Super-resolution using multiple quantized images
Proceedings of the 17th International Conference on Image Processing, IEEE 2010
2029 - 2032
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In this paper, we study the effect of limited amplitude resolution (pixel depth) in super-resolution problem. The problem we address differs from the standard super-resolution problem in that amplitude resolution is considered as important as spatial resolution. We study the trade-off between the pixel depth and spatial resolution of low resolution (LR) images in order to obtain the best visual quality in the reconstructed high resolution (HR) image. The proposed framework reveals great flexibility in terms of pixel depth and number of LR images in super-resolution problem, and demonstrates that it is possible to obtain target visual qualities with different measurement scenarios including images with different amplitude and spatial resolutions.
High resolution image
Low resolution images
Published Version (Please cite this version)http://dx.doi.org/10.1109/ICIP.2010.5651039
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