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
Link To Document