计算机工程2012，Vol.38Issue(24)：211-215,5.
基于互联网搜索与反馈验证的图像自动标注
Automatic Image Annotation Based on Internet Search and Verification of Feedback
摘要
Abstract
Up to nowadays, the research of Web-based automatic image annotation is mainly about the problem of the relevance assumption of the image and text, and the main problem of the content-based automatic image annotation is the limit of the database. Aiming at this problem, this paper proposes the Internet-search-based automatic image annotation with the verification of feedback, combining the content-based and the Web-based automatic image annotation. It extracts candidate labels from the search results using Web-based texts associated with the image, and then verifies the final results by using the Internet search results of the candidate labels with the content-based image features. Experimental results show that this method can annotate the large-scale database, with high accuracy, and achieves 7.92% improvement on the basis of web-based automatic image annotation.关键词
图像自动标注/互联网搜索/网页/关联文本/图像内容特征/反馈验证Key words
automatic image annotation/ Internet search/ webpage/ associated text/ image content feature/ verification of feedback分类
信息技术与安全科学引用本文复制引用
俞建松,曹冬林,李绍滋,林达真..基于互联网搜索与反馈验证的图像自动标注[J].计算机工程,2012,38(24):211-215,5.基金项目
国家自然科学基金资助项目(60873179) （60873179）
福建省自然科学基金资助项目(2011J01367) （2011J01367）
高等学校博士学科点专项科研基金资助项目(20090121110032) （20090121110032）
深圳市科技计划基础研究基金资助项目(JC200903180630A) （JC200903180630A）
深圳市科技研发深港创新圈计划基金资助项目(ZYB200907110169A) （ZYB200907110169A）
