Simultaneous reconstruction of spatial frequency fields and field sample locations

Classically, spatial smoothing methods such as kriging estimate smooth interpolating fields for features measured at well-located points. In this thesis, we make a simultaneous reconstruction of interpolating spatial fields and measurement locations. We give models, and sample-based Bayesian inferen...

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Bibliographic Details
Main Author: Haines, Ross
Other Authors: Nicholls, Geoff
Published: University of Oxford 2016
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.730165