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Curve Estimation and Signal Discrimination in Spatial Problems

Rau, Christian

Description

In many instances arising prominently, but not exclusively, in imaging problems, it is important to condense the salient information so as to obtain a low-dimensional approximant of the data. This thesis is concerned with two basic situations which call for such a dimension reduction. The first of these is the statistical recovery of smooth edges in regression and density surfaces. The edges are understood to be contiguous curves, although they are allowed to meander almost arbitrarily through...[Show more]

CollectionsOpen Access Theses
Date published: 2003-02
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/48023
http://digitalcollections.anu.edu.au/handle/1885/48023

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