IMAGE AND VIDEO COLORIZATION BASED ON PRIORITIZED SOURCE PROPAGATION

被引:19
|
作者
Heu, Jun-Hee [1 ]
Hyun, Dae-Young [1 ]
Kim, Chang-Su [2 ]
Lee, Sang-Uk [1 ]
机构
[1] Seoul Natl Univ, Sch Elect Engn, Signal Proc Lab, Seoul 151, South Korea
[2] Korea Univ, Sch Elect Engn, Seoul, South Korea
关键词
Image colorization; video colorization; and source propagation;
D O I
10.1109/ICIP.2009.5414371
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:465 / +
页数:2
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