Title :
Global image registration and video color correction in presence of illumination variations
Author :
Kanj, Ali ; Talbot, Hugues ; Rodriguez Luparello, Raoul
Author_Institution :
Lab. d´Inf. Gaspard Monge, Univ. Paris-Est, Noisy-le-Grand, France
fDate :
April 29 2015-May 1 2015
Abstract :
In high-speed video imaging acquisition, artificial lighting can cause non-uniform luminosity and chroma variation between frames, which is linked to the interaction between the frequency of the lighting power source and of the video acquisition. This problem is commonly dubbed “flicker”. Deflickering techniques are also useful for resolving similar problems encountered in other applications for instance in archived film sequences, image-video compression and time-lapse videos. In this context, this paper introduces a rigid registration method using point descriptors that is robust to illumination variations, and followed by a method for stabilizing brightness variations in image sequences. This method is based on a Least Square adjustment approach. Our results demonstrate the efficacy of our method at correcting global brightness fluctuations in image sequences while maintaining image quality and without introducing artifacts.
Keywords :
data compression; image colour analysis; image registration; image sequences; least squares approximations; lighting; video coding; artificial lighting; chroma variation; deflickering technique; dubbed flickering technique; global image registration; high-speed video imaging acquisition; illumination variation; image sequence; image-video compression; least square adjustment approach; lighting power source; nonuniform luminosity; point descriptor; rigid registration method; time-lapse video compression; video acquisition; video color correction; Brightness; Image color analysis; Image registration; Image restoration; Image sequences; Imaging; Lighting; Flicker removal; High speed imaging; Illumination variations; Image registration;
Conference_Titel :
Digital Information and Communication Technology and its Applications (DICTAP), 2015 Fifth International Conference on
Conference_Location :
Beirut
Print_ISBN :
978-1-4799-4130-8
DOI :
10.1109/DICTAP.2015.7113177