Social Relation

Social relationship recognition aims to automatically identify the types of relationships between individuals depicted in visual data, such as images or videos. Current research focuses on developing sophisticated deep learning models, including graph-based neural networks and transformer architectures, to improve the accuracy and efficiency of relationship classification, often incorporating contextual information like objects and activities. These advancements are driven by the need for robust and scalable methods applicable to various domains, from social media analysis to assistive robotics, ultimately contributing to a deeper understanding of human interaction and improved human-computer interaction.