Digital Video Stabilization Using Radon Transform

Digital video stabilization is a category of techniques used to reduce the impact of unintentional camera motion such as jitter, jiggle, and other unsteady motions. These unintentional shakings degrade visual quality of videos and reduce the performance of subsequent processes such as video compress...

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Bibliographic Details
Main Authors: Babagholami-Mohamadabadi, Behnam, Bagheri-Khaligh, A., Hassanpour, R.
Format: Conference Proceeding
Language:English
Subjects:
Cameras
Equations
Feature extraction
Mathematical model
Motion estimation
Transforms
Vectors
Online Access:Request full text
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Summary:Digital video stabilization is a category of techniques used to reduce the impact of unintentional camera motion such as jitter, jiggle, and other unsteady motions. These unintentional shakings degrade visual quality of videos and reduce the performance of subsequent processes such as video compression. Digital video stabilization which is performed by post processing the acquired frames, suffers from inaccuracy of motion estimation which is mostly due to the local motions of internal moving objects included in videos, and long processing time which prohibits them from being used in real time applications. In this paper we propose a fast and accurate transform based motion estimation method which is robust to internal moving objects. Our experimental results with real and synthesized data indicate efficacy of our proposed method.
DOI:10.1109/DICTA.2012.6411732