A neural segmentation of multispectral satellite images

被引:0
|
作者
Neagoe, Victor [1 ]
Fratila, Ionel [1 ]
机构
[1] Polytechn Univ Bucharest, Dept Appl Elect & Informat Engn, Bucharest 77206 16, Romania
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
A neural model for segmentation of multispectral satellite images is presented, implying the following processing stages: (a) feature extraction using the 2-dimensional discrete cosine transform (2-d DCT) applied on the image segment centered in the current pixel, for each frame of the spectral sequence; (b) a neural self-organizing map having as input the concatenation of the feature vectors assigned to the projections of the current pixel in all the image bands (computed in stage (a)). The software implementation of the model for multispectral satellite images SPOT leads to interesting experimental results.
引用
收藏
页码:334 / 341
页数:8
相关论文
共 50 条
  • [1] Conditional GANs for Semantic Segmentation of Multispectral Satellite Images
    Kniaz, Vladimir V.
    IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XXIV, 2018, 10789
  • [2] Toward On-Board Panoptic Segmentation of Multispectral Satellite Images
    Fernando, Tharindu
    Fookes, Clinton
    Gammulle, Harshala
    Denman, Simon
    Sridharan, Sridha
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [3] Infrared Attention Network for Woodland Segmentation Using Multispectral Satellite Images
    Gui, Yuanyuan
    Li, Wei
    Xia, Xiang-Gen
    Tao, Ran
    Yue, Anzhi
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [4] Recurrent neural networks for automatic clustering of multispectral satellite images
    Koprinkova-Hristova, P.
    Alexiev, K.
    Borisova, D.
    Jelev, G.
    Atanassov, V.
    IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XIX, 2013, 8892
  • [5] SEGMENTATION OF BUILT UP AREA FROM SPOT 5 MULTISPECTRAL SATELLITE IMAGES
    Khurshid, Muhammad Hasnat
    Khan, Muhammad Faisal
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 1963 - 1966
  • [6] Segmentation of multispectral MR images through an annealed rough neural network
    Chang, Yi-Ying
    Tai, Shen-Chuan
    Lin, Jzau-Sheng
    NEURAL COMPUTING & APPLICATIONS, 2012, 21 (05): : 911 - 919
  • [7] Segmentation of multispectral MR images through an annealed rough neural network
    Yi-Ying Chang
    Shen-Chuan Tai
    Jzau-Sheng Lin
    Neural Computing and Applications, 2012, 21 : 911 - 919
  • [8] Convolutional Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Images
    Lopez, Josue
    Santos, Stewart
    Atzberger, Clement
    Torres, Deni
    2018 IEEE 10TH LATIN-AMERICAN CONFERENCE ON COMMUNICATIONS (IEEE LATINCOM), 2018,
  • [9] Segmentation Algorithm of Multispectral Images
    Nikolaeva O.V.
    Mathematical Models and Computer Simulations, 2024, 16 (3) : 340 - 351
  • [10] Classification of Multispectral Satellite Images
    Kar, Shivali A.
    Kelkar, Vishakha V.
    2013 INTERNATIONAL CONFERENCE ON ADVANCES IN TECHNOLOGY AND ENGINEERING (ICATE), 2013,