现代电影技术Issue(8)：24-31,8.DOI:10.3969/j.issn.1673-3215.2026.08.003
视觉设计元素与审美情感关联的结构化标注方法及系统实现
Structured annotation method and system implementation for correlations be-tween visual design elements and aesthetic emotions
摘要
Abstract
To address the lack of structured representations for correlations between objective visual design elements and subjective aesthetic emotions in existing computational aesthetics research,this study classifies image information into three layers:the fundamental object layer,the artistic expression layer,and the application context layer,according to the human aesthetic cognitive process.A multi-level structured annotation system oriented to aesthetic relevance analysis is designed and implemented.Supported by a unified data description mechanism,dynamic plugin management and auto-matic pre-annotation functions,the system supports collaborative collection and management of multiple types of aesthetic information.In practical dataset construction tasks,the system has completed multi-level aesthetic annotation for 5,000 im-ages,reducing the average annotation time per image from 3 min to 1 min.This work offers a standardized data represen-tation scheme and an engineering implementation framework for analyzing correlations between visual design elements and aesthetic emotions within computational aesthetics,and lays a data foundation for follow-up studies on multimodal aes-thetic modeling and affective attribution analysis.关键词
计算美学/审美体验/结构化标注/数据表达/多模态相关性Key words
Computational Aesthetics/Aesthetic Experience/Structured Annotation/Data Representation/Multimodal Cor-relation分类
社会科学引用本文复制引用
郑屹,石榴丹..视觉设计元素与审美情感关联的结构化标注方法及系统实现[J].现代电影技术,2026,(8):24-31,8.基金项目
北京市科学技术委员会重点项目"多模态世界模型研究与示范应用"(Z251100008125011). （Z251100008125011）
