Overview of content clustering algorithms in image retrieval tasks

Abstract

Overview of content clustering algorithms in image retrieval tasks

Ventsov N.N., Dolgov V.V., Podkolzina L.A.

Incoming article date: 01.09.2016

Content Based Image Retrieval is a one of the most popular search methods used in large-scale databases. Comparison the query image with each image of large scale database leads to lowering the systems performance. In this article are considered different clustering algorithms. They may be used for optimizing image searching access period.

Keywords: CBIR, clustering, K-means, fuzzy C-means (FCM), Possibilistic C-means (PCM), bio inspired algorithm