Robust global motion estimation in video stabilization for reducing visually induced motion sickness

Ikuko Tsubaki; Toshiya Morita; Kiyoharu Aizawa; Takahiro Saito

doi:10.1117/12.643259

19 January 2006 Robust global motion estimation in video stabilization for reducing visually induced motion sickness

Ikuko Tsubaki, Toshiya Morita, Kiyoharu Aizawa, Takahiro Saito

Proceedings Volume 6077, Visual Communications and Image Processing 2006; 60771X (2006) https://doi.org/10.1117/12.643259
Event: Electronic Imaging 2006, 2006, San Jose, California, United States

Abstract

We present robust global motion estimation by MDPE algorithm for video stabilization. MDPE algorithm is a robust model fitting method, which has high breakdown point. We evaluate the performance of global motion estimation by robust model fitting methods, M-estimator, RANSAC and MDPE. An improvement of the MDPE for video stabilization is also presented. Finally, the video stabilization based on our robust global motion estimation is examined.

Citation Download Citation

Ikuko Tsubaki, Toshiya Morita, Kiyoharu Aizawa, and Takahiro Saito "Robust global motion estimation in video stabilization for reducing visually induced motion sickness", Proc. SPIE 6077, Visual Communications and Image Processing 2006, 60771X (19 January 2006); https://doi.org/10.1117/12.643259

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