DocumentCode
3395915
Title
Vision feature image retrieval using Daubechies wavelet
Author
Wang, Yu ; Wu, Xi
Author_Institution
Dept. of Electron. Eng., Chengdu Univ. of Inf. Technol., Chengdu, China
Volume
2
fYear
2010
fDate
30-31 May 2010
Firstpage
546
Lastpage
548
Abstract
his paper proposed an image retrieval method using the Daubechies wavelet and stage treatment. This algorithm decomposes the color information of the image using Daubechies wavelet and constructs the eigenvector using both the low frequency component and the high frequency component. Three features: variance, invariant moment and angle of the eigenvector are used to compare the similarity between the retrieval image and the images in the database. The experiment demonstrates the effectiveness of this method and its time efficiency.
Keywords
Data mining; Feature extraction; Frequency; Histograms; Image databases; Image retrieval; Information retrieval; Signal processing; Spatial databases; Wavelet analysis; Daubechies Wavelet; Image Retrieval; Vision Feature;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Mechatronics and Automation (ICIMA), 2010 2nd International Conference on
Conference_Location
Wuhan, China
Print_ISBN
978-1-4244-7653-4
Type
conf
DOI
10.1109/ICINDMA.2010.5538250
Filename
5538250
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