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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：计算机科学与技术学院党委书记
性别：男
毕业院校：吉林大学
学位：博士
所在单位：计算机科学与技术学院
学科：计算机应用技术
办公地点：海山楼A1022
联系方式：hwge@dlut.edu.cn
电子邮箱：gehw@dlut.edu.cn
Automatic Image Annotation Based on Particle Swarm Optimization and Support Vector Clustering
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论文类型：期刊论文
发表时间：2017-01-01
发表刊物：MATHEMATICAL PROBLEMS IN ENGINEERING
收录刊物：SCIE、EI、Scopus
卷号：2017
ISSN号：1024-123X
摘要：With the progress of network technology, there are more and more digital images of the internet. But most images are not semantically marked, which makes it difficult to retrieve and use. In this paper, a new algorithm is proposed to automatically annotate images based on particle swarm optimization (PSO) and support vector clustering (SVC). The algorithm includes two stages: firstly, PSO algorithm is used to optimize SVC; secondly, the trained SVC algorithm is used to annotate the image automatically. In the experiment, three datasets are used to evaluate the algorithm, and the results show the effectiveness of the algorithm.