摘要
通过对现阶段基于草图的图像检索相关技术的研究,尝试构建了领域无关的基于手绘草图的图像检索系统框架,并分别对手绘草图预处理、草图特征表示、草图匹配及图像反馈等系统阶段所涉及的相关技术及其发展进行梳理,进而对基于手绘草图的图像检索系统的相关应用进行总结,展望了手绘草图检索系统在自然人机交互、普适计算、大数据背景下的研究趋势。
This paper build a framework for the domain-independent image retrieval system based on hand-drawn sketches by researching the existing sketch-based image retrieval related technologies. The relevant technologies and their development of the involved system stages such as： hand-drawn sketch preprocessing,sketch feature interpretation,sketch matching,and image feedback were also outlined. Applications relating to sketch-based image retrieval were summarized. Finally,the coming trends of the hand-drawn sketch-based image retrieval system under the background of natural user interface,pervasive computing and big data were forecasted.
出处
《智能系统学报》
CSCD
北大核心
2015年第2期167-177,共11页
CAAI Transactions on Intelligent Systems
基金
国家自然科学基金资助项目(61102037)
哈尔滨工业大学科研创新基金资助项目(HIT.NSRIF.2015057)
关键词
手绘草图
草图特征表示
检索框架
图像检索
大数据
hand-drawn sketches
feature interpretation
image retrieval
human-computer interaction
big data
