DocumentCode
2826449
Title
Optical flow estimation in omnidirectional images using wavelet approach
Author
Demonceaux, Cédric ; Kachi-Akkouche, Djemâa
Author_Institution
C.R.E.A.
Volume
7
fYear
2003
fDate
16-22 June 2003
Firstpage
76
Lastpage
76
Abstract
The motion estimation computation in the image sequences is a significant problem in image processing. Many researches were carried out on this subject in the image sequences with a traditional camera. These techniques were applied in omnidirectional image sequences. But the majority of these methods are not adapted to this kind of sequences. Indeed they suppose the flow is locally constant but the omnidirectional sensor generates distortions which contradict this assumption. In this paper, we propose a fast method to compute the optical flow in omnidirectional image sequences. This method is based on a Brightness Change Constraint Equation decomposition on a wavelet basis. To take account of the distortions created by the sensor, we replace the assumption of flow locally constant used in traditional images by a hypothesis more appropriate.
Keywords
Brightness; Cameras; Equations; Image motion analysis; Image processing; Image sequences; Motion estimation; Optical computing; Optical distortion; Optical sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision and Pattern Recognition Workshop, 2003. CVPRW '03. Conference on
Conference_Location
Madison, Wisconsin, USA
ISSN
1063-6919
Print_ISBN
0-7695-1900-8
Type
conf
DOI
10.1109/CVPRW.2003.10080
Filename
4624338
Link To Document