Personalized image aesthetics assessment (PIAA) is challenging due to its highly subjective
nature. People's aesthetic tastes depend on diversified factors, including image …

Challenges in image aesthetics assessment (IAA) arise from that images of different themes
correspond to different evaluation criteria, and learning aesthetics directly from images while …

With the development of the information age, the layout image is no longer a simple
combination of text and graphics, but covers the complex layout image obtained from text …

We present a comprehensive study on a new task named image color aesthetics
assessment (ICAA), which aims to assess color aesthetics based on human perception …

Research in psychology demonstrates that visual features and semantic content can convey
various emotions. Furthermore, studies have proved that image emotion and aesthetics are …

Personalized image aesthetics assessment (PIAA) is aimed at modeling the unique
aesthetic preferences of individuals, based on which personalized aesthetic scores are …

Transformers have shown great potential in various vision tasks, but none of them have
surpassed the best CNN model on image aesthetics assessment (IAA) tasks. IAA is a …

Promotional videos are rapidly becoming a popular medium for persuading people to
change their behaviours in many settings (eg, online shopping, social enterprise initiatives) …

Personalized image aesthetics assessment (PIAA) aims at capturing individual aesthetic
preference. Fine-tuning on personalized data has been proven to be effective in PIAA task …

This paper presents a new user experience for online apartment search using functionality
and comfort as query items. Specifically, it has three technical contributions. First, we present …