Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Takano, Hironobu, Nagashima, Taira, Nakamura, Kiyomi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1784589878190669824
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
work_keys_str_mv AT takanohironobu characteristicsofvisualsaliencycausedbycharacterfeatureforreconstructionofsaliencymapmodel
AT nagashimataira characteristicsofvisualsaliencycausedbycharacterfeatureforreconstructionofsaliencymapmodel
AT nakamurakiyomi characteristicsofvisualsaliencycausedbycharacterfeatureforreconstructionofsaliencymapmodel