DocumentCode
3336055
Title
Comparative analysis of content based image retrieval using both color and texture
Author
Buch, Priyanka P. ; Vaghasia, Madhuri V. ; Machchhar, Sahista M.
fYear
2011
fDate
8-10 Dec. 2011
Firstpage
1
Lastpage
4
Abstract
Content Based Image Retrieval is the method to retrieve stored image from database by supplying query image instead of text. This is achieved using proper feature extraction and matching process. Here we have implemented two methods of content based image retrieval using color and texture. In both of these method feature extraction of color is done using color moment. While feature extraction of texture is done using wavelet texture features and Gabor texture features. Finally we have retrieved top images using euclidean distance and chi-square distance and we have made comparative analysis.
Keywords
content-based retrieval; feature extraction; image colour analysis; image matching; image retrieval; image texture; Euclidean distance; Gabor texture feature extraction; chisquare distance; color moment; comparative analysis; content based image retrieval; image colour analysis; image matching process; image storage; image texture; query image; wavelet texture feature extraction; Euclidean distance; Feature extraction; Gabor filters; Image color analysis; Image retrieval; Wavelet transforms; CBIR; Feature extraction; Gabor texture feature; color moment; wavelet texture feature;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering (NUiCONE), 2011 Nirma University International Conference on
Conference_Location
Ahmedabad, Gujarat
Print_ISBN
978-1-4577-2169-4
Type
conf
DOI
10.1109/NUiConE.2011.6153243
Filename
6153243
Link To Document