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  Categorizing natural objects: a comparison of the visual and the haptic modalities

Gaissert, N., & Wallraven, C. (2012). Categorizing natural objects: a comparison of the visual and the haptic modalities. Experimental Brain Research, 216(1), 123-134. doi:10.1007/s00221-011-2916-4.

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資料種別: 学術論文

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 作成者:
Gaissert, N1, 2, 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              

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 要旨: Although the hands are the most important tool for humans to manipulate objects, only little is known about haptic processing of natural objects. Here, we selected a unique set of natural objects, namely seashells, which vary along a variety of object features, while others are shared across all stimuli. To correctly interact with objects, they have to be identified or categorized. For both processes, measuring similarities between objects is crucial. Our goal is to better understand the haptic similarity percept by comparing it to the visual similarity percept. First, direct similarity measures were analyzed using multidimensional scaling techniques to visualize the perceptual spaces of both modalities. We find that the visual and the haptic modality form almost identical perceptual spaces. Next, we performed three different categorization tasks. All tasks exhibit a highly accurate processing of complex shapes of the haptic modality. Moreover, we find that objects grouped into the same category form regions within the perceptual space. Hence, in both modalities, perceived similarity constitutes the basis for categorizing objects. Moreover, both modalities focus on shape to form categories. Taken together, our results lead to the assumption that the same cognitive processes link haptic and visual similarity perception and the resulting categorization behavior.

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 日付: 2012-01
 出版の状態: 出版
 ページ: -
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 目次: -
 査読: -
 識別子(DOI, ISBNなど): DOI: 10.1007/s00221-011-2916-4
BibTex参照ID: GaissertW2011_2
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出版物名: Experimental Brain Research
  その他 : Exp. Brain Res.
種別: 学術雑誌
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出版社, 出版地: Heidelberg : Springer-Verlag
ページ: - 巻号: 216 (1) 通巻号: - 開始・終了ページ: 123 - 134 識別子(ISBN, ISSN, DOIなど): ISSN: 0014-4819
CoNE: https://pure.mpg.de/cone/journals/resource/954925398496