An Efficient and Effective Image Retrieval System on the basis of Feature, Matching Measure and sub-space Selection
Journal Title: Journal of Information and Organizational Sciences - Year 2018, Vol 42, Issue 2
Abstract
Since its appearance as a research field, Content-based Image Retrieval (CBIR) system has increasingly received an important attention. Review of literature reveals that the efforts put, up to now, in the field address either effectiveness or efficiency. In this paper, we address both accuracy and efficiencythrough introducing an efficient and an effective image retrieval approach based on feature, matching measure and sub-spaceselection. The selection relies on relevance feedback information injected by the user. The approach is tested on Corel-1Kimages database. The obtained results are very promising.
Authors and Affiliations
Mawloud Mosbah
Keywords
Related Articles
- EP ID EP421468
- DOI 10.31341/jios.42.2.4
- Views 104
- Downloads 0
Beyond Knowledge Integration Barriers in ERP Implementations: An Institutional Approach
The objective of the article is to go beyond the knowledge integration barriers in ERP implementations by analyzing structural, technological, intellectual and socioemotional barriers that appear during an ERP implementa...
Ontology in Information Security
The past several years we have witnessed that information has become the most precious asset, while protection and security of information is becoming an ever greater challenge due to the large amount of knowledge necess...
The Scope of the Concept of Information and the Future of Information Science
The key concept of information science is the concept of information which is tied to a number of complications. The main problem is that there is no definition of this concept. The purpose of this article is an analysis...
Agent-Based Modelling Applied to 5D Model of the HIV Infection
This paper proposes a Multi-Agents Model to simulate the phenomenon of the infection by the Human Immunodeficiency Virus (HIV). Since the HIV was isolated in 1983 and found to be the cause of the Acquired Immune Deficien...
Performance Journey Mapping: Insights from a Methodological Triangulation
This paper presents the results of an evaluation of the Performance Journey Mapping (PJM) framework. PJM is a service performance assessment concept with accompanying tools tailored to the specific performance measuremen...