云南少数民族服饰数据库、元素库构建与智能检索技术研究

项目名称： 云南少数民族服饰数据库、元素库构建与智能检索技术研究

项目编号： No.61462097

项目类型： 地区科学基金项目

立项/批准年度： 2015

项目学科： 其他

项目作者： 徐天伟

作者单位： 云南师范大学

项目金额： 45万元

中文摘要： 少数民族服饰的保护与开发是民族文化传承与弘扬的重要内容之一。构建少数民族服饰数据库和元素库，是推进少数民族服饰数字化建设的重要工作。本项目选取具有代表性的六个云南少数民族服饰为研究对象，集成计算机科学与技术、民族学、艺术学等多学科技术，研究少数民族服饰数据库的基本标准，构建数字化民族服饰库；从计算机视觉的角度分析服饰图像的颜色、纹理、形状等底层视觉特征，并通过高层语义映射与语义自动标注构建民族服饰元素库；结合相关反馈技术与机器学习理论研究开发支持多查询模式的交互式民族服饰图像检索系统，并对民族服饰元素库进行学习和扩充。项目针对民族服饰图像提出的关键算法为民族服饰数字化处理相关方法带来新的研究思路；项目拟构建的服饰数据库和元素库为服饰研究提供数字化标准对象和重要数据基础，促进对服饰及其元素的研究、重用及开发，推动民族服饰元素在文化、教育、电子商务领域等多个领域的应用。

中文关键词： 少数民族服饰；服饰图像库；服饰元素库；视觉语义；图像检索

英文摘要： The protection and development of minority costumes is an important content of national culture inheritance and promotion. Construction of minority costumes database and elements library is an important work to promote the construction of digital minority costumes. Integrating computer science and technology, ethnology, art and other multi-disciplinary technology, this project selects representative six Yunnan minority costumes, studies the basic standard of minority costumes database, constructs digital library of national costumes; From the view of computer vision, this project try to analyzes low-level visual features of clothing image such as color, texture and shape, and build national costume elements library automatically by the high-level semantic mapping and semantic annotation; Combining with the technique of relevance feedback and machine learning theory this project research aim to develop interactive national clothing image retrieval system that can support query mode and expand national costumes elements library. The key algorithm supposed by this project for national costumes will bring new research idea for the digital process of national costumes; The costumes database and elements library this project plans to build will provide digital standard object and important database for the research on clothing. Meanwhile, it will promote the study of clothing and its elements to reuse and develop, and promote more applications in culture, education, e-commerce and other fields.

英文关键词： Ethnic Costumes;Database of Costumes Images;Library of Costumes element;Visual and Semantic;Image Retrieval