Region-based image retrieval using color and texture features on irregular regions of interest

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

The Content-based image retrieval (CBIR) systems and their application in different areas of development, are current research topics, however many of this systems are likely to fail due to use global features which cannot sufficiently capture the important properties of individual objects [1] because generally a typical query image includes relevant objects (e.g., Eiffel Tower), but also irrelevant image areas (including background). Then recently, many research has focused on region-based techniques that allow the user to specify a particular region of an image and the system will return images with similar regions to the query. For that reason this paper proposes a method of retrieval image based on irregular regions of interest where the user can to select one region. Preliminary experimental results show that the proposed method provides better retrieving result than retrieval using some of the existing methods.

Original languageEnglish
Title of host publication2015 IEEE Colombian Conference on Communications and Computing, COLCOM 2015 - Conference Proceedings
EditorsYuli Andrea Rodriguez P
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781479988341
DOIs
StatePublished - 7 Jul 2015
Externally publishedYes
Event2015 IEEE Colombian Conference on Communications and Computing, COLCOM 2015 - Popayan, Colombia
Duration: 13 May 201515 May 2015

Publication series

Name2015 IEEE Colombian Conference on Communications and Computing, COLCOM 2015 - Conference Proceedings

Conference

Conference2015 IEEE Colombian Conference on Communications and Computing, COLCOM 2015
Country/TerritoryColombia
CityPopayan
Period13/05/1515/05/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

  • Content based image retrieval CBIR
  • Global Features
  • Local Features
  • Region based image retrieval RBIR
  • regions of interest

Fingerprint

Dive into the research topics of 'Region-based image retrieval using color and texture features on irregular regions of interest'. Together they form a unique fingerprint.

Cite this