DMCA
Region-Based Color Image Indexing and Retrieval (2001)
Cached
Download Links
- [egnatia.ee.auth.gr]
- [mklab.iti.gr]
- [www.iti.gr]
- DBLP
Other Repositories/Bibliography
| Venue: | in 2001 International Conference on Image Processing (ICIP2001), Thessaloniki |
| Citations: | 9 - 5 self |
BibTeX
@INPROCEEDINGS{Kompatsiaris01region-basedcolor,
author = {Ioannis Kompatsiaris and Evagelia Triantafillou and Michael G. Strintzis},
title = {Region-Based Color Image Indexing and Retrieval},
booktitle = {in 2001 International Conference on Image Processing (ICIP2001), Thessaloniki},
year = {2001},
pages = {7--10}
}
Share
 |
 |
 |
 |
||
OpenURL
Abstract
In this paper a region-based color image indexing and retrieval algorithm is presented. As a basis for the indexing, a novel K-Means segmentation algorithm is used, modified so as to take into account the coherence of the regions. A new color distance is also defined for this algorithm. Based on the extracted regions, characteristic features are estimated using color, texture and shape information. An important and unique aspect of the algorithm is that, in the context of similarity-based querying, the user is allowed to view the internal representation of the submitted image and the query results. Experimental results demonstrate the performance of the algorithm. The development of an intelligent image content-based search engine for the World Wide Web is also presented, as a direct application of the presented algorithm. 1.
Keyphrases
region-based color image indexing similarity-based querying world wide web direct application experimental result retrieval algorithm intelligent image content-based search engine shape information new color distance extracted region internal representation unique aspect characteristic feature presented algorithm query result novel k-means segmentation algorithm
