DocumentCode :
2500298
Title :
A method of color optical flow computation with local and global model combined
Author :
Xiang, Xuezhi ; Zhao, Chunhui ; Zhang, Lei
Author_Institution :
Sch. of Inf. & Commun., Harbin Eng. Univ., Harbin
fYear :
2008
fDate :
25-27 June 2008
Firstpage :
8492
Lastpage :
8496
Abstract :
It is a problem that the results are unstable when local method is used to estimate optical flow at smooth color points. A method was presented to estimate stability through the condition number of local coefficients matrix. And the color results of global smooth were used to replace the unstable results of local color method. The combined model was provided with the advantages of high precision of local model and density of global model. Finally, the fusion optical flow result was filtered by median filter. Experiments show that the method produces density optical flow field and precision of the result can be improved.
Keywords :
image colour analysis; image sequences; median filters; motion estimation; image color; local coefficients matrix; median filter; motion estimation; optical flow; Automation; Biomedical optical imaging; Color; Electronic mail; Image motion analysis; Intelligent control; Motion estimation; Optical computing; Optical filters; Stability; color image; motion estimation; optical flow;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
Type :
conf
DOI :
10.1109/WCICA.2008.4594261
Filename :
4594261
Link To Document :
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