Title :
Image and video colorization based on prioritized source propagation
Author :
Heu, Jun-Hee ; Hyun, Dae-Young ; Kim, Chang-Su ; Lee, Sang-Uk
Author_Institution :
Signal Process. Lab., Seoul Nat. Univ., Seoul, South Korea
Abstract :
An efficient colorization scheme for images and videos based on prioritized source propagation is proposed in this work. A user first scribbles colors on a set of source pixels in an image or the first frame of a movie. The proposed algorithm then propagates those colors to the other non-source pixels and the subsequent frames. Specifically, the proposed algorithm identifies the non-source pixel with the highest priority, which can be most reliably colorized. Then, its color is interpolated from the neighboring pixels. This is repeated until the whole image or movie is colorized. Simulation results demonstrate that the proposed algorithm yields more reliable colorization performance than the conventional algorithms.
Keywords :
image colour analysis; video signal processing; image colorization; non-source pixels; prioritized source propagation; scribbles colors; source pixels; video colorization; Color; Cost function; Image motion analysis; Laboratories; Motion pictures; Optical propagation; Optical signal processing; Pixel; Signal processing algorithms; Video signal processing; Image colorization; source propagation; video colorization;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5414371