Image Inpainting by Cooling and Heating

David Karl John Gustafsson, Kim Steenstrup Pedersen, Mads Nielsen

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningpeer review

6 Citationer (Scopus)

Abstract

We discuss a method suitable for inpainting both
large scale geometric structures and stochastic
texture components. We use the well-known FRAME
model for inpainting. We introduce a temperature
term in the learnt FRAME Gibbs distribution. By
using a fast cooling scheme a MAP-like solution is
found that can reconstruct the geometric
structure. In a second step a heating scheme is used
that reconstruct the stochastic texture. Both steps
in the reconstruction process are necessary, and
contribute in two very different ways to the
appearance of the reconstruction.
OriginalsprogEngelsk
TitelImage Analysis : 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007
Antal sider10
ForlagSpringer
Publikationsdato2007
Sider591-600
ISBN (Trykt)9783540730392
StatusUdgivet - 2007
Begivenhed Scandinavian Conference on Image Analysis - Aalborg, Danmark
Varighed: 10 jun. 200714 jun. 2007
Konferencens nummer: 15

Konference

Konference Scandinavian Conference on Image Analysis
Nummer15
Land/OmrådeDanmark
ByAalborg
Periode10/06/200714/06/2007
NavnLecture notes in computer science
Nummer4522
ISSN0302-9743

Citationsformater