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
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;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.901090