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Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model
Visual saliency maps have been developed to estimate the bottom-up visual attention of humans. A conventional saliency map represents a bottom-up visual attention using image features such as the intensity, orientation, and color. However, it is difficult to estimate the visual attention using a con...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8544726/ https://www.ncbi.nlm.nih.gov/pubmed/34698314 http://dx.doi.org/10.3390/vision5040049 |
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author | Takano, Hironobu Nagashima, Taira Nakamura, Kiyomi |
author_facet | Takano, Hironobu Nagashima, Taira Nakamura, Kiyomi |
author_sort | Takano, Hironobu |
collection | PubMed |
description | Visual saliency maps have been developed to estimate the bottom-up visual attention of humans. A conventional saliency map represents a bottom-up visual attention using image features such as the intensity, orientation, and color. However, it is difficult to estimate the visual attention using a conventional saliency map in the case of a top-down visual attention. In this study, we investigate the visual saliency for characters by applying still images including both characters and symbols. The experimental results indicate that characters have specific visual saliency independent of the type of language. |
format | Online Article Text |
id | pubmed-8544726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85447262021-10-26 Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model Takano, Hironobu Nagashima, Taira Nakamura, Kiyomi Vision (Basel) Article Visual saliency maps have been developed to estimate the bottom-up visual attention of humans. A conventional saliency map represents a bottom-up visual attention using image features such as the intensity, orientation, and color. However, it is difficult to estimate the visual attention using a conventional saliency map in the case of a top-down visual attention. In this study, we investigate the visual saliency for characters by applying still images including both characters and symbols. The experimental results indicate that characters have specific visual saliency independent of the type of language. MDPI 2021-10-19 /pmc/articles/PMC8544726/ /pubmed/34698314 http://dx.doi.org/10.3390/vision5040049 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Takano, Hironobu Nagashima, Taira Nakamura, Kiyomi Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model |
title | Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model |
title_full | Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model |
title_fullStr | Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model |
title_full_unstemmed | Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model |
title_short | Characteristics of Visual Saliency Caused by Character Feature for Reconstruction of Saliency Map Model |
title_sort | characteristics of visual saliency caused by character feature for reconstruction of saliency map model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8544726/ https://www.ncbi.nlm.nih.gov/pubmed/34698314 http://dx.doi.org/10.3390/vision5040049 |
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