Research on the Recognition of Psychological State of Subjects and Colors in Paintings by Artificial Intelligence
With the development of society, mental health problems are becoming more and more prominent, and more and more people are diagnosed with abnormal psychological conditions. For such mental health problems, early identification and diagnosis and timely intervention can effectively block the amplification of psychological problems and also maximize the treatment effect. However, most patients with psychological abnormalities are not recognized at an early stage and fail to receive timely and effective treatment. Painting, as a form of artistic expression, is not only a combination of colors and lines, but also a true reflection of each person's inner feelings and emotions. The use of artificial intelligence technology to automate the identification of human paintings, the theme, colors, lines and composition and other elements, from which the emotional and psychological state of the artist can be extracted, and an early understanding of the mental health of the artist can provide guidance for the treatment of patients with mental anomalies.
Authors
- Yanda Li
- Manchen Xiong
- Yue Zhang (ORCID: https://orcid.org/0000-0002-1984-7450)
Institutions
- Kunming University of Science and Technology (CN)
Publication Details
- Published
- 2024-08-16
- DOI
- https://doi.org/10.1109/docs63458.2024.10704317
- Primary Topic
- Digital Media and Visual Art
- Type
- article
- Field-Weighted Citation Impact
- 0.00