Title :
Stereo and Optical Flow Calculation Using Recursive Filter
Author :
Yan Sheng ; Hong Jeong
Author_Institution :
EE Dept., Pohang Univ. of Sci. & Technol., Pohang, South Korea
Abstract :
In this paper, we suggest the relationship, called disparity-optical flow equation, between the two vision quantities: stereo disparity and optical flow, and a recursive filter, as an efficient algorithm. It is shown that, in a general setting, there exist close spatial and temporal relationships between the two quantities. The importance of this discovery is that the vision quantities can be computed simultaneously, on the image level, unlike the previous approaches that tried to determine the two quantities separately. The differences of these methods are apparent when the depths are recovered.
Keywords :
image sequences; recursive filters; stereo image processing; disparity-optical flow equation; optical flow calculation; recursive filter; spatial relationship; stereo disparity; temporal relationship; Computer vision; Equations; Image motion analysis; Image sequences; Merging; Motion estimation; Optical computing; Optical filters; Recursive estimation; Stereo vision;
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
DOI :
10.1109/ICIECS.2009.5364997