Title :
Video matting by automatic scribbling using Quadra directional filling of segmented frames
Author :
Gupta, Abhinav ; Mangal, Sourabh ; Nagori, Pratik ; Jain, Abhishek ; Khandelwal, Vineet
Author_Institution :
Dept. of Electron. & Commun., Jaypee Inst. of Inf. Technol. Univ., Noida, India
Abstract :
Video matting is defined as the process of changing the background of the video by extracting the foreground image from each frame of a video. In this paper, we propose a video matting technique which uses Ncut segmentation technique to segment the frames. Further, Sobel edge detection technique is used on the segmented frames for detecting edges. Afterwards, Edge thickening process fills up all the gaps in between the edges and Quadra directional filling method generates the probability maps (PMs). The frames are scribbled with reference to the constructed PMs. Scribbled frame and the original frame along with a new background image are then fed to closed form matting technique which gives the frame with the changed background.
Keywords :
edge detection; feature extraction; filling; image segmentation; probability; video signal processing; Ncut segmentation technique; Quadra directional filling method; Sobel edge detection technique; automatic scribbling; edge detection; foreground image; frame segmentation; probability maps; video extraction; video matting; Bayesian methods; Cameras; Closed-form solution; Data mining; Filling; Image edge detection; Image segmentation; Information technology; Motion pictures; Statistics; Automated Scribbling; Matte; Quadra Directional filling; Video Matting;
Conference_Titel :
Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4519-6
Electronic_ISBN :
978-1-4244-4520-2
DOI :
10.1109/ICCSIT.2009.5234624