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

• المؤلفون الرئيسيون: Li, Leida, Zhu, Hancheng, Zhao, Sicheng, Ding, Guiguang, Lin, Weisi
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering::Computer science and engineering; Image Aesthetics Assessment; Generic and Personalized Image Aesthetics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/154486
• المؤسسة: 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...