Image Retrieval System Base on EMD Similarity Measure and S-Tree
Computer Vision and Pattern Recognition
2015-06-04 v1 Information Retrieval
Abstract
The paper approaches the binary signature for each image based on the percentage of the pixels in each color images, at the same time the paper builds a similar measure between images based on EMD (Earth Mover's Distance). Besides, the paper proceeded to create the S-tree based on the similar measure EMD to store the image's binary signatures to quickly query image signature data. From there, the paper build an image retrieval algorithm and CBIR (Content-Based Image Retrieval) based on a similar measure EMD and S-tree. Based on this theory, the paper proceeded to build application and experimental assessment of the process of querying image on the database system which have over 10,000 images.
Cite
@article{arxiv.1506.01165,
title = {Image Retrieval System Base on EMD Similarity Measure and S-Tree},
author = {Thanh Manh Le and Thanh The Van},
journal= {arXiv preprint arXiv:1506.01165},
year = {2015}
}
Comments
14 pages, 3 figures, Appendix