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Updated: Jun 13, 2026

Perceptual and Category Processing of the Uncanny Valley Hypothesis' Dimension of Human Likeness: Some Methodological Issues
Published on: June 3, 2013
Semantic categorization precedes affective evaluation of visual scenes
Lauri Nummenmaa1, Jukka Hyönä, Manuel G Calvo
1Low Temperature Laboratory, Brain Research Unit, Aalto University School of Science and Technology, Aalto, Finland. nummenmaa@neuro.hut.fi
Semantic categorization is faster than affective categorization. Object recognition is required before affective evaluation, indicating semantic processing precedes emotional analysis.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Visual Perception
Background:
- Understanding the temporal dynamics of visual processing is crucial for cognitive science.
- The interplay between object recognition (semantic processing) and emotional evaluation (affective processing) remains an active area of research.
Purpose of the Study:
- To compare the processing speed and primacy of affective versus semantic categorization of visual scenes.
- To investigate whether affective analysis can occur independently of or prior to semantic object recognition.
Main Methods:
- Utilized forced-choice saccadic and manual response tasks with rapid presentation of emotional and neutral scenes (humans/animals).
- Manipulated visual presentation (extrafoveal vs. foveal) and response modality (saccadic vs. manual).
- Measured categorization accuracy and response times, including exposure thresholds.
Main Results:
- Semantic categorization (e.g., identifying animals) was consistently faster than affective categorization (pleasant/unpleasant scenes).
- Extrafoveal presentation disproportionately slowed affective categorization compared to semantic categorization.
- Lower exposure thresholds were required for accurate semantic categorization than for affective categorization.
Conclusions:
- Affective evaluation of scenes is dependent on, and cannot bypass, semantic object recognition.
- Semantic categorization precedes and is a necessary step for subsequent affective evaluation.
- These findings elucidate the hierarchical nature of visual scene processing, with semantic information being processed first.
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