A Modified Image Comparison Algorithm Using Histogram Features
Computer Vision and Pattern Recognition
2018-04-05 v1
Abstract
This article discuss the problem of color image content comparison. Particularly, methods of image content comparison are analyzed, restrictions of color histogram are described and a modified method of images content comparison is proposed. This method uses the color histograms and considers color locations. Testing and analyzing of based and modified algorithms are performed. The modified method shows 97% average precision for a collection containing about 700 images without loss of the advantages of based method, i.e. scale and rotation invariant.
Cite
@article{arxiv.1804.01142,
title = {A Modified Image Comparison Algorithm Using Histogram Features},
author = {Anas M. Al-Oraiqat and Natalya S. Kostyukova},
journal= {arXiv preprint arXiv:1804.01142},
year = {2018}
}
Comments
8 pages, 7 figures