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DPHOTO
2009

Fuzzy-based motion estimation for video stabilization using SIFT interest points

8 years 2 months ago
Fuzzy-based motion estimation for video stabilization using SIFT interest points
In this paper we present a technique which infers interframe motion by tracking SIFT features through consecutive frames: feature points are detected and their stability is evaluated through a combination of geometric error measures and fuzzy logic modelling. Our algorithm does not depend on the point detector adopted prior to SIFT descriptor creation: therefore performance have been evaluated against a wide set of point detection algorithms, in order to investigate how to increase stabilization quality with an appropriate detector.
Sebastiano Battiato, Giovanni Gallo, Giovanni Pugl
Added 17 Feb 2011
Updated 07 Apr 2013
Type Journal
Year 2009
Where DPHOTO
Authors Sebastiano Battiato, Giovanni Gallo, Giovanni Puglisi, Salvatore Scellato
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