摘要
针对当前图像语义标注存在的局限性以及缺乏有效的标注研究平台等问题,文章将用户认知心理研究与可视化及图像标注技术相结合,设计并实现了一种将用户对信息的感性认知与计算机语义处理相结合的图像语义可视化标注研究平台(ISARP),该平台支持标签打分、单标签可视化交互标注以及多标签可视化交互标注3种图像语义标注模式,同时,还为研究人员综合运用问卷调查法、日志分析法、观察法及出声思维法等方法研究用户的标注行为提供了全面支持。可为图像语义及图像用户行为研究提供基础平台与有力工具。
In the view of existing limitation of current image semantic annotation and the lack of effective annotation research platform, this paper combines the research on user cognitive psychology research and the technology of visualization and image an- notation, designs and realizes an image semantic annotation research platform （ISARP） that connects the information emotional recognition of users and the computer semantic processing. The platform can not only supports 3 kinds of image semantic annotation mode, including label marking, single-label visual interactive annotation and multi-label visual interactive annotation, but also provides comprehensive supports for the annotation behavior of research users on the methods of researchers comprehensive questionnaire survey, log analysis, observation and thinking aloud. The paper provides a basic platform and a powerful tool for the research on the image semantic and image user behavior.
出处
《情报理论与实践》
CSSCI
北大核心
2014年第8期111-116,共6页
Information Studies:Theory & Application
基金
国家自然科学基金资助项目"图像信息资源可视化协同语义标注及实现研究"的成果
项目编号:71273195
关键词
图像检索
语义标注
可视化
模型
image retrieval
semantic label
visualization
model
