Image Inpainting by Cooling and Heating
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Image Inpainting by Cooling and Heating. / Gustafsson, David Karl John; Pedersen, Kim Steenstrup; Nielsen, Mads.
Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007. Springer, 2007. p. 591-600 (Lecture notes in computer science; No. 4522).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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TY - GEN
T1 - Image Inpainting by Cooling and Heating
AU - Gustafsson, David Karl John
AU - Pedersen, Kim Steenstrup
AU - Nielsen, Mads
N1 - Conference code: 15
PY - 2007
Y1 - 2007
N2 - We discuss a method suitable for inpainting both large scale geometric structures and stochastictexture components. We use the well-known FRAMEmodel for inpainting. We introduce a temperatureterm in the learnt FRAME Gibbs distribution. By using a fast cooling scheme a MAP-like solution isfound that can reconstruct the geometricstructure. In a second step a heating scheme is usedthat reconstruct the stochastic texture. Both steps in the reconstruction process are necessary, andcontribute in two very different ways to theappearance of the reconstruction.
AB - We discuss a method suitable for inpainting both large scale geometric structures and stochastictexture components. We use the well-known FRAMEmodel for inpainting. We introduce a temperatureterm in the learnt FRAME Gibbs distribution. By using a fast cooling scheme a MAP-like solution isfound that can reconstruct the geometricstructure. In a second step a heating scheme is usedthat reconstruct the stochastic texture. Both steps in the reconstruction process are necessary, andcontribute in two very different ways to theappearance of the reconstruction.
M3 - Article in proceedings
SN - 9783540730392
T3 - Lecture notes in computer science
SP - 591
EP - 600
BT - Image Analysis
PB - Springer
Y2 - 10 June 2007 through 14 June 2007
ER -
ID: 2030851