A Data Fusion Solution to the Accuracy-Efficiency Trade-Off Problem in Motion Estimation

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.

• Type: Conference
• Year: 2000
• Where: ICIP
• Authors: Andrew M. Peacock, David S. Renshaw, John M. Hannah
• Keywords: Accurate Estimates, Accurate Techniques, ICIP 2000, Image Processing, Optical Flow Techniques