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CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses

We present CROCUFID: a CROss-CUltural Food Image Database that currently contains 840 images, including 479 food images with detailed metadata and 165 images of non-food items. The database includes images of sweet, savory, natural, and processed food from Western and Asian cuisines. To create suffi...

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Autores principales: Toet, Alexander, Kaneko, Daisuke, de Kruijf, Inge, Ushiama, Shota, van Schaik, Martin G., Brouwer, Anne-Marie, Kallen, Victor, van Erp, Jan B. F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6355693/
https://www.ncbi.nlm.nih.gov/pubmed/30740078
http://dx.doi.org/10.3389/fpsyg.2019.00058
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author Toet, Alexander
Kaneko, Daisuke
de Kruijf, Inge
Ushiama, Shota
van Schaik, Martin G.
Brouwer, Anne-Marie
Kallen, Victor
van Erp, Jan B. F.
author_facet Toet, Alexander
Kaneko, Daisuke
de Kruijf, Inge
Ushiama, Shota
van Schaik, Martin G.
Brouwer, Anne-Marie
Kallen, Victor
van Erp, Jan B. F.
author_sort Toet, Alexander
collection PubMed
description We present CROCUFID: a CROss-CUltural Food Image Database that currently contains 840 images, including 479 food images with detailed metadata and 165 images of non-food items. The database includes images of sweet, savory, natural, and processed food from Western and Asian cuisines. To create sufficient variability in valence and arousal we included images of food with different degrees of appetitiveness (fresh, unfamiliar, molded or rotten, spoiled, and partly consumed). We used a standardized photographing protocol, resulting in high resolution images depicting all food items on a standard background (a white plate), seen from a fixed viewing (45°) angle. CROCUFID is freely available under the CC-By Attribution 4.0 International license and hosted on the OSF repository. The advantages of the CROCUFID database over other databases are its (1) free availability, (2) full coverage of the valence – arousal space, (3) use of standardized recording methods, (4) inclusion of multiple cuisines and unfamiliar foods, (5) availability of normative and demographic data, (6) high image quality and (7) capability to support future (e.g., virtual and augmented reality) applications. Individuals from the United Kingdom (N = 266), North-America (N = 275), and Japan (N = 264) provided normative ratings of valence, arousal, perceived healthiness, and desire-to-eat using visual analog scales (VAS). In addition, for each image we computed 17 characteristics that are known to influence affective observer responses (e.g., texture, regularity, complexity, and colorfulness). Significant differences between groups and significant correlations between image characteristics and normative ratings were in accordance with previous research, indicating the validity of CROCUFID. We expect that CROCUFID will facilitate comparability across studies and advance experimental research on the determinants of food-elicited emotions. We plan to extend CROCUFID in the future with images of food from a wide range of different cuisines and with non-food images (for applications in for instance neuro-physiological studies). We invite researchers from all parts of the world to contribute to this effort by creating similar image sets that can be linked to this collection, so that CROCUFID will grow into a truly multicultural food database.
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spelling pubmed-63556932019-02-08 CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses Toet, Alexander Kaneko, Daisuke de Kruijf, Inge Ushiama, Shota van Schaik, Martin G. Brouwer, Anne-Marie Kallen, Victor van Erp, Jan B. F. Front Psychol Psychology We present CROCUFID: a CROss-CUltural Food Image Database that currently contains 840 images, including 479 food images with detailed metadata and 165 images of non-food items. The database includes images of sweet, savory, natural, and processed food from Western and Asian cuisines. To create sufficient variability in valence and arousal we included images of food with different degrees of appetitiveness (fresh, unfamiliar, molded or rotten, spoiled, and partly consumed). We used a standardized photographing protocol, resulting in high resolution images depicting all food items on a standard background (a white plate), seen from a fixed viewing (45°) angle. CROCUFID is freely available under the CC-By Attribution 4.0 International license and hosted on the OSF repository. The advantages of the CROCUFID database over other databases are its (1) free availability, (2) full coverage of the valence – arousal space, (3) use of standardized recording methods, (4) inclusion of multiple cuisines and unfamiliar foods, (5) availability of normative and demographic data, (6) high image quality and (7) capability to support future (e.g., virtual and augmented reality) applications. Individuals from the United Kingdom (N = 266), North-America (N = 275), and Japan (N = 264) provided normative ratings of valence, arousal, perceived healthiness, and desire-to-eat using visual analog scales (VAS). In addition, for each image we computed 17 characteristics that are known to influence affective observer responses (e.g., texture, regularity, complexity, and colorfulness). Significant differences between groups and significant correlations between image characteristics and normative ratings were in accordance with previous research, indicating the validity of CROCUFID. We expect that CROCUFID will facilitate comparability across studies and advance experimental research on the determinants of food-elicited emotions. We plan to extend CROCUFID in the future with images of food from a wide range of different cuisines and with non-food images (for applications in for instance neuro-physiological studies). We invite researchers from all parts of the world to contribute to this effort by creating similar image sets that can be linked to this collection, so that CROCUFID will grow into a truly multicultural food database. Frontiers Media S.A. 2019-01-25 /pmc/articles/PMC6355693/ /pubmed/30740078 http://dx.doi.org/10.3389/fpsyg.2019.00058 Text en Copyright © 2019 Toet, Kaneko, de Kruijf, Ushiama, van Schaik, Brouwer, Kallen and van Erp. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Toet, Alexander
Kaneko, Daisuke
de Kruijf, Inge
Ushiama, Shota
van Schaik, Martin G.
Brouwer, Anne-Marie
Kallen, Victor
van Erp, Jan B. F.
CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses
title CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses
title_full CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses
title_fullStr CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses
title_full_unstemmed CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses
title_short CROCUFID: A Cross-Cultural Food Image Database for Research on Food Elicited Affective Responses
title_sort crocufid: a cross-cultural food image database for research on food elicited affective responses
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6355693/
https://www.ncbi.nlm.nih.gov/pubmed/30740078
http://dx.doi.org/10.3389/fpsyg.2019.00058
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