Title :
Interactive foreground extraction for photo and video editing
Author :
Tang, Zhen ; Miao, Zhenjiang
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing
Abstract :
In this paper, we present an interactive foreground extraction tool for photo and video editing purpose. For a photo, it is firstly pre-segmented using a propagation method. Then the user can draw some strokes on the foreground objects and the background scenes to point out witch part of the photo should be extracted as an area of interest (object). A region based graph cuts algorithm is used to segment all the pre-segmented regions into two parts, foreground and background. Then we extend this method to extract foreground object in a video stream. The experiment results demonstrate efficiency of our method.
Keywords :
feature extraction; graph theory; image segmentation; photography; video signal processing; video streaming; foreground object extraction; interactive foreground extraction; photo editing; photo propagation; photo segmentation; region based graph cuts algorithm; video editing; video stream; Data mining; Heuristic algorithms; Image segmentation; Information science; Iterative algorithms; Layout; Pixel; Shape; Streaming media; Sun;
Conference_Titel :
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2178-7
Electronic_ISBN :
978-1-4244-2179-4
DOI :
10.1109/ICOSP.2008.4697413