Remote sensing image classification algorithm based on Hopfield neural network

被引:0
|
作者
Dong, Guang-jun [1 ]
Zhang, Yong-sheng [1 ]
Zhu, Chao-jie [1 ]
机构
[1] Zhengzhou Univ, Inst Surveying & Mapping, Zhengzhou 450052, Peoples R China
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Considering the feature of remote sensing images, we put forward a remote sensing image classification algorithm based on Hopfield neural network. First, the function and principle of Hopfield neural network is described in this paper. Then based on the common model of Hopfield neural network, the image classification algorithm using Hopfield neural network is realized and experimental results show that its precision is superior to that of the conventional maximum likelihood classification
引用
收藏
页码:337 / 342
页数:6
相关论文
共 50 条
  • [31] Hyperspectral remote sensing image classification based on radical basis function neural network
    Tan Kun
    Du Pei-jun
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2008, 28 (09) : 2009 - 2013
  • [32] Geometry correction Algorithm for UAV Remote Sensing Image Based on Improved Neural Network
    Liu, Ruian
    Liu, Nan
    Zeng, Beibei
    Chen, Tingting
    Yin, Ninghao
    2017 INTERNATIONAL SYMPOSIUM ON APPLICATION OF MATERIALS SCIENCE AND ENERGY MATERIALS (SAMSE 2017), 2018, 322
  • [33] A color image encryption algorithm based on Hopfield chaotic neural network
    Wang, Xing-Yuan
    Li, Zhi-Ming
    OPTICS AND LASERS IN ENGINEERING, 2019, 115 : 107 - 118
  • [34] An improved algorithm for image restoration based on modified Hopfield neural network
    Wu, YD
    Chen, YH
    Zhang, HY
    Proceedings of 2005 International Conference on Machine Learning and Cybernetics, Vols 1-9, 2005, : 4720 - 4723
  • [35] DCNNet: A Distributed Convolutional Neural Network for Remote Sensing Image Classification
    Zhang, Ting
    Wang, Zhirui
    Cheng, Peirui
    Xu, Guangluan
    Sun, Xian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [36] DCNNet: A Distributed Convolutional Neural Network for Remote Sensing Image Classification
    Zhang, Ting
    Wang, Zhirui
    Cheng, Peirui
    Xu, Guangluan
    Sun, Xian
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [37] Classification algorithm of remote sensing image based on Wedgelet transform
    Han Min
    Lin Xiao-Feng
    JOURNAL OF INFRARED AND MILLIMETER WAVES, 2008, 27 (04) : 280 - 284
  • [38] Classification algorithm of remote sensing image based on wedgelet transform
    Han, Min
    Lin, Xiao-Feng
    Hongwai Yu Haomibo Xuebao/Journal of Infrared and Millimeter Waves, 2008, 27 (04): : 280 - 284
  • [39] Utility of neural net classification for remote sensing data based on an improved image fusino algorithm
    Cai Bofeng
    Rong, Yu
    Zhang Zengxiang
    GEOINFORMATICS 2006: GNSS AND INTEGRATED GEOSPATIAL APPLICATIONS, 2006, 6418
  • [40] Lagrange constrained neural network-based approach to hyperspectral remote sensing image classification
    Du, Q
    Szu, H
    Buss, J
    PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 270 - 274