COI code: DCEAEM01_038
Paper Language: English
How to Download This Paper
For Downloading the Fulltext of CIVILICA papers please visit the orginal Persian Section of website.
Authors new approach based on Fuzzy Rough theory in Image retrieval based on relevance feedbackMasoumeh Bourjandi - Department of Computer, Aliabad katoul Branch, Islamic Azad University, Aliabad katoul, Iran
Abstract:Feature selection is an important step in image processing, especially for applications such as image retrieval based on content. In a large database, it is not possible to search the entire database of images to identify the images similar to the query image.Thus, techniques that can provide desired characteristics of the user at eachstage of well-timed feedback can be useful to reduce semantic gap and computing the volume. Since the Roughtheoryand Fuzzylogic are two techniques for resolving data ambiguity and uncertainty in image retrieval systems, including content of the images, and the images indexed by user characterize the query image, in this paper, we have proposed a method based on Rough fuzzy theory to reduce the feature vector, update queryimage and provide feedback at each step to determine the classification rules. In order to determine theefficiency of the proposed method, a comparison between the method using a competitive fuzzy edge detection, fuzzy color histogram and color histogram method combined withcolor histogram and fuzzy edges is done. Experiments on the COREL image database with 4000 images has been done. Test results show that the proposed method has higher accuracy than other methods based on the theory of Fuzzy Rough retrieval of images
Keywords:fuzzy rough theory, image retrieval, relevance feedback
COI code: DCEAEM01_038
how to cite to this paper:If you want to refer to this article in your research, you can easily use the following in the resources and references section:
Bourjandi, Masoumeh, 2014, new approach based on Fuzzy Rough theory in Image retrieval based on relevance feedback, 1st National Conference on Development of Civil Engineering, Architecure,Electricity and Mechanical in Iran, گرگان, شركت مهندسي عمران بناي تدبير با همكاري دانشگاه گلستا, دانشگاه گلستان, https://www.civilica.com/Paper-DCEAEM01-DCEAEM01_038.htmlInside the text, wherever referred to or an achievement of this article is mentioned, after mentioning the article, inside the parental, the following specifications are written.
First Time: (Bourjandi, Masoumeh, 2014)
Second and more: (Bourjandi, 2014)
For a complete overview of how to citation please review the following CIVILICA Guide (Citation)
Research Info Management
Export Citation info of this paper to research management softwares
New Related Papers
- Design fractional-order terminal sliding mode controller for a class of fractional-order matched uncertain systems
- Approximation-based control of uncertain helicopter dynamics using MLNN with inputs saturation and saturation compensator
- Saturated output feedback control of uncertain helicopter dynamics and saturation compensator
- A New Configuration of Multilevel Inverter with Lower Number of Circuit Elements
- An Advanced Modular Multilevel Current Source Inverter with Minimum number of Circuit Devices
The Above articles are recently indexed in the related subjects
Iran Scientific Advertisment Netword
Share this paper
WHAT IS COI?
COI is a national code dedicated to all Iranian Conference and Journal Papers. the COI of each paper can be verified online.