Effects of experience and task type on unsupervised categorization of novel, 3D objects
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Background: The Importance of Shape for Visual Categorization Rosch et al. (1976) and others have argued that the shape of objects is a fundamental determinant of category structure. In a previous study [2], we observed that after ten hours of visual exposure to a series of novel, 3D objects, subjects asked to perform free categorization in a sequential presentation task did so primarily on the basis of shape differences as opposed to texture or a combination of both. In contrast, no such preference was found after ten hours of haptic exposure.
[1] Wayne D. Gray,et al. Basic objects in natural categories , 1976, Cognitive Psychology.
[2] R. Klatzky,et al. Haptic exploration in the presence of vision. , 1993, Journal of experimental psychology. Human perception and performance.
[3] Charles A. Collin,et al. Subordinate-level categorization relies on high spatial frequencies to a greater degree than basic-level categorization , 2005, Perception & psychophysics.
[4] Heinrich H. Bülthoff,et al. Object Feature Validation Using Visual and Haptic Similarity Ratings , 2022 .