DocumentCode :
3405795
Title :
A novel matting system using human selective attention
Author :
Sun, Wei ; Luo, Siwei ; Wu, Lina
Author_Institution :
Sch. of Comput. & Inf. Technol., Beijing Jiaotong Univ., Beijing, China
fYear :
2010
fDate :
24-28 Oct. 2010
Firstpage :
767
Lastpage :
770
Abstract :
Image matting is an important task in image and video editing. In this paper we propose a novel matting system, which can provide good results with less human intervention. We split the task into two steps: attention-based scribble extraction followed by alpha matting. We use the attention shift trace which is refined in the HSI color space as the useful constraints for matting algorithm instead of user-specified constraints. Distinct from previous approaches, the system presents the advantage of being natural and intuitive to humans and less human intervention.
Keywords :
image colour analysis; HSI color space; alpha matting; attention based scribble extraction; human selective attention; image editing; matting system; video editing; Computational modeling; Estimation; Humans; Image color analysis; Image segmentation; Pixel; Visualization; image matting; interactive system; visual attention;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
Type :
conf
DOI :
10.1109/ICOSP.2010.5655919
Filename :
5655919
Link To Document :
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