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A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model

With the development of artificial intelligence (AI), it is imperative to combine design methods with new technologies. From the perspective of the personalized design of derived images of art paintings, this study analyzes the new user demand generated by the current situation and background of per...

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Detalles Bibliográficos
Autores principales: Duan, Yingjing, Zhang, Jie, Gu, Xiaoqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8299064/
https://www.ncbi.nlm.nih.gov/pubmed/34305766
http://dx.doi.org/10.3389/fpsyg.2021.713545
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author Duan, Yingjing
Zhang, Jie
Gu, Xiaoqing
author_facet Duan, Yingjing
Zhang, Jie
Gu, Xiaoqing
author_sort Duan, Yingjing
collection PubMed
description With the development of artificial intelligence (AI), it is imperative to combine design methods with new technologies. From the perspective of the personalized design of derived images of art paintings, this study analyzes the new user demand generated by the current situation and background of personalized design, puts forward a new method of derivative design based on AI emotion analysis, verifies the feasibility of the new method by constructing a personalized design system of derived images of art paintings driven by facial emotion features, and explores the method of combining AI emotion recognition, emotion analysis, and personalized design. This study provides new ideas for the design of art derivatives for the future with massive personalized demand. Thinking and practicing from the perspective of the development of new technology will promote the change of design paradigms in the digital age.
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spelling pubmed-82990642021-07-24 A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model Duan, Yingjing Zhang, Jie Gu, Xiaoqing Front Psychol Psychology With the development of artificial intelligence (AI), it is imperative to combine design methods with new technologies. From the perspective of the personalized design of derived images of art paintings, this study analyzes the new user demand generated by the current situation and background of personalized design, puts forward a new method of derivative design based on AI emotion analysis, verifies the feasibility of the new method by constructing a personalized design system of derived images of art paintings driven by facial emotion features, and explores the method of combining AI emotion recognition, emotion analysis, and personalized design. This study provides new ideas for the design of art derivatives for the future with massive personalized demand. Thinking and practicing from the perspective of the development of new technology will promote the change of design paradigms in the digital age. Frontiers Media S.A. 2021-07-09 /pmc/articles/PMC8299064/ /pubmed/34305766 http://dx.doi.org/10.3389/fpsyg.2021.713545 Text en Copyright © 2021 Duan, Zhang and Gu. 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
Duan, Yingjing
Zhang, Jie
Gu, Xiaoqing
A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model
title A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model
title_full A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model
title_fullStr A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model
title_full_unstemmed A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model
title_short A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model
title_sort novel paradigm to design personalized derived images of art paintings using an intelligent emotional analysis model
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8299064/
https://www.ncbi.nlm.nih.gov/pubmed/34305766
http://dx.doi.org/10.3389/fpsyg.2021.713545
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