A MULTIMODALIMAGE DESCRIPTORS SYSTEMFOR IMAGERETRIEVALUSING 3D HISTOGRAM AND ORB

Authors

  • Andanagouda Patil M.Tech, Signal Processing, Dept. of EIE, BIT, Bengaluru-560004
  • Dr Suresh H N Professor & Coordinator for PG Studies and Research,Dept. Of Electronics & Instrumentation, BIT, Bengaluru-560004

Keywords:

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Abstract

A prominent research area of retrieving images from a huge database with the help of query image without using
any tag words is a Content Based Image Retrieval (CBIR). Various approaches have been proposed in this area. Since the
use of global features many systems will fail those cannot extract the important features in the image. On having a think
process on this, we came up with a new approach using different kinds of descriptors which can extract as many as features
as possible. Which intern gives us the better results. Hence the multimodal feature descriptors are used here in developing a
CBIR system. We made use of 3D Histogram Technique along with the corner detection with ORB. The results shows that the
accuracy is more compared to the other papers.

Published

2016-05-25

How to Cite

A MULTIMODALIMAGE DESCRIPTORS SYSTEMFOR IMAGERETRIEVALUSING 3D HISTOGRAM AND ORB. (2016). International Journal of Advance Engineering and Research Development (IJAERD), 3(5), 445-449. https://ijaerd.org/index.php/IJAERD/article/view/4777