Title :
A method of optical flow computation based on LUV color space
Author :
Xuezhi Xiang ; Yu Peng ; Lei Zhang
Author_Institution :
Dept. of Autom. Meas. & Control, Harbin Inst. of Technol. Univ., Harbin, China
Abstract :
For improving accuracy of optical flow computation, we propose a new method to compute optical flow from both gray and color information. First, the Gauss filter is used to pre-filter the color image sequence. Then optical flow recovery is based on the method of neighborhood least squares using brightness information. And the weight coefficients of local neighborhood are determined by U and V channels in LUV color space. Finally, the optical flow result is filtered by median filter. The experiment results show that the proposed method produces dense optical flow field and accuracy of the results can also be improved.
Keywords :
brightness; image colour analysis; image sequences; least squares approximations; median filters; LUV color space; brightness information; color image sequence; color information; gray information; median filter; neighborhood least squares method; optical flow computation method; Brightness; Color; Computer vision; Equations; Fluid flow measurement; Image motion analysis; Least squares methods; Optical computing; Optical filters; Space technology; LUV; color image; local neighborhood least squares; optical flow;
Conference_Titel :
Test and Measurement, 2009. ICTM '09. International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-4699-5
DOI :
10.1109/ICTM.2009.5413027