DocumentCode
2039945
Title
Optical flow generation in color images with using color derivative vector
Author
Shibata, Masaaki ; Ushigome, Naoya ; Ito, Masahide
Author_Institution
Dept. of Electr. & Mech. Eng., Seikei Univ., Tokyo, Japan
fYear
2012
fDate
25-27 March 2012
Firstpage
1
Lastpage
6
Abstract
The paper proposes a novel method for estimating the optical flows from the sequentially captured images with using their own color information. The gradient method is well known as one of the conventional methods to estimate the flows, and then the spatial and temporal derivative of the images are used in the method. Since the color images have richer information than the monochrome ones, they should contribute for estimating the more precise optical flows. In our approach, the color derivative vector (CDV) is introduced to bring out the information in the color images for the optical flow estimation. The CDV is derived from the derivatives of color images, and the optimal CDV provides the concrete weighting values of the RGB data. The optimal CDV is obtained with using the eigenvalues and the eigenvectors of the matrix consisting of the spatial and temporal color derivatives.
Keywords
eigenvalues and eigenfunctions; image colour analysis; image sensors; image sequences; matrix algebra; vectors; CDV; RGB data; color derivative vector; color images; color information; concrete weighting values; matrix eigenvalues; matrix eigenvectors; optical flow estimation; optical flow generation; spatial color derivative; temporal color derivative; vision sensor; Adaptive optics; Color; Computer vision; Image color analysis; Image motion analysis; Optical imaging; Vectors; Camera motion; Color derivative vector; Color image; Image processing; Optical Flow;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Motion Control (AMC), 2012 12th IEEE International Workshop on
Conference_Location
Sarajevo
Print_ISBN
978-1-4577-1072-8
Electronic_ISBN
978-1-4577-1071-1
Type
conf
DOI
10.1109/AMC.2012.6197098
Filename
6197098
Link To Document