Skip to main content
padlock icon - secure page this page is secure

Reduce Semantic Gap in Content-Based Image Retrieval

Buy Article:

$106.51 + tax (Refund Policy)

CBIR is an image retrieval system that allows user to send query image to the system then gives all similar images based on content of the query image. In CBIR system searches and finds digital images that exist in the database based on the analysis of image features. However, CBIR still have problems in semantic gap and computational load (viz. memory consumed and execution time). There are some techniques of Relevance Feedback in CBIR that have been proposed including ULBRF, FA-RF, NPRF, and PSORF. Based on the results of literature study showed that the Relevance Feedback techniques can reduce semantic gap. However, theses techniques are still left several problems viz. the high computation load and amount of feedback required. Therefore, in order to address of the problems, advised a method namely user feedback objects composite that based on the selection of feedback objects that contained in the image through user feedback’s. This method is supposed to reduce semantic gap, improve precision and recall, and decrease the number of execution times.
No Reference information available - sign in for access.
No Citation information available - sign in for access.
No Supplementary Data.
No Article Media
No Metrics

Keywords: CBIR; Feedback Objects; Relevance Feedback; Semantic Gap

Document Type: Research Article

Affiliations: School of Electrical Engineering and Informatics, Institut Teknologi Bandung, Indonesia

Publication date: November 1, 2017

More about this publication?
  • ADVANCED SCIENCE LETTERS is an international peer-reviewed journal with a very wide-ranging coverage, consolidates research activities in all areas of (1) Physical Sciences, (2) Biological Sciences, (3) Mathematical Sciences, (4) Engineering, (5) Computer and Information Sciences, and (6) Geosciences to publish original short communications, full research papers and timely brief (mini) reviews with authors photo and biography encompassing the basic and applied research and current developments in educational aspects of these scientific areas.
  • Editorial Board
  • Information for Authors
  • Subscribe to this Title
  • Ingenta Connect is not responsible for the content or availability of external websites
  • Access Key
  • Free content
  • Partial Free content
  • New content
  • Open access content
  • Partial Open access content
  • Subscribed content
  • Partial Subscribed content
  • Free trial content
Cookie Policy
Cookie Policy
Ingenta Connect website makes use of cookies so as to keep track of data that you have filled in. I am Happy with this Find out more