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Nonparametric estimation of a point-spread function in multivariate problems

Hall, Peter; Qiu, Peihua


The removal of blur from a signal, in the presence of noise, is readily accomplished if the blur can be described in precise mathematical terms. However, there is growing interest in problems where the extent of blur is known only approximately, for example in terms of a blur function which depends on unknown parameters that must be computed from data. More challenging still is the case where no parametric assumptions are made about the blur function. There has been a limited amount of...[Show more]

CollectionsANU Research Publications
Date published: 2007-10-18
Type: Journal article
Source: Annals of Statistics
DOI: 10.1214/009053606000001442


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