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Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation
Resolution enhancement is crucial for human vision. However, it can be resource-consuming in the display pipeline. Therefore, there is a need to develop a lightweight resolution improvement algorithm specifically targeting visual attention regions. This paper presents a spatial-interpolation-based a...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383032/ https://www.ncbi.nlm.nih.gov/pubmed/37514648 http://dx.doi.org/10.3390/s23146354 |
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author | Zhu, Zhixuan He, Xin Li, Chunlai Liu, Shijie Jiang, Kun Li, Kang Wang, Jianyu |
author_facet | Zhu, Zhixuan He, Xin Li, Chunlai Liu, Shijie Jiang, Kun Li, Kang Wang, Jianyu |
author_sort | Zhu, Zhixuan |
collection | PubMed |
description | Resolution enhancement is crucial for human vision. However, it can be resource-consuming in the display pipeline. Therefore, there is a need to develop a lightweight resolution improvement algorithm specifically targeting visual attention regions. This paper presents a spatial-interpolation-based algorithm to improve the resolution of the visual attention area. The eye-tracking system consists of a near-infrared camera and an event camera is proposed to obtain the 3D gaze vector and eye moving trajectory. Secondly, the observation coordinates are obtained by gaze vectors, and the visual attention region is defined by the sensitive field-of-view angle. Then, interpolation-based adaptive spatial resolution enhancement and contrast enhancement adjustment are performed in the visual attention area. Finally, the feasibility of the proposed method is tested on both qualitative and quantitative dimensions. The experimental results demonstrate that the proposed method can significantly improve the visual effects. |
format | Online Article Text |
id | pubmed-10383032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103830322023-07-30 Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation Zhu, Zhixuan He, Xin Li, Chunlai Liu, Shijie Jiang, Kun Li, Kang Wang, Jianyu Sensors (Basel) Article Resolution enhancement is crucial for human vision. However, it can be resource-consuming in the display pipeline. Therefore, there is a need to develop a lightweight resolution improvement algorithm specifically targeting visual attention regions. This paper presents a spatial-interpolation-based algorithm to improve the resolution of the visual attention area. The eye-tracking system consists of a near-infrared camera and an event camera is proposed to obtain the 3D gaze vector and eye moving trajectory. Secondly, the observation coordinates are obtained by gaze vectors, and the visual attention region is defined by the sensitive field-of-view angle. Then, interpolation-based adaptive spatial resolution enhancement and contrast enhancement adjustment are performed in the visual attention area. Finally, the feasibility of the proposed method is tested on both qualitative and quantitative dimensions. The experimental results demonstrate that the proposed method can significantly improve the visual effects. MDPI 2023-07-13 /pmc/articles/PMC10383032/ /pubmed/37514648 http://dx.doi.org/10.3390/s23146354 Text en © 2023 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 Zhu, Zhixuan He, Xin Li, Chunlai Liu, Shijie Jiang, Kun Li, Kang Wang, Jianyu Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation |
title | Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation |
title_full | Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation |
title_fullStr | Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation |
title_full_unstemmed | Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation |
title_short | Adaptive Resolution Enhancement for Visual Attention Regions Based on Spatial Interpolation |
title_sort | adaptive resolution enhancement for visual attention regions based on spatial interpolation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10383032/ https://www.ncbi.nlm.nih.gov/pubmed/37514648 http://dx.doi.org/10.3390/s23146354 |
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