The image retrieval based on transform domain

DOI

10.2991/meic-15.2015.100How to use a DOI?

Keywords

image retrieval; DCT; feature vector; normalized correlation coefficient; robustness.

Abstract

Due to the most of popular algorithms based on image retrieval have a large calculation. While the method of DCT domain have less calculation, and compatible with international popular standard of data compression (JPEG MPEG H261/263). So this paper proposes an image retrieval method based on DCT compression. First, we can extract the feature vector of the image through the DCT transform, and then set up characteristic databases, finally through matching the feature vector of the normalized correlation coefficient (NC) to realize the image retrieval. The results show that this method can not only reduce the database storage space occupied, but also can effectively resist the conventional attacks and geometrical attacks, has strong robustness.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Wei-Bin Fu
AU  - Jingbing Li
AU  - Mengxing Huang
AU  - Yicheng Li
PY  - 2015/04
DA  - 2015/04
TI  - The image retrieval based on transform domain
BT  - Proceedings of the 2015 International Conference on Mechatronics, Electronic, Industrial and Control Engineering
PB  - Atlantis Press
SP  - 431
EP  - 435
SN  - 2352-5401
UR  - https://doi.org/10.2991/meic-15.2015.100
DO  - 10.2991/meic-15.2015.100
ID  - Fu2015/04
ER  -