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Current Trends in Science and Technology

an Open Access Publication ISSN: 0976-9730 | 0976-9498

Engineering and Technology

Real Time Implementation of Video Stabilization

Nitu Hadawale,Shraddha Nair, Nutan Ukirde, Prof. S.B. Andre
Department of Electronics& Telecommunication, Jaihind College of Engineering,Kuran,Savitribai Phule Pune University, Pune (MH)India
Online First: February 19, 2018
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Abstract

To improve the quality of input video by removing the jitter and undesired camera motions a video processing method called as video stabilization is used. There are various approaches used for stabilizing the captured videos. The most of the methods does not perform well for slow and smooth of hand held mobile videos. Hence it is desired to coalition, by removing the unwanted Handshakes and undesired motion. Paper focuses on the direct pixel and feature based methods. The paper present various motion models, motion estimation, motion stabilization and smoothening techniques. To remove the rapid variations of digital video recorded by moving camera, this paper uses various techniques.

Keyword : Video stabilization, motion estimation, motion stabilization

  Submitted
Feb 18, 2018
Published
Feb 19, 2018
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References

1. H. C. Chang, S. H. Lai and K. R. Lu, “A robust and efficient video stabilization algorithm”, ICME 04, International Conference on Multimedia and Expo, vol. 1, 2004 June, pp. 29-32. 2. R. Hu, R. Shi, I. Shen and W. Chen, “Video Stabilization Using Scale Invariant Features”, 11th International Conference on Information Visualization (IV'07) IEEE, (2007).1 projected camera motion”, IEEE Transaction on, Circuits and Systems for Video Technology, vol. 19, no. 7, (2009) July, pp. 945-954. 3. Hany Farid and J. B. Woodward, “Video stabilization and Enhancement”, TR 2007-605, Dartmouth College, Computer Science, 1997. 4. Y. Matsushita, E. Ofek, Weina Ge, X. Tang, and H.Y. Shum, “Full frame video stabilization with motion inpainting”, IEEE Transaction Pattern Analysis and Machine Intelligence, Vol. 28, No.7 pp. 11631178, July 2006. 5. Shih-Hsuan Yang, Member, IEEE and Fu-Min Jheng, “An adaptive image stabilization technique”, IEEE International Conference on Systems, Man and Cybernetics Vol. 3 2006. 6. M.J. Tanakian, M. Rezaei, and F. Mohanna, ”Digital video stabilization system by adaptive fuzzy filtering”, 19th European signal processing conference, pp. 318-322, Sept. 2011.
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References

1. H. C. Chang, S. H. Lai and K. R. Lu, “A robust and efficient video stabilization algorithm”, ICME 04, International Conference on Multimedia and Expo, vol. 1, 2004 June, pp. 29-32.
2. R. Hu, R. Shi, I. Shen and W. Chen, “Video Stabilization Using Scale Invariant Features”, 11th International Conference on Information Visualization (IV'07) IEEE, (2007).1 projected camera motion”, IEEE Transaction on, Circuits and Systems for Video Technology, vol. 19, no. 7, (2009) July, pp. 945-954.
3. Hany Farid and J. B. Woodward, “Video stabilization and Enhancement”, TR 2007-605, Dartmouth College, Computer Science, 1997.
4. Y. Matsushita, E. Ofek, Weina Ge, X. Tang, and H.Y. Shum, “Full frame video stabilization with motion inpainting”, IEEE Transaction Pattern Analysis and Machine Intelligence, Vol. 28, No.7 pp. 11631178, July 2006.
5. Shih-Hsuan Yang, Member, IEEE and Fu-Min Jheng, “An adaptive image stabilization technique”, IEEE International Conference on Systems, Man and Cybernetics Vol. 3 2006.
6. M.J. Tanakian, M. Rezaei, and F. Mohanna, ”Digital video stabilization system by adaptive fuzzy filtering”, 19th European signal processing conference, pp. 318-322, Sept. 2011.
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