李海芳 温侠 门立环
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摘要： 随着图像检索系统的发展,合理地组织和管理图像数据库已经逐渐成为图像检索的关键。首次将蚁群聚类算法应用在基于图像特征的情感聚类分析中,并对原有的蚁群聚类算法进行了改进。该算法通过计算样本间的欧式距离确定起始蚂蚁,模拟蚂蚁对食物的捡起和丢弃行为,根据提取的图像主颜色特征,对图像情感进行聚类。实验表明该算法能够取得较好的聚类效果和较高的检索效率。
