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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2021-07-01
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| Series: | Frontiers in Psychology |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fpsyg.2021.713545/full |
| _version_ | 1831787698501713920 |
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| author | Yingjing Duan Jie Zhang Xiaoqing Gu |
| author_facet | Yingjing Duan Jie Zhang Xiaoqing Gu |
| author_sort | Yingjing Duan |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-22T13:36:03Z |
| format | Article |
| id | doaj.art-4bad5ac09ce34d4cbd5137efd7705777 |
| institution | Directory Open Access Journal |
| issn | 1664-1078 |
| language | English |
| last_indexed | 2024-12-22T13:36:03Z |
| publishDate | 2021-07-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Psychology |
| spelling | doaj.art-4bad5ac09ce34d4cbd5137efd77057772022-12-21T18:24:03ZengFrontiers Media S.A.Frontiers in Psychology1664-10782021-07-011210.3389/fpsyg.2021.713545713545A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis ModelYingjing Duan0Jie Zhang1Xiaoqing Gu2School of Design, Jiangnan University, Wuxi, ChinaSchool of Design, Jiangnan University, Wuxi, ChinaSchool of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, ChinaWith 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.https://www.frontiersin.org/articles/10.3389/fpsyg.2021.713545/fullartificial intelligenceemotional analysisemotional featuresart derivativesdesign paradigm |
| spellingShingle | Yingjing Duan Jie Zhang Xiaoqing Gu A Novel Paradigm to Design Personalized Derived Images of Art Paintings Using an Intelligent Emotional Analysis Model Frontiers in Psychology artificial intelligence emotional analysis emotional features art derivatives design paradigm |
| 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 | artificial intelligence emotional analysis emotional features art derivatives design paradigm |
| url | https://www.frontiersin.org/articles/10.3389/fpsyg.2021.713545/full |
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