MyJournals Home  

RSS FeedsAlgorithms, Vol. 11, Pages 115: Color-Based Image Retrieval Using Proximity Space Theory (Algorithms)


15 august 2018 10:01:43

Algorithms, Vol. 11, Pages 115: Color-Based Image Retrieval Using Proximity Space Theory (Algorithms)

The goal of object retrieval is to rank a set of images by their similarity compared with a query image. Nowadays, content-based image retrieval is a hot research topic, and color features play an important role in this procedure. However, it is important to establish a measure of image similarity in advance. The innovation point of this paper lies in the following. Firstly, the idea of the proximity space theory is utilized to retrieve the relevant images between the query image and images of database, and we use the color histogram of an image to obtain the Top-ranked colors, which can be regard as the object set. Secondly, the similarity is calculated based on an improved dominance granule structure similarity method. Thus, we propose a color-based image retrieval method by using proximity space theory. To detect the feasibility of this method, we conducted an experiment on COIL-20 image database and Corel-1000 database. Experimental results demonstrate the effectiveness of the proposed framework and its applications. Digg Facebook Google StumbleUpon Twitter
18 viewsCategory: Informatics
Algorithms, Vol. 11, Pages 116: A Robust and Energy-Efficient Weighted Clustering Algorithm on Mobile Ad Hoc Sensor Networks + (Algorithms)
Algorithms, Vol. 11, Pages 114: Revisiting Chameleon Sequences in the Protein Data Bank (Algorithms)
blog comments powered by Disqus
The latest issues of all your favorite science journals on one page


Register | Retrieve



Use these buttons to bookmark us: Digg Facebook Google StumbleUpon Twitter

Valid HTML 4.01 Transitional
Copyright © 2008 - 2019 Indigonet Services B.V.. Contact: Tim Hulsen. Read here our privacy notice.
Other websites of Indigonet Services B.V.: Nieuws Vacatures News Tweets Travel Photos Nachrichten Indigonet Finances Leer Mandarijn