• DocumentCode
    2485819
  • Title

    Two-Dimensional Logistic Regression

  • Author

    Yun, Woo-han ; Kim, Do-Hyung ; Chi, Su-Young ; Yoon, Ho-Sub

  • Author_Institution
    Electron. & Telecommun. Res. Inst, Daejeon
  • Volume
    2
  • fYear
    2007
  • fDate
    29-31 Oct. 2007
  • Firstpage
    349
  • Lastpage
    353
  • Abstract
    Recently, some 2D based algorithms were proposed for image classification. In this paper, we propose two-dimensional logistic regression for two-class problem. This method has an advantage of memory saving and better performance than other 2D based approaches. The experimental results show two dimensional logistic regression is superior to one dimensional logistic regression and other popular two-dimensional methods.
  • Keywords
    image classification; regression analysis; image classification; logistic regression; memory saving; Artificial intelligence; Databases; Feature extraction; Image classification; Image recognition; Independent component analysis; Intelligent robots; Logistics; Principal component analysis; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
  • Conference_Location
    Patras
  • ISSN
    1082-3409
  • Print_ISBN
    978-0-7695-3015-4
  • Type

    conf

  • DOI
    10.1109/ICTAI.2007.48
  • Filename
    4410404
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2485819