Using scene proximity judgments to study food-specific recognition ability

The visual recognition of food depends on both domain-general and domain-specific visual mechanisms. Food-recognition ability negatively correlates with food neophobia (the tendency to avoid novel foods), possibly because the avoidance of novel food may limit perceptual experience that supports food recognition abilities. In prior work this relationship remained when domain-general object shape recognition ability (o) was controlled for, suggesting that this relationship is specific to food recognition. However, it is possible that other general recognition abilities, such as those for color and texture information, could also play a role. To test this, we developed outdoor scene-recognition tests. Like images of prepared food, outdoor scenes are rich in color and texture information. In 204 participants, we replicated previous findings that food-recognition tasks remain correlated after controlling for o. We additionally found that these correlations remain when scene-recognition ability is controlled for, strengthening evidence for a food-specific visual ability. The negative relationship between food-recognition ability and food neophobia also persisted after controlling for both o and scene-recognition ability, supporting the idea that this relationship reflects food-specific processes. These results indicate that food-specific processing goes beyond general visual abilities that apply to shape, color, and texture. The relationship with food neophobia supports a connection between perceptual expertise for food and affective responses to food that could inform interventions for individuals with restricted eating patterns.

Authors

Institutions

Publication Details

Journal
Psychonomic Bulletin & Review
Published
2026-02-17
DOI
https://doi.org/10.3758/s13423-025-02845-9
Primary Topic
Multisensory perception and integration
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Using scene proximity judgments to study food-specific recognition ability

Conor J. R. Smithson, Yiming Lin
Psychonomic Bulletin & Review
Multisensory perception and integration
article

Using scene proximity judgments to study food-specific recognition ability

Conor J. R. Smithson, Yiming Lin
article en

Abstract

The visual recognition of food depends on both domain-general and domain-specific visual mechanisms. Food-recognition ability negatively correlates with food neophobia (the tendency to avoid novel foods), possibly because the avoidance of novel food may limit perceptual experience that supports food recognition abilities. In prior work this relationship remained when domain-general object shape recognition ability (o) was controlled for, suggesting that this relationship is specific to food recognition. However, it is possible that other general recognition abilities, such as those for color and texture information, could also play a role. To test this, we developed outdoor scene-recognition tests. Like images of prepared food, outdoor scenes are rich in color and texture information. In 204 participants, we replicated previous findings that food-recognition tasks remain correlated after controlling for o. We additionally found that these correlations remain when scene-recognition ability is controlled for, strengthening evidence for a food-specific visual ability. The negative relationship between food-recognition ability and food neophobia also persisted after controlling for both o and scene-recognition ability, supporting the idea that this relationship reflects food-specific processes. These results indicate that food-specific processing goes beyond general visual abilities that apply to shape, color, and texture. The relationship with food neophobia supports a connection between perceptual expertise for food and affective responses to food that could inform interventions for individuals with restricted eating patterns.

Psychonomic Bulletin & ReviewVol. 33(3)
Vanderbilt University (US)
National Science Foundation
Zero hunger
Openalex Percentile: Top 55%
Multisensory perception and integration
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Using scene proximity judgments to study food-specific recognition ability — Conor J. R. Smithson, Yiming Lin · Psychonomic Bulletin & Review (2026) | TGRS Research Map | TGRS