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Scale ambiguities in material recognition

Many natural materials have complex, multi-scale structures. Consequently, the inferred identity of a surface can vary with the assumed spatial scale of the scene: a plowed field seen from afar can resemble corduroy seen up close. We investigated this ‘material-scale ambiguity’ using 87 photographs...

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Detalles Bibliográficos
Autores principales: Cheeseman, Jacob R., Fleming, Roland W., Schmidt, Filipp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914553/
https://www.ncbi.nlm.nih.gov/pubmed/35281732
http://dx.doi.org/10.1016/j.isci.2022.103970
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author Cheeseman, Jacob R.
Fleming, Roland W.
Schmidt, Filipp
author_facet Cheeseman, Jacob R.
Fleming, Roland W.
Schmidt, Filipp
author_sort Cheeseman, Jacob R.
collection PubMed
description Many natural materials have complex, multi-scale structures. Consequently, the inferred identity of a surface can vary with the assumed spatial scale of the scene: a plowed field seen from afar can resemble corduroy seen up close. We investigated this ‘material-scale ambiguity’ using 87 photographs of diverse materials (e.g., water, sand, stone, metal, and wood). Across two experiments, separate groups of participants (N = 72 adults) provided judgements of the material category depicted in each image, either with or without manipulations of apparent distance (by verbal instructions, or adding objects of familiar size). Our results demonstrate that these manipulations can cause identical images to be assigned to completely different material categories, depending on the assumed scale. Under challenging conditions, therefore, the categorization of materials is susceptible to simple manipulations of apparent distance, revealing a striking example of top-down effects in the interpretation of image features.
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spelling pubmed-89145532022-03-12 Scale ambiguities in material recognition Cheeseman, Jacob R. Fleming, Roland W. Schmidt, Filipp iScience Article Many natural materials have complex, multi-scale structures. Consequently, the inferred identity of a surface can vary with the assumed spatial scale of the scene: a plowed field seen from afar can resemble corduroy seen up close. We investigated this ‘material-scale ambiguity’ using 87 photographs of diverse materials (e.g., water, sand, stone, metal, and wood). Across two experiments, separate groups of participants (N = 72 adults) provided judgements of the material category depicted in each image, either with or without manipulations of apparent distance (by verbal instructions, or adding objects of familiar size). Our results demonstrate that these manipulations can cause identical images to be assigned to completely different material categories, depending on the assumed scale. Under challenging conditions, therefore, the categorization of materials is susceptible to simple manipulations of apparent distance, revealing a striking example of top-down effects in the interpretation of image features. Elsevier 2022-02-22 /pmc/articles/PMC8914553/ /pubmed/35281732 http://dx.doi.org/10.1016/j.isci.2022.103970 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cheeseman, Jacob R.
Fleming, Roland W.
Schmidt, Filipp
Scale ambiguities in material recognition
title Scale ambiguities in material recognition
title_full Scale ambiguities in material recognition
title_fullStr Scale ambiguities in material recognition
title_full_unstemmed Scale ambiguities in material recognition
title_short Scale ambiguities in material recognition
title_sort scale ambiguities in material recognition
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914553/
https://www.ncbi.nlm.nih.gov/pubmed/35281732
http://dx.doi.org/10.1016/j.isci.2022.103970
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