Compact Representations of Hyperspectral Images Based on the Fusion of Neural Network and Spectral Features

被引:0
|
作者
undefined Evgeny Myasnikov [1 ]
机构
[1] Samara National Research University,
关键词
hyperspectral image; per-pixel classification; dimensionality reduction; feature fusion; Wuhan hyperspectral image dataset;
D O I
10.1134/S1054661824701049
中图分类号
学科分类号
摘要
引用
收藏
页码:1021 / 1025
页数:4
相关论文
共 50 条
  • [31] A Deep Network Based on Multiscale Spectral-Spatial Fusion for Hyperspectral Classification
    Li, Zhaokui
    Huang, Lin
    Zhang, Deyuan
    Liu, Cuiwei
    Wang, Yan
    Shi, Xiangbin
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2018, PT II, 2018, 11062 : 283 - 290
  • [32] FUSION OF HYPERSPECTRAL AND PANCHROMATIC IMAGES USING SPECTRAL UNMIXING RESULTS
    Rajabi, Roozbeh
    Ghassemian, Hassan
    SMPR CONFERENCE 2013, 2013, 40-1-W3 : 333 - 336
  • [33] HGF Spatial-Spectral Fusion Method for Hyperspectral Images
    Fu, Pingjie
    Zhang, Yuxuan
    Meng, Fei
    Zhang, Wei
    Zhang, Banghua
    APPLIED SCIENCES-BASEL, 2023, 13 (01):
  • [34] Spatial-spectral classification of hyperspectral images based on multiple fractal-based features
    Beirami, Behnam Asghari
    Mokhtarzade, Mehdi
    GEOCARTO INTERNATIONAL, 2022, 37 (01) : 231 - 245
  • [35] Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification
    Cebrian, Pedro L.
    Martin-Perez, Alberto
    Villa, Manuel
    Sancho, Jaime
    Rosa, Gonzalo
    Vazquez, Guillermo
    Sutradhar, Pallab
    Martinez de Ternero, Alejandro
    Chavarrias, Miguel
    Lagares, Alfonso
    Juarez, Eduardo
    Sanz, Cesar
    DESIGN AND ARCHITECTURE FOR SIGNAL AND IMAGE PROCESSING, DASIP 2023, 2023, 13879 : 15 - 27
  • [36] Spatial-spectral separable convolutional neural network for cell classification of hyperspectral microscopic images
    Shi X.
    Li Y.
    Huang H.
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2022, 30 (08): : 960 - 969
  • [37] Hyperspectral Image Classification Based on EMAPs Spatial-Spectral Features Fusion and SMLR
    Ren, Rong
    Bao, Wenxing
    TENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2018), 2018, 10806
  • [38] Detection of intrinsic variants of an endmember in hyperspectral images based on local spatial and spectral features
    Chetia, Gouri Shankar
    Devi, Bishnulatpam Pushpa
    JOURNAL OF APPLIED REMOTE SENSING, 2024, 18 (01)
  • [39] SSFAN: A Compact and Efficient Spectral-Spatial Feature Extraction and Attention-Based Neural Network for Hyperspectral Image Classification
    Wang, Chunyang
    Zhan, Chao
    Lu, Bibo
    Yang, Wei
    Zhang, Yingjie
    Wang, Gaige
    Zhao, Zongze
    REMOTE SENSING, 2024, 16 (22)
  • [40] A joint method of spatial-spectral features and BP neural network for hyperspectral image classification
    Zhao, Jinling
    Yan, Hao
    Huang, Linsheng
    EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES, 2023, 26 (01): : 107 - 115