Use of a priori information in image reconstruction. An Occam's Razor estimate

Details Use of a priori information in image reconstruction. An Occam's Razor estimate Use of a priori information in image reconstruction. An Occam's Razor estimate

Nov 1997

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=1997arep...41..825b&link_type=abstract

Astronomy Reports, Volume 41, Issue 6, November 1997, pp.825-831

Astronomy and Astrophysics

Astronomy

Scientific paper

An Occam's Razor approach for reconstructing images of an object is considered, in which supplementary information about the structure of the object is used together with the non-negativity condition. The object is assumed to include a comparatively smooth component and a set of features of arbitrary specified shape and unknown flux. Taking a priori information into account can substantially enhance the quality of the estimate of the object's structure. The calculation algorithm and model examples are presented. A procedure for the conditional solution of inverse problems based on this method is proposed.

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