Adaptive multiscale optical flow estimation

J Li, CP Benton, SG Nikolov, NE Scott-Samuel

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Abstract

The current paper presents a novel adaptive multiscale scheme to estimate optical flow from image sequences. The scheme models estimation uncertainties which are used to reduce the influence of unreliable intermediate estimates on accuracy. The experimental results show that the proposed method provides more accurate estimates for both small and large motions than a standard multiscale scheme in which an increment is added to an intermediate estimate regardless of estimation certainty.
Translated title of the contributionAdaptive multiscale optical flow estimation
Original languageEnglish
Title of host publicationIEEE Conference on Image Processing, San Antonio, TX
Pages1073 - 1076
Number of pages4
Volume1-7
DOIs
Publication statusPublished - 16 Sep 2007

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