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
来源：
2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2014年
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
  • [21] A NONLINEAR FEATURE SELECTION METHOD BASED ON KERNEL SEPARABILITY MEASURE FOR HYPERSPECTRAL IMAGE CLASSIFICATION
    Hsieh, Pei-Jyun
    Li, Cheng-Hsuan
    Kuo, Bor-Chen
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 461 - 464
  • [22] A Nonparametric Feature Extraction and Its Application to Nearest Neighbor Classification for Hyperspectral Image Data
    Yang, Jinn-Min
    Yu, Pao-Ta
    Kuo, Bor-Chen
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (03): : 1279 - 1293
  • [23] Using a Genetic Algorithm with Histogram-Based Feature Selection in Hyperspectral Image Classification
    Walton, Neil S.
    Sheppard, John W.
    Shaw, Joseph A.
    PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO'19), 2019, : 1364 - 1372
  • [24] A hyperspectral image classification framework and its application
    Deng, Shuiguang
    Xu, Yifei
    He, Yong
    Yin, Jianwei
    Wu, Zhaohui
    INFORMATION SCIENCES, 2015, 299 : 379 - 393
  • [25] Feature selection for hyperspectral data based on recursive support vector machines
    Zhang, Rui
    Ma, Jianwen
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2009, 30 (14) : 3669 - 3677
  • [26] Face image feature selection based on Gabor feature and recursive feature elimination
    Lv, Xianqiang
    Wu, Junfeng
    Liu, Wei
    2014 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 2, 2014, : 266 - 269
  • [27] SVM Parameter Selection Based on Harmony Search with an Application to Hyperspectral Image Classification
    Ceylan, Oguzhan
    Taskin, Gulsen
    2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), 2016, : 657 - 660
  • [28] A Hybrid Clustering Method with a Filter Feature Selection for Hyperspectral Image Classification
    Zhang, Junzhe
    JOURNAL OF IMAGING, 2022, 8 (07)
  • [29] Efficient Feature Selection and Nearest Neighbour Search for Hyperspectral Image Classification
    Woodley, Alan
    Chappell, Timothy
    Geva, Shlomo
    Nayak, Richi
    2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2016, : 193 - 200
  • [30] Impact of Feature Extraction and Feature Selection Techniques on Extended Attribute Profile-based Hyperspectral Image Classification
    Zaatour, Rania
    Bouzidi, Sonia
    Zagrouba, Ezzeddine
    PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 4, 2017, : 579 - 586
12345