Hyperspectral Target Detection - An Experimental Study

被引:0
|
作者
Gunyel, Bertan [1 ]
Cinbis, Ramazan Gokberk [1 ]
Ture, Sedat [1 ]
Gurbuz, Ali Cafer [2 ]
机构
[1] Milsoft Yazilim Teknol, Ankara, Turkey
[2] TOBB Ekon & Teknol Univ, Elekt Elekt Muhendisligi Bolumu, Ankara, Turkey
关键词
hyperspectral target detection; spectral signature; machine learning; DETECTION ALGORITHMS;
D O I
暂无
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
In hyperspectral imaging, the measured spectra are affected by the materials and objects that reside within or in close vicinity of the pixel which is being imaged. The detection of a material or object of interest in an imaged region is a common problem in various application areas. In this work, an experimental study is performed for target detection in hyperspectral images, supported by a performance comparison.
引用
收藏
页码:2627 / 2630
页数:4
相关论文
共 50 条
  • [1] Hyperspectral Target Detection
    Nasrabadi, Nasser M.
    IEEE SIGNAL PROCESSING MAGAZINE, 2014, 31 (01) : 34 - 44
  • [2] Hyperspectral change detection: an experimental comparative study
    Hasanlou, Mahdi
    Seydi, Seyd Teymoor
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 39 (20) : 7029 - 7083
  • [3] Hyperspectral Anomaly Detection: A Dual Theory of Hyperspectral Target Detection
    Chang, Chein-, I
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [4] Oblique hyperspectral target detection
    Bishoff, Josef P.
    Messinger, David W.
    Ientilucci, Emmett J.
    IMAGING SPECTROMETRY XIII, 2008, 7086
  • [5] Target Detection in Hyperspectral Images
    Karakaya, Ahmet
    Yuksel, Seniha Esen
    2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), 2016, : 1501 - 1504
  • [6] A hyperspectral model for target detection
    Bernhardt, Mark
    Clare, Phil
    Cowell, Catherine
    Smith, Moira
    ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XIII, 2007, 6565
  • [7] Study on Improving Hyperspectral Target Detection by Target Signal Exclusion in Matched Filtering
    Kim, Kwang-Eun
    KOREAN JOURNAL OF REMOTE SENSING, 2015, 31 (05) : 433 - 440
  • [8] A Simulation Study of Target Detection Using Hyperspectral Data Analysis
    Sharifahmadian, E.
    Choi, Y.
    Latifi, S.
    AUTOMATIC TARGET RECOGNITION XXIII, 2013, 8744
  • [9] Reconfigurable acceleration for hyperspectral target detection
    Nekovei, Reza
    Ashtijou, Mohammad
    IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 3229 - +
  • [10] CONTRASTIVE LEARNING FOR HYPERSPECTRAL TARGET DETECTION
    Chen, Xi
    Wang, Yulei
    Che, Zongwei
    Zhu, Liyu
    Song, Meiping
    Yu, Haoyang
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 887 - 890