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Documents authored by Weickert, Joachim


Document
Inpainting-Based Image Compression (Dagstuhl Seminar 16462)

Authors: Christine Guillemot, Gerlind Plonka-Hoch, Thomas Pock, and Joachim Weickert

Published in: Dagstuhl Reports, Volume 6, Issue 11 (2017)


Abstract
Inpainting-based image compression is an emerging paradigm for compressing visual data in a completely different way than popular transform-based methods such as JPEG. The underlying idea sounds very simple: One stores only a small, carefully selected subset of the data, which results in a substantial reduction of the file size. In the decoding phase, one interpolates the missing data by means of a suitable inpainting process. It propagates information from the known data into the areas where nothing has been stored, e.g. by solving a partial differential equation or by clever copy-and-paste mechanisms. Inpainting-based codecs (coders and decoders) are more intuitive than transform-based ones, they are closer to biological mechanisms in our brain, and first results show that they may offer promising performance for high compression rates. However, before these ideas become practically viable, a number of difficult fundamental problems must be solved first. They involve e.g. the selection of the data and the inpainting operator, coding strategies, and the search for highly efficient numerical algorithms. This requires a collaborative effort of experts in data compression, inpainting, optimisation, approximation theory, numerical algorithms, and biological vision. In this Dagstuhl seminar we have brought together leading researcher from all these fields for the first time. It enabled a very fruitful and inspiring interaction which will form the basis for future progress.

Cite as

Christine Guillemot, Gerlind Plonka-Hoch, Thomas Pock, and Joachim Weickert. Inpainting-Based Image Compression (Dagstuhl Seminar 16462). In Dagstuhl Reports, Volume 6, Issue 11, pp. 90-107, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2017)


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@Article{guillemot_et_al:DagRep.6.11.90,
  author =	{Guillemot, Christine and Plonka-Hoch, Gerlind and Pock, Thomas and Weickert, Joachim},
  title =	{{Inpainting-Based Image Compression (Dagstuhl Seminar 16462)}},
  pages =	{90--107},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2017},
  volume =	{6},
  number =	{11},
  editor =	{Guillemot, Christine and Plonka-Hoch, Gerlind and Pock, Thomas and Weickert, Joachim},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.6.11.90},
  URN =		{urn:nbn:de:0030-drops-70406},
  doi =		{10.4230/DagRep.6.11.90},
  annote =	{Keywords: approximation, inpainting, interpolation, lossy image compression, optimisation, partial differential equations (PDEs), sparsity}
}
Document
04131 Abstracts Collection – Geometric Properties from Incomplete Data

Authors: Reinhard Klette, Ryszard Kozera, Lyle Noakes, and Joachim Weickert

Published in: Dagstuhl Seminar Proceedings, Volume 4131, Geometric Properties from Incomplete Data (2006)


Abstract
From 21.03.04 to 26.03.04, the Dagstuhl Seminar 04131 ``Geometric Properties from Incomplete Data'' was held in the International Conference and Research Center (IBFI), Schloss Dagstuhl. During the seminar, several participants presented their current research, and ongoing work and open problems were discussed. Abstracts of the presentations given during the seminar as well as abstracts of seminar results and ideas are put together in this paper. The first section describes the seminar topics and goals in general. Links to extended abstracts or full papers are provided, if available.

Cite as

Reinhard Klette, Ryszard Kozera, Lyle Noakes, and Joachim Weickert. 04131 Abstracts Collection – Geometric Properties from Incomplete Data. In Geometric Properties from Incomplete Data. Dagstuhl Seminar Proceedings, Volume 4131, pp. 1-13, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2006)


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@InProceedings{klette_et_al:DagSemProc.04131.1,
  author =	{Klette, Reinhard and Kozera, Ryszard and Noakes, Lyle and Weickert, Joachim},
  title =	{{04131 Abstracts Collection – Geometric Properties from Incomplete Data}},
  booktitle =	{Geometric Properties from Incomplete Data},
  pages =	{1--13},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2006},
  volume =	{4131},
  editor =	{Reinhard Klette and Ryszard Kozera and Lyle Noakes and Joachim Weickert},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.04131.1},
  URN =		{urn:nbn:de:0030-drops-4652},
  doi =		{10.4230/DagSemProc.04131.1},
  annote =	{Keywords: }
}
Document
04172 Abstracts Collection – Perspectives Workshop: Visualization and Image Processing of Tensor Fields

Authors: Joachim Weickert and Hans Hagen

Published in: Dagstuhl Seminar Proceedings, Volume 4172, Perspectives Workshop: Visualization and Image Processing of Tensor Fields (2006)


Abstract
From 18.04.04 to 23.04.04, the Dagstuhl Seminar 04172 ``Perspectives Workshop: Visualization and Image Processing of Tensor Fields'' was held in the International Conference and Research Center (IBFI), Schloss Dagstuhl. During the seminar, several participants presented their current research, and ongoing work and open problems were discussed. Abstracts of the presentations given during the seminar as well as abstracts of seminar results and ideas are put together in this paper. The first section describes the seminar topics and goals in general. Links to extended abstracts or full papers are provided, if available.

Cite as

Joachim Weickert and Hans Hagen. 04172 Abstracts Collection – Perspectives Workshop: Visualization and Image Processing of Tensor Fields. In Perspectives Workshop: Visualization and Image Processing of Tensor Fields. Dagstuhl Seminar Proceedings, Volume 4172, pp. 1-12, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2006)


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@InProceedings{weickert_et_al:DagSemProc.04172.1,
  author =	{Weickert, Joachim and Hagen, Hans},
  title =	{{04172 Abstracts Collection – Perspectives Workshop: Visualization and Image Processing of Tensor Fields}},
  booktitle =	{Perspectives Workshop: Visualization and Image Processing of Tensor Fields},
  pages =	{1--12},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2006},
  volume =	{4172},
  editor =	{Joachim Weickert and Hans Hagen},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.04172.1},
  URN =		{urn:nbn:de:0030-drops-4692},
  doi =		{10.4230/DagSemProc.04172.1},
  annote =	{Keywords: }
}
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