DocumentCode :
1299808
Title :
Online Video Stream Abstraction and Stylization
Author :
Zhang, Song-Hai ; Li, Xian-Ying ; Hu, Shi-Min ; Martin, Ralph R.
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Volume :
13
Issue :
6
fYear :
2011
Firstpage :
1286
Lastpage :
1294
Abstract :
This paper gives an automatic method for online video stream abstraction, producing a temporally coherent output video stream, in a style with large regions of constant color and highlighted bold edges. Our system includes two novel components. Firstly, to provide coherent and simplified output, we segment frames, and use optical flow to propagate segmentation information from frame to frame; an error control strategy is used to help ensure that the propagated information is reliable. Secondly, to achieve coherent and attractive coloring of the output, we use a color scheme replacement algorithm specifically designed for an online video stream. We demonstrate real-time performance for CIF videos, allowing our approach to be used for live communication and other related applications.
Keywords :
image colour analysis; image segmentation; image sequences; video streaming; CIF videos; color scheme replacement algorithm; error control strategy; online video stream abstraction; online video stream stylization; optical flow; segmentation information; temporally coherent output video stream; Adaptive optics; Coherence; Image color analysis; Image edge detection; Image segmentation; Streaming media; Abstraction; color scheme replacement; optical flow; segmentation; temporal coherence; video stream;
fLanguage :
English
Journal_Title :
Multimedia, IEEE Transactions on
Publisher :
ieee
ISSN :
1520-9210
Type :
jour
DOI :
10.1109/TMM.2011.2165052
Filename :
5986719
Link To Document :
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