DocumentCode
3493235
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
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
465
Lastpage
468
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5414371
Filename
5414371
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