DocumentCode :
2212755
Title :
Real-Time Facial Sketch Synthesis from Video
Author :
Chen, Xiaoping ; Ye, Si ; Sun, Weiping ; Yu, Shengsheng
Author_Institution :
Coll. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear :
2010
fDate :
7-8 Aug. 2010
Firstpage :
241
Lastpage :
244
Abstract :
In this paper, a facial sketch system based on real-time video is presented. This system automatically synthesizes facial edge sketch by tracking facial main control points (MCPs) accurately. There are four key steps in the system. First, dozens of main control points are obtained from frontal face image by Active Appearance Model (AAM). Second, when face moved or rotated, the new positions of MCPs are computed with optical flow algorithm. Third, face rotate matrix is obtained by considering spatial coherence and time coherence of MCPs. In the last step, cubic B-spline interpolation is introduced to connect the MCPs smoothly for sketch synthesis. Experiments shows our system has good real-time performance, and can get good results when face moved or rotated.
Keywords :
face recognition; image sequences; interpolation; matrix algebra; splines (mathematics); target tracking; video signal processing; active appearance model; cubic B-spline interpolation; face rotate matrix; facial edge sketch synthesis; facial main control points tracking; frontal face image; optical flow algorithm; real time video; spatial coherence; time coherence; AAM; B-spline; Facial sketch synthesis; Optical flow; Rotate matrix;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Communications (Mediacom), 2010 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-0-7695-4136-5
Type :
conf
DOI :
10.1109/MEDIACOM.2010.68
Filename :
5694191
Link To Document :
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