RECURSIVE FEATURE SELECTION BASED ON NON-PARALLEL SVMS AND ITS APPLICATION TO HYPERSPECTRAL IMAGE CLASSIFICATION

被引:5
|
作者
Kaya, G. Taskin [1 ]
Torun, Y. [1 ]
Kucuk, C. [1 ]
机构
[1] Istanbul Tech Univ, Inst Earthquake Engn & Disaster Management, TR-80626 Istanbul, Turkey
关键词
D O I
10.1109/IGARSS.2014.6947251
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
引用
收藏
页码:3558 / 3561
页数:4
相关论文
共 50 条
  • [1] REMOTE SENSING IMAGE CLASSIFICATION BY NON-PARALLEL SVMS
    Kucuk, C.
    Torun, Y.
    Kaya, G. Taskin
    2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, : 1269 - 1272
  • [2] Hyperspectral Image Classification Based on Non-Parallel Support Vector Machine
    Liu, Guangxin
    Wang, Liguo
    Liu, Danfeng
    Fei, Lei
    Yang, Jinghui
    REMOTE SENSING, 2022, 14 (10)
  • [3] Feature Selection Based on Mutual Information and Its Application in Hyperspectral Image Classification
    Yao, Na
    Lin, Zongjian
    Zhang, Jingxiong
    KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, 2010, 6291 : 561 - 566
  • [4] A NOVEL METHOD FOR FEATURE SELECTION WITH RANDOM SAMPLING HDMR AND ITS APPLICATION TO HYPERSPECTRAL IMAGE CLASSIFICATION
    Taskin, G.
    Kaya, H.
    Bruzzone, L.
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 1108 - 1111
  • [5] MULTIPLE SVMS BASED ON RANDOM SUBSPACES FROM KERNEL FEATURE IMPORTANCE FOR HYPERSPECTRAL IMAGE CLASSIFICATION
    Li, Cheng-Hsuan
    Hsieh, Pei-Jyun
    Kuo, Bor-Chen
    2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 574 - 577
  • [6] Recursive Autoencoders-Based Unsupervised Feature Learning for Hyperspectral Image Classification
    Zhang, Xiangrong
    Liang, Yanjie
    Li, Chen
    Ning Huyan
    Jiao, Licheng
    Zhou, Huiyu
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 14 (11) : 1928 - 1932
  • [7] LOCALITY AND GLOBALITY DISCRIMINANT FEATURE AND ITS APPLICATION IN HYPERSPECTRAL IMAGE CLASSIFICATION
    Huang, Hong
    Feng, Hailiang
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2013, 27 (04)
  • [8] Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification
    Feng, Zhixi
    Liu, Xuehu
    Yang, Shuyuan
    Zhang, Kai
    Jiao, Licheng
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [9] Discriminative Gabor Feature Selection for Hyperspectral Image Classification
    Shen, Linlin
    Zhu, Zexuan
    Jia, Sen
    Zhu, Jiasong
    Sun, Yiwen
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (01) : 29 - 33
  • [10] Hierarchical Feature Fusion and Selection for Hyperspectral Image Classification
    Feng, Zhixi
    Liu, Xuehu
    Yang, Shuyuan
    Zhang, Kai
    Jiao, Licheng
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20