The widespread diffusion of hand-held devices with video recording capabilities requires the adoption of reliable Digital Stabilization methods to enjoy the acquired sequences without disturbing jerkiness. In order to effectively get rid of the unwanted camera movements, an estimate of the global motion between adjacent frames is necessary. This paper presents a novel approach for estimating the global motion between frames using a Curve Warping technique known as Dynamic Time Warping. The proposed algorithm guarantees robustness also in presence of sharp illumination changes and moving objects.

Digital Video Stabilization through Curve Warping Techniques

BATTIATO, SEBASTIANO;
2008-01-01

Abstract

The widespread diffusion of hand-held devices with video recording capabilities requires the adoption of reliable Digital Stabilization methods to enjoy the acquired sequences without disturbing jerkiness. In order to effectively get rid of the unwanted camera movements, an estimate of the global motion between adjacent frames is necessary. This paper presents a novel approach for estimating the global motion between frames using a Curve Warping technique known as Dynamic Time Warping. The proposed algorithm guarantees robustness also in presence of sharp illumination changes and moving objects.
2008
video stabilization; Dynamic Time Warping,; global motion estimation
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11769/27120
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