Personality-assisted multi-task learning for generic and personalized image aesthetics assessment

• Main Authors: Li, Leida, Zhu, Hancheng, Zhao, Sicheng, Ding, Guiguang, Lin, Weisi
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Image Aesthetics Assessment; Generic and Personalized Image Aesthetics
• Online Access: https://hdl.handle.net/10356/154486
• Institution: Nanyang Technological University

Traditional image aesthetics assessment (IAA) approaches mainly predict the average aesthetic score of an image. However, people tend to have different tastes on image aesthetics, which is mainly determined by their subjective preferences. As an important subjective trait, personality is believed to...