DocumentCode
1741616
Title
A data fusion solution to the accuracy-efficiency trade-off problem in motion estimation
Author
Peacock, A.M. ; Renshaw, D. ; Hannah, J.
Author_Institution
Dept. of Electr. Eng., Edinburgh Univ., UK
Volume
1
fYear
2000
fDate
2000
Firstpage
840
Abstract
There is often a trade-off between the accuracy and the speed of optical flow techniques. Given similar computational resources, this trade-off results in some techniques making infrequent but accurate estimates of motion while others make more frequent but less accurate estimates. This paper proposes a novel method which enables the results of the more accurate techniques to be used to improve the accuracy of the faster techniques. The method is a combination of data fusion methods with predictors
Keywords
image sequences; motion estimation; prediction theory; sensor fusion; accuracy-efficiency trade-off problem; data fusion methods; data fusion solution; motion estimation; optical flow; predict-fuse approach; predictors; Costs; Equations; Image converters; Image motion analysis; Image processing; Motion estimation; Motion measurement; Runtime;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location
Vancouver, BC
ISSN
1522-4880
Print_ISBN
0-7803-6297-7
Type
conf
DOI
10.1109/ICIP.2000.901090
Filename
901090
Link To Document