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Spatial resolution Enhancement of Low-Resolution . . . (1998)
| Citations: | 86 - 0 self |
BibTeX
@TECHREPORT{Borman98spatialresolution,
author = {Sean Borman and Robert Stevenson},
title = {Spatial resolution Enhancement of Low-Resolution . . . },
institution = {},
year = {1998}
}
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Abstract
Recent years have seen growing interest in the problem of super-resolution restoration of video sequences. Whereas in the traditional single image restoration problem only a single input image is available for processing, the task of reconstructing super-resolution images from multiple undersampled and degraded images can take advantage of the additional spatiotemporal data available in the image sequence. In particular, camera and scene motion lead to frames in the source video sequence containing similar, but not identical information. The additional information available in these frames make possible reconstruction of visually superior frames at higher resolution than that of the original data. In this paper we review the current state of the art and identify promising directions for future research.
Keyphrases
spatial resolution enhancement video sequence degraded image traditional single image restoration problem superior frame recent year super-resolution restoration current state promising direction scene motion lead possible reconstruction super-resolution image future research image sequence identical information source video sequence original data single input image additional spatiotemporal data additional information
