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Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model
Emotion is a unique ability possessed by human beings as advanced creatures. Emotions give people a unique physical and mental experience. Assigning emotions to computer systems is one of the latest topics in artificial intelligence research. The purpose is to allow machines to achieve natural coord...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8417380/ https://www.ncbi.nlm.nih.gov/pubmed/34489832 http://dx.doi.org/10.3389/fpsyg.2021.730066 |
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author | Cheng, Shenghe |
author_facet | Cheng, Shenghe |
author_sort | Cheng, Shenghe |
collection | PubMed |
description | Emotion is a unique ability possessed by human beings as advanced creatures. Emotions give people a unique physical and mental experience. Assigning emotions to computer systems is one of the latest topics in artificial intelligence research. The purpose is to allow machines to achieve natural coordination between humans and computers. This article focuses on the visual expression of emotion in the dynamic three-dimensional painting system, creating an intelligent painting system and realizing a good user experience. In this paper, the discrete method is used to qualitatively analyze emotions, and the continuous method is used to quantify basic emotions, and emotional modeling and emotional quantitative analysis are proposed to realize quantitative analysis of emotions. Combining these two methods, a comprehensive method is proposed, which uses a continuous method to quantify the basic emotions of each discrete dimension, and finally superimposes them into a comprehensive emotional synthesis model. Emotion modeling is the basis of emotion visualization. Borrowing the relationship between emotion synthesis model and visual emotion elements, this article puts forward the concept of qualitative and quantitative visual emotion elements, and expounds that the multidimensional superposition of visual emotion elements makes dynamic three-dimensional painting system emotions. The experimental results in this article show that the emotional visualization scheme of 100 samples is tested by quantitative statistical methods to demonstrate its effectiveness. Starting from 5 points of concern, the emotion visualization method discussed in this article can indeed convey or suggest a certain positive emotion (the average value of experience, transitivity, and infectiousness > 2.5, and the variance is close to 0), but we also found this recognition at the same time The degree is not high enough, and individual differences are large (mean value < 2.5, variance close to 1). This can indicate that different subjects have different feelings and evaluations of this emotional visualization. As long as the difference is within a reasonable range, this emotional visualization also has practical value, and has the ability to convey or suggest emotions. |
format | Online Article Text |
id | pubmed-8417380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84173802021-09-05 Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model Cheng, Shenghe Front Psychol Psychology Emotion is a unique ability possessed by human beings as advanced creatures. Emotions give people a unique physical and mental experience. Assigning emotions to computer systems is one of the latest topics in artificial intelligence research. The purpose is to allow machines to achieve natural coordination between humans and computers. This article focuses on the visual expression of emotion in the dynamic three-dimensional painting system, creating an intelligent painting system and realizing a good user experience. In this paper, the discrete method is used to qualitatively analyze emotions, and the continuous method is used to quantify basic emotions, and emotional modeling and emotional quantitative analysis are proposed to realize quantitative analysis of emotions. Combining these two methods, a comprehensive method is proposed, which uses a continuous method to quantify the basic emotions of each discrete dimension, and finally superimposes them into a comprehensive emotional synthesis model. Emotion modeling is the basis of emotion visualization. Borrowing the relationship between emotion synthesis model and visual emotion elements, this article puts forward the concept of qualitative and quantitative visual emotion elements, and expounds that the multidimensional superposition of visual emotion elements makes dynamic three-dimensional painting system emotions. The experimental results in this article show that the emotional visualization scheme of 100 samples is tested by quantitative statistical methods to demonstrate its effectiveness. Starting from 5 points of concern, the emotion visualization method discussed in this article can indeed convey or suggest a certain positive emotion (the average value of experience, transitivity, and infectiousness > 2.5, and the variance is close to 0), but we also found this recognition at the same time The degree is not high enough, and individual differences are large (mean value < 2.5, variance close to 1). This can indicate that different subjects have different feelings and evaluations of this emotional visualization. As long as the difference is within a reasonable range, this emotional visualization also has practical value, and has the ability to convey or suggest emotions. Frontiers Media S.A. 2021-08-19 /pmc/articles/PMC8417380/ /pubmed/34489832 http://dx.doi.org/10.3389/fpsyg.2021.730066 Text en Copyright © 2021 Cheng. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Cheng, Shenghe Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model |
title | Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model |
title_full | Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model |
title_fullStr | Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model |
title_full_unstemmed | Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model |
title_short | Visual Expression of Emotion in Dynamic 3D Painting System Based on Emotion Synthesis Model |
title_sort | visual expression of emotion in dynamic 3d painting system based on emotion synthesis model |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8417380/ https://www.ncbi.nlm.nih.gov/pubmed/34489832 http://dx.doi.org/10.3389/fpsyg.2021.730066 |
work_keys_str_mv | AT chengshenghe visualexpressionofemotionindynamic3dpaintingsystembasedonemotionsynthesismodel |