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
  • [31] A new methodology for efficient classification of multispectral satellite images using neural network techniques
    Vassilas, N
    Charou, E
    NEURAL PROCESSING LETTERS, 1999, 9 (01) : 35 - 43
  • [32] Urban Land Cover Classification of Multispectral Satellite Images Using Artificial Neural Networks
    Gupta, Hrishka
    Kumar, Tarun
    Soni, Pramod Kumar
    FOURTH CONGRESS ON INTELLIGENT SYSTEMS, VOL 3, CIS 2023, 2024, 865 : 367 - 377
  • [33] New methodology for efficient classification of multispectral satellite images using neural network techniques
    Natl Research Cent `Demokritos', Attiki, Greece
    Neural Process Letters, 1 (35-43):
  • [34] A New Methodology for Efficient Classification of Multispectral Satellite Images Using Neural Network Techniques
    Nikolaos Vassilas
    Eleni Charou
    Neural Processing Letters, 1999, 9 : 35 - 43
  • [35] Neural network multispectral satellite images classification of volcanic ash plumes in a cloudy scenario
    Picchiani, Matteo
    Chini, Marco
    Corradini, Stefano
    Merucci, Luca
    Piscini, Alessandro
    Del Frate, Fabio
    ANNALS OF GEOPHYSICS, 2014, 57
  • [36] Segmentation of multispectral SAR images for archaeological studies
    Andreadis, A
    Benelli, G
    Binazzi, C
    Garzelli, A
    MULTISPECTRAL IMAGING FOR TERRESTRIAL APPLICATIONS, 1996, 2818 : 210 - 214
  • [37] Hierarchical clustering algorithms for segmentation of multispectral images
    Pestunov I.A.
    Rylov S.A.
    Berikov V.B.
    Optoelectronics, Instrumentation and Data Processing, 2015, 51 (4) : 329 - 338
  • [38] Knowledge discovery from multispectral satellite images
    McCaslin, S
    Kulkarni, A
    2002 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY PROCEEDINGS, 2002, : 249 - 254
  • [39] Supervised and unsupervised segmentation of multispectral retina images
    Switonski, Adam
    Blachowicz, Tomasz
    Misiuk-Hojlo, Marta
    Wojciechowski, Konrad
    PRZEGLAD ELEKTROTECHNICZNY, 2012, 88 (12B): : 111 - 114
  • [40] Joint segmentation and pairing of multispectral chromosome images
    Zhao, Yongqiang
    Wu, Xiaolin
    Kong, Seong G.
    Zhang, Lei
    PATTERN ANALYSIS AND APPLICATIONS, 2013, 16 (04) : 497 - 506