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Updated: Jul 4, 2026

Perceptual and Category Processing of the Uncanny Valley Hypothesis' Dimension of Human Likeness: Some Methodological Issues
Published on: June 3, 2013
The preferred level of face categorization depends on discriminability
Christopher D'Lauro1, James W Tanaka, Tim Curran
1Department of Psychology, University of Colorado, Boulder, Colorado 80309-0345, USA. christopher.dlauro@colorado.edu
People typically categorize objects faster at the basic level. However, faces show a subordinate-level advantage, which is influenced by how easily faces can be distinguished from one another.
Area of Science:
- Cognitive psychology
- Perceptual categorization
- Human face recognition
Background:
- Object categorization typically occurs faster at the basic level (e.g., "dog") than at subordinate (e.g., "collie") or superordinate (e.g., "animal") levels.
- Exceptions include expert objects, faces, and atypical items, which exhibit faster subordinate-level categorization.
- The subordinate-level advantage for faces may be linked to their discriminability within a stimulus set.
Purpose of the Study:
- To investigate the influence of stimulus discriminability on face categorization.
- To determine if perceptual similarity affects the subordinate-level advantage for faces.
- To explore how contextual similarity impacts face categorization speed.
Main Methods:
- Experiment 1 replicated the subordinate-level advantage for face categorization.
- Experiment 2 manipulated perceptual similarity to test its effect on face categorization.
- Experiment 3 used a within-subjects design to examine the impact of stimulus context on categorization speed.
Main Results:
- The subordinate-level advantage for faces was replicated.
- Increased perceptual similarity of faces led to a basic-level advantage.
- Faces were categorized slower among similar stimuli and faster among diverse stimuli.
Conclusions:
- Face categorization speed is sensitive to perceptual discriminability.
- The context of similar or diverse stimuli significantly influences face categorization efficiency.
- These findings highlight the role of stimulus properties in overriding typical categorization hierarchies.
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