A sensor-data-based denoising framework for hyperspectral images

被引：12
|
作者：
Deger, Ferdinand [1 ,2 ]
Mansouri, Alamin [1 ]
Pedersen, Marius [2 ]
Hardeberg, Jon Y. [2 ]
Voisin, Yvon [1 ]
机构：
[1] Le2i, Université de Bourgogne, Auxerre, France
[2] Norwegian Colour and Visual Computing Laboratory, Gjøvik University College, Gjøvik, Norway
来源：
Optics Express | 2015年 / 23卷 / 03期
关键词：
Adaptive total variations - Corrected image - Denoising approach - Hyperspectral image cubes - Noise estimation - Poisson-distributed noise - Spectral radiance - Variational denoising;
D O I：
10.1364/OE.23.001938
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1938 / 1950
相关论文
共 50 条
  • [1] SPARSE UNMIXING BASED DENOISING FOR HYPERSPECTRAL IMAGES
    Erturk, Alp
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 7006 - 7009
  • [2] Denoising in Hyperspectral Images by Superpixel Based Unmixing
    Erturk, Alp
    2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), 2016, : 2189 - 2192
  • [3] An End-to-End Framework for Joint Denoising and Classification of Hyperspectral Images
    Li, Xian
    Ding, Mingli
    Gu, Yanfeng
    Pizurica, Aleksandra
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (07) : 3269 - 3283
  • [4] HYPERSPECTRAL IMAGES DENOISING BASED ON MIXTURES OF FACTOR ANALYZERS
    Zhao, Bin
    Sveinsson, Johannes R.
    Ulfarsson, Magnus O.
    Chanussot, Jocelyn
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 1516 - 1519
  • [5] Denoising and dimensionality reduction based on PARAFAC decomposition for hyperspectral images
    Yan Rong-hua
    Peng Jin-ye
    Wen De-sheng
    Ma Dong-mei
    OPTICAL SENSING AND IMAGING TECHNOLOGIES AND APPLICATIONS, 2018, 10846
  • [6] UNMIXING-BASED DENOISING FOR DESTRIPING AND INPAINTING OF HYPERSPECTRAL IMAGES
    Cerra, Daniele
    Mueller, Rupert
    Reinartz, Peter
    2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014,
  • [7] Lp-norm-based successive denoising approach for hyperspectral images
    Maji, Suman Kumar
    Aetesam, Hazique
    REMOTE SENSING LETTERS, 2023, 14 (04) : 334 - 345
  • [8] Wavelet-Based Multicomponent Denoising Profile for the Classification of Hyperspectral Images
    Bascoy, Pedro G.
    Quesada-Barriuso, Pablo
    Heras, Dora B.
    Arguello, Francisco
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 12 (02) : 722 - 733
  • [9] 3D SPARSE CODING BASED DENOISING OF HYPERSPECTRAL IMAGES
    Wu, Di
    Zhang, Ye
    Chen, Yushi
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 3115 - 3118
  • [10] MIXED GAUSSIAN AND IMPULSE DENOISING OF HYPERSPECTRAL IMAGES
    Aggarwal, Hemant Kumar
    Majumdar, Angshul
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 429 - 432
12345