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