DocumentCode :
261148
Title :
Content based image retrieval using color and texture feature extraction in Android
Author :
Murugan, M. Vel ; Jeyanthi, P.
Author_Institution :
Dept. of Inf. Technol., Sathyabama Univ., Chennai, India
fYear :
2014
fDate :
27-28 Feb. 2014
Firstpage :
1
Lastpage :
7
Abstract :
In this paper, we present an approach for effective content based image retrieval by color and texture based on genetic algorithm and euclidean distance method to achieve good image retrieval performance in Android mobile environment. In recent years the Google´s Android play an important role in mobile operating system. It can provide number of application to the user like e-mail, web browser, video and audio player, maps, google play and so on. The content based image retrieval plays an important role in image retrieval methods. Where the color feature extraction is done by color Histogram refinement method and the texture feature extraction is acquired by gray level co-occurrence matrix (GLCM). This integrated feature of color and texture can provide better result for image retrieval in Google´s Android mobile operating system.
Keywords :
Android (operating system); content-based retrieval; feature extraction; genetic algorithms; image colour analysis; image retrieval; image texture; matrix algebra; mobile computing; Android mobile environment; Euclidean distance method; GLCM; Google Android mobile operating system; color feature extraction; color histogram refinement method; content based image retrieval; genetic algorithm; gray level co-occurrence matrix; texture feature extraction; Feature extraction; Histograms; Image color analysis; Image retrieval; Mobile communication; Operating systems; Smart phones; Android Operating System; Color Co-Occurrence Matrix (CCM); Color Histogram; Content Based Image Retrieval (CBIR); Feature Extraction; Gray Level Co-occurrence Matrix (GLCM); Precision;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Communication and Embedded Systems (ICICES), 2014 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4799-3835-3
Type :
conf
DOI :
10.1109/ICICES.2014.7034033
Filename :
7034033
Link To Document :
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