%0 Journal Article
%T Portrait Extraction Algorithm Based on Face Detection and Image Segmentation | Yang | Computer and Information Science | CCSE
%A Chongyi Yang
%A Rui Kong
%A Ruoqi Zhang
%A Wanyu Huang
%J Home | Computer and Information Science | CCSE
%D 2019
%R 10.5539/cis.v12n2p1
%X Aiming to solve a series of problems in photo collection over citizen¡¯s license, this paper proposes Portrait Extraction Algorithm over our face based on facial detection technology and state-of-the-art image segmentation algorithm. Considering an input image where the foreground stands a man with unfixed size and its background is all sorts of complicated background, firstly we use Haar&Adaboost facial detection algorithm as a preprocessing method so as to divide the image into different sub-systems, and we get a fix-sized image of human face. Then we use GrabCut and closed-form algorithm to segment the preprocessed image and output an image which satisfies our requirements (i.e. the fixed size and fixed background). Up to now the GrabCut and closed-form algorithm has been realized, both of which have its own advantages and shortages
%U http://www.ccsenet.org/journal/index.php/cis/article/view/0/38896