Image Inpainting by Cooling and Heating

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

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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. s. 591-600 (Lecture notes in computer science; Nr. 4522).

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

Harvard

Gustafsson, DKJ, Pedersen, KS & Nielsen, M 2007, Image Inpainting by Cooling and Heating. i Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007. Springer, Lecture notes in computer science, nr. 4522, s. 591-600,  Scandinavian Conference on Image Analysis, Aalborg, Danmark, 10/06/2007.

APA

Gustafsson, D. K. J., Pedersen, K. S., & Nielsen, M. (2007). Image Inpainting by Cooling and Heating. I Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007 (s. 591-600). Springer. Lecture notes in computer science, Nr. 4522

Vancouver

Gustafsson DKJ, Pedersen KS, Nielsen M. Image Inpainting by Cooling and Heating. I Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007. Springer. 2007. s. 591-600. (Lecture notes in computer science; Nr. 4522).

Author

Gustafsson, David Karl John ; Pedersen, Kim Steenstrup ; Nielsen, Mads. / Image Inpainting by Cooling and Heating. Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007. Springer, 2007. s. 591-600 (Lecture notes in computer science; Nr. 4522).

Bibtex

@inproceedings{1ba0de00b55411dcbee902004c4f4f50,
title = "Image Inpainting by Cooling and Heating",
abstract = "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.",
author = "Gustafsson, {David Karl John} and Pedersen, {Kim Steenstrup} and Mads Nielsen",
year = "2007",
language = "English",
isbn = "9783540730392",
series = "Lecture notes in computer science",
publisher = "Springer",
number = "4522",
pages = "591--600",
booktitle = "Image Analysis",
note = "null ; Conference date: 10-06-2007 Through 14-06-2007",

}

RIS

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