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  Estimation of the Horizon in Photographed Outdoor Scenes by Human and Machine

Herdtweck, C., & Wallraven, C. (2013). Estimation of the Horizon in Photographed Outdoor Scenes by Human and Machine. PLoS One, 8:, pp. 1-14. doi:10.1371/journal.pone.0081462.

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資料種別: 学術論文

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 作成者:
Herdtweck, C1, 2, 3, 著者           
Wallraven, C, 著者           
所属:
1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              
3Project group: Cognitive Engineering, Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_2528702              

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 要旨: We present three experiments on horizon estimation. In Experiment 1 we verify the human ability to estimate the horizon in static images from only visual input. Estimates are given without time constraints with emphasis on precision. The resulting estimates are used as baseline to evaluate horizon estimates from early visual processes. Stimuli are presented for only ms and then masked to purge visual short-term memory and enforcing estimates to rely on early processes, only. The high agreement between estimates and the lack of a training effect shows that enough information about viewpoint is extracted in the first few hundred milliseconds to make accurate horizon estimation possible. In Experiment 3 we investigate several strategies to estimate the horizon in the computer and compare human with machine “behavior” for different image manipulations and image scene types.

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 日付: 2013-12
 出版の状態: オンラインで出版済み
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 識別子(DOI, ISBNなど): DOI: 10.1371/journal.pone.0081462
eDoc: e81462
BibTex参照ID: WallravenH2013
 学位: -

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出版物 1

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出版物名: PLoS One
種別: 学術雑誌
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出版社, 出版地: San Francisco, CA : Public Library of Science
ページ: - 巻号: 8 通巻号: 12 開始・終了ページ: 1 - 14 識別子(ISBN, ISSN, DOIなど): ISSN: 1932-6203
CoNE: https://pure.mpg.de/cone/journals/resource/1000000000277850