Iterative weighted regularized algorithm for improving the resolution of video sequences. Min-Cheol Hong, Moon Gi Kang, Katsaggelos, A. K. A., Hong, M. C., Kang, M. G., & Katsaggelos, A. K. A. In Proceedings of International Conference on Image Processing, volume 2, pages 474–477, 1997. IEEE, IEEE Comput. Soc.
Iterative weighted regularized algorithm for improving the resolution of video sequences [link]Paper  doi  abstract   bibtex   
This paper introduces an iterative regularized approach to increase the resolution of a video sequence. A multiple input smoothing convex functional is defined and used to obtain a globally optimal high resolution video sequence. A mathematical model of multiple inputs is described by using the point spread function between the original and bilinearly interpolated images in the spatial domain, and motion estimation between frames in the temporal domain. An iterative algorithm is utilized for obtaining the solution. The regularization parameter is updated at each iteration step from the partially restored video sequence. Experimental results demonstrate the capability of the proposed approach.
@inproceedings{hong1997iterative,
abstract = {This paper introduces an iterative regularized approach to increase the resolution of a video sequence. A multiple input smoothing convex functional is defined and used to obtain a globally optimal high resolution video sequence. A mathematical model of multiple inputs is described by using the point spread function between the original and bilinearly interpolated images in the spatial domain, and motion estimation between frames in the temporal domain. An iterative algorithm is utilized for obtaining the solution. The regularization parameter is updated at each iteration step from the partially restored video sequence. Experimental results demonstrate the capability of the proposed approach.},
author = {{Min-Cheol Hong} and {Moon Gi Kang} and Katsaggelos, Aggelos K. A.K. and Hong, Min Cheol and Kang, Moon Gi and Katsaggelos, Aggelos K. A.K.},
booktitle = {Proceedings of International Conference on Image Processing},
doi = {10.1109/ICIP.1997.638811},
isbn = {0-8186-8183-7},
organization = {IEEE},
pages = {474--477},
publisher = {IEEE Comput. Soc},
title = {{Iterative weighted regularized algorithm for improving the resolution of video sequences}},
url = {http://ieeexplore.ieee.org/document/638811/},
volume = {2},
year = {1997}
}

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