Retrieval of images using data mining techniques

Author

Joseph, C. Neethu ; Wilson, Aswathy

Author_Institution

Dept. of Comp. Sci., Jyothi Eng. Coll., Thrissur, India

fYear

2014

fDate

27-29 Nov. 2014

Firstpage

204

Lastpage

208

Abstract

Data mining is an emerging research area, because of the generation of large volume of data. The image mining is new branch of data mining, which deals with the analysis of image data. There is several methods for retrieving images from a large dataset. But they have some drawbacks. In this paper using image mining techniques like clustering and associations rules mining for mine the data from image. And also it uses the fusion of multimodal features like visual and textual. This system produces a better precise and recalls values.

Keywords

data mining; feature extraction; image fusion; image retrieval; image texture; pattern clustering; associations rule mining; clustering; data generation; data mining techniques; image data analysis; image mining techniques; image retrieval; multimodal feature fusion; precise value; recall value; textual feature; visual feature; Association rules; Clustering algorithms; Feature extraction; Image retrieval; Signal processing algorithms; Visualization; association rules mining; clustering; image mining; multimodal fusion;

fLanguage

English

Publisher

ieee

Conference_Titel

Contemporary Computing and Informatics (IC3I), 2014 International Conference on

Conference_Location

Mysore

Type

conf

DOI

10.1109/IC3I.2014.7019795

Filename

7019795