Fast and low power consumption outliers removal for motion vector estimation

PUGLISI, GIOVANNI
2015-01-01

Abstract

When in a pipeline a robust global motion estimation is needed, RANSAC algorithm is the usual choice. Unfortunately, since RANSAC is an iterative method based on random analysis, it is not suitable for real-time processing. This paper presents an outlier removal algorithm, which reaches a robust estimation (at least equal to RANSAC) with really low power consumption and can be employed for embedded time implementation.
2015
978-3-319-25902-4
978-3-319-25903-1
Motion estimation; Motion retrieval; Optical flow; Outlier removal; Real time; Computer science (all); Theoretical computer science
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