Matching Day and Night Location Images Using SIFT and Logistic Regression


Tekin N. , Peker K. A.

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.1615-1618 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/siu.2015.7130159
  • City: Malatya
  • Country: Turkey
  • Page Numbers: pp.1615-1618

Abstract

SIFT is use for matching images of location and objects or recognizing objects on an image. the method can handle light varying conditions at some points. However the degree of success decreases when we try to match images of locations taken at day to until night time period. Especially matching between day time image and night time image is not successful. We examined how to performance of SIFT method diminish with the change of daylight The other method classification used in matching problem is also examined and compared with SIFT.