文章基本信息

标题：Impact of clustering in image retrieval techniques
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作者：Priyanka Gupta ; Umesh Kumar ; Ankur Chawla 等
期刊名称：International Journal of Advanced Research In Computer Science and Software Engineering
印刷版ISSN：2277-6451
电子版ISSN：2277-128X
出版年度：2013
卷号：3
期号：4
出版社：S.S. Mishra
摘要：In this paper image retrieval system is explained in which features of input query image are not compared to the features of whole database image, Here hierarchical and k -means clustering is applied on database images so that query image's low level features as texture, shape and spatial are compared to only clustered images features rather than whole database image's features to improve speed, accuracy and efficiency. In this research work accuracy and time have been analyzed due to clustering in database images for retrieval
关键词：CBIR; K-means; hierarchical; clustering; spatial; texture; similarity