Title :
A novel approach for video stabilization
Author :
Abraham, Sherin C. ; Thomas, Maria Renu ; Basheer, Raisa ; Anurenjan, P.R.
Author_Institution :
Dept. of Electron. & Commun., Coll. of Eng., Thiruvananthapuram, Thiruvananthapuram, India
Abstract :
This paper presents the gray-coded bit plane matching algorithm for video stabilization. For improving the performance, Kalman filtering is used. Using GC-BPM algorithm, the unwanted motion of image frames are estimated. Then Kalman filtering is used for smoothening this undesired motion vectors. The stabilized video so obtained is quite qualitatively acceptable. The simulation results using MATLAB is also presented.
Keywords :
Kalman filters; motion estimation; video signal processing; GC-BPM algorithm; Kalman filtering; MATLAB; gray-coded bit plane matching algorithm; image frame unwanted motion estimation; undesired motion vectors; video stabilization; Current measurement; Equations; Kalman filters; Mathematical model; Streaming media; Vectors; ITF; bit plane matching; kalman filter; video stabilisation;
Conference_Titel :
Recent Advances in Intelligent Computational Systems (RAICS), 2011 IEEE
Conference_Location :
Trivandrum
Print_ISBN :
978-1-4244-9478-1
DOI :
10.1109/RAICS.2011.6069288
