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In this paper, we propose a method for spatio-temporal reconstruction of dynamic image sequences. In a method we proposed previously, temporal smoothing in a Karhunen-Loegraveve (KL) or principal components (PC) transform domain was used prior to reconstruction to reduce the effect of noise. Unlike the Bayesian priors that are usually used in image reconstruction, temporal KL smoothing is a data-driven...
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