shaanxi,710072, China
来源：
International Geoscience and Remote Sensing Symposium (IGARSS) | 2020年
关键词：
716.1 Information Theory and Signal Processing - 723.2 Data Processing and Image Processing - 723.5 Computer Applications - 741.2 Vision - 921.6 Numerical Methods - 931.1 Mechanics;
D O I：
9323227
中图分类号：
学科分类号：
摘要：
Image fusion
引用
下载
收藏
页码：2683 / 2686
相关论文
共 50 条
  • [1] HYPERSPECTRAL AND MULTISPECTRAL IMAGE FUSION USING NON-CONVEX RELAXATION LOW RANK AND TOTAL VARIATION REGULARIZATION
    Yuan, Yue
    Wang, Qi
    Li, Xuelong
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 2683 - 2686
  • [2] NON-CONVEX LOW-RANK APPROXIMATION FOR HYPERSPECTRAL IMAGE RECOVERY WITH WEIGHTED TOTAL VARAITION REGULARIZATION
    Li, Hanyang
    Sun, Peipei
    Liu, Hongyi
    Wu, Zebin
    Wei, Zhihui
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 2733 - 2736
  • [3] NON-CONVEX RELAXATION LOW-RANK TENSOR COMPLETION FOR HYPERSPECTRAL IMAGE RECOVERY
    Li, Hanyang
    Liu, Hongyi
    Zhang, Jun
    Wu, Zebin
    Wei, Zhihui
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 1935 - 1938
  • [4] Hyperspectral Image Recovery Using Non-Convex Low-Rank Tensor Approximation
    Liu, Hongyi
    Li, Hanyang
    Wu, Zebin
    Wei, Zhihui
    REMOTE SENSING, 2020, 12 (14)
  • [5] Non-convex Total Variation Regularization for Convex Denoising of Signals
    Selesnick, Ivan
    Lanza, Alessandro
    Morigi, Serena
    Sgallari, Fiorella
    JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2020, 62 (6-7) : 825 - 841
  • [6] Non-convex Total Variation Regularization for Convex Denoising of Signals
    Ivan Selesnick
    Alessandro Lanza
    Serena Morigi
    Fiorella Sgallari
    Journal of Mathematical Imaging and Vision, 2020, 62 : 825 - 841
  • [7] A modified non-convex Cauchy total variation regularization model for image restoration
    Yi Lu
    Xiru Wu
    Benxin Zhang
    Zhang, Benxin (bxzhang@guet.edu.cn), 2025, 44 (01)
  • [8] Efficient image restoration via non-convex total variation regularization and ADMM optimization
    Kumar, Narendra
    Sonkar, Munnu
    Bhatnagar, Gaurav
    APPLIED MATHEMATICAL MODELLING, 2024, 132 : 428 - 453
  • [9] Image fusion via sparse regularization with non-convex penalties
    Anantrasirichai, Nantheera
    Zheng, Rencheng
    Selesnick, Ivan
    Achim, Alin
    PATTERN RECOGNITION LETTERS, 2020, 131 : 355 - 360
  • [10] Convex 1-D Total Variation Denoising with Non-convex Regularization
    Selesnick, Ivan W.
    Parekh, Ankit
    Bayram, Ilker
    IEEE SIGNAL PROCESSING LETTERS, 2015, 22 (02) : 141 - 144
12345