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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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. |
format | Online Article Text |
id | pubmed-8914553 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT cheesemanjacobr scaleambiguitiesinmaterialrecognition AT flemingrolandw scaleambiguitiesinmaterialrecognition AT schmidtfilipp scaleambiguitiesinmaterialrecognition |