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  Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing

Bridle, S., Balan, S., Bethge, M., Gentile, M., Harmeling, S., Heymans, C., Hirsch, M., Hosseini, R., Jarvis, M., Kirk, D., Kitching, T., Kuijken, K., Lewis, A., Paulin-Henriksson, S., Schölkopf, B., Velander, M., Voigt, L., Witherick, D., Amara, A., Bernstein, G., Courbin, F., Gill, M., Heavens, A., Mandelbaum, R., Massey, R., Moghaddam, B., Rassat, A., Refregier, A., Rhodes, J., Schrabback, T., Shaw-Taylor, J., Shmakova, M., van Waerbeke, L., & Wittman, D. (2010). Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing. Monthly Notices of the Royal Astronomical Society, 405(3), 2044-2061. doi:10.1111/j.1365-2966.2010.16598.x.

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資料種別: 学術論文

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 作成者:
Bridle, S, 著者
Balan, ST, 著者
Bethge, M1, 2, 著者           
Gentile, M, 著者
Harmeling, S2, 3, 著者           
Heymans, C, 著者
Hirsch, M2, 3, 著者           
Hosseini, R1, 2, 著者           
Jarvis, M, 著者
Kirk, D, 著者
Kitching, T, 著者
Kuijken, K, 著者
Lewis, A, 著者
Paulin-Henriksson, S, 著者
Schölkopf, B2, 3, 著者           
Velander, M, 著者
Voigt, L, 著者
Witherick, D, 著者
Amara, A, 著者
Bernstein, G, 著者
Courbin, F, 著者Gill, M, 著者Heavens, A, 著者Mandelbaum, R, 著者Massey, R, 著者Moghaddam, B, 著者Rassat, A, 著者Refregier, A, 著者Rhodes, J, 著者Schrabback, T, 著者Shaw-Taylor, J, 著者Shmakova, M, 著者van Waerbeke, L, 著者Wittman, D, 著者 全て表示
所属:
1Research Group Computational Vision and Neuroscience, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497805              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794              
3Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              

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 要旨: We present the results of the GREAT08 Challenge, a blind analysis challenge to infer weak gravitational lensing shear distortions from images. The primary goal was to
stimulate new ideas by presenting the problem to researchers outside the shear measurement community. Six GREAT08 Team methods were presented at the launch of
the Challenge and five additional groups submitted results during the 6 month competition. Participants analyzed 30 million simulated galaxies with a range in signal to
noise ratio, point-spread function ellipticity, galaxy size, and galaxy type. The large quantity of simulations allowed shear measurement methods to be assessed at a level
of accuracy suitable for currently planned future cosmic shear observations for the first time. Different methods perform well in different parts of simulation parameter space and come close to the target level of accuracy in several of these. A number of fresh ideas have emerged as a result of the Challenge including a re-examination of the process of combining information from different galaxies, which reduces the dependence on realistic galaxy modelling. The image simulations will become increasingly sophis-
ticated in future GREAT challenges, meanwhile the GREAT08 simulations remain as a benchmark for additional developments in shear measurement algorithms.

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 日付: 2010-07
 出版の状態: 出版
 ページ: -
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 識別子(DOI, ISBNなど): DOI: 10.1111/j.1365-2966.2010.16598.x
BibTex参照ID: 6340
 学位: -

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出版物 1

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出版物名: Monthly Notices of the Royal Astronomical Society
  その他 : Mon. Not. R. Astron. Soc.
種別: 学術雑誌
 著者・編者:
所属:
出版社, 出版地: Oxford : Oxford University Press
ページ: - 巻号: 405 (3) 通巻号: - 開始・終了ページ: 2044 - 2061 識別子(ISBN, ISSN, DOIなど): ISSN: 1365-8711
CoNE: https://pure.mpg.de/cone/journals/resource/1000000000024150