• DocumentCode
    248627
  • Title

    Color features for dating historical color images

  • Author

    Fernando, Basura ; Muselet, Damien ; Khan, Raees ; Tuytelaars, Tinne

  • Author_Institution
    PSI-VISICS, KU Leuven, Leuven, Belgium
  • fYear
    2014
  • fDate
    27-30 Oct. 2014
  • Firstpage
    2589
  • Lastpage
    2593
  • Abstract
    Estimating the age of historical photographs is a challenging task for human beings. Only recently this task has been addressed in computational image analysis perspective. The characteristics of the device used to acquire each photograph are discriminative features for this task. We aim at extracting such characteristics from a historical color photographs. The acquisition device mainly effects two properties of the colors: the distribution of their derivatives and the angles drawn by three consecutive pixels in the RGB space. We propose two color features that take advantage of these observations. We show that these two color descriptors (namely color derivatives and color angles) attain the state-of-the-art in the context of image dating.
  • Keywords
    history; image colour analysis; RGB space; computational image analysis; historical color images; historical color photographs; Cameras; Histograms; Image color analysis; Image edge detection; Support vector machines; Three-dimensional displays; Transforms; Color angles; Color derivatives; Color features; Dating images; Imaging process;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2014 IEEE International Conference on
  • Conference_Location
    Paris
  • Type

    conf

  • DOI
    10.1109/ICIP.2014.7025524
  • Filename
    7025524