Title :
Alpha matting using compressive sensing
Author :
Yoon, Sung Min ; Yoon, G.J.
Author_Institution :
Yonsei Inst. of Convergence Technol., Yonsei Univ., Incheon, South Korea
Abstract :
Image matting may be defined as the extraction and composition of foreground pixels from a given image using colour or opacity estimation. A novel alpha matting methodology is proposed using compressive sensing. The experimental results show that the proposed matting method can provide good mattes from either scribbles or large parts of unknown regions in a trimap.
Keywords :
feature extraction; image colour analysis; alpha matting; compressive sensing; image colour; image foreground pixel composition; image foreground pixel extraction; image matting; image opacity estimation; trimap;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2011.3510