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Digital video stabilization using radon transform

Babagholami Mohamadabadi, B ; Sharif University of Technology | 2012

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  1. Type of Document: Article
  2. DOI: 10.1109/DICTA.2012.6411732
  3. Publisher: 2012
  4. Abstract:
  5. 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
  6. Keywords:
  7. Motion compensation ; Rigid motion model ; Camera motions ; Digital video stabilizations ; Local motions ; Moving objects ; Post processing ; Processing time ; Radon Transform ; Real-time application ; Rigid motion models ; Techniques used ; Unsteady motion ; Video stabilization ; Visual qualities ; Computer graphics ; Image compression ; Mathematical transformations ; Motion compensation ; Motion estimation ; Multimedia systems ; Stabilization ; Video signal processing
  8. Source: 2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012, 3 December 2012 through 5 December 2012 ; December , 2012 ; 9781467321815 (ISBN)
  9. URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6411732