BAŘINA David. Gabor Wavelets in Image Processing. In: Proceedings of the 17th Conference STUDENT EEICT 2011. Brno: Brno University of Technology, 2011, pp. 522526. ISBN 9788021442733. 
Publication language:  english 

Original title:  Gabor Wavelets in Image Processing 

Title (cs):  Gaborovy vlnky ve zpracování obrazu 

Pages:  522526 

Proceedings:  Proceedings of the 17th Conference STUDENT EEICT 2011 

Conference:  Student EEICT 2011 

Series:  Volume 3 

Place:  Brno, CZ 

Year:  2011 

ISBN:  9788021442733 

Publisher:  Brno University of Technology 

URL:  http://www.feec.vutbr.cz/EEICT/2011/sbornik/03Doktorske%20projekty/09Grafika%20a%20multimedia/01xbarin02.pdf [PDF] 

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Keywords 

Gabor function, wavelet, feature detection, interest point detection 
Annotation 

The subject of this paper is the procedure of interest point detection using partial derivatives obtained by the separable convolution with complex Gabor wavelet. 
Abstract 

This work shows the use of a twodimensional Gabor wavelets in image processing. Convolution with such a twodimensional wavelet can be separated into two series of onedimensional ones. The key idea of this work is to utilize a Gabor wavelet as a multiscale partial differential operator of a given order. Gabor wavelets are used here to detect edges, corners and blobs. A performance of such an interest point detector is compared to detectors utilizing a Haar wavelet and a derivative of a Gaussian function. The proposed approach may be useful when a fast implementation of the Gabor transform is available or when the transform is already precomputed. 
BibTeX: 

@INPROCEEDINGS{
author = {David Ba{\v{r}}ina},
title = {Gabor Wavelets in Image Processing},
pages = {522526},
booktitle = {Proceedings of the 17th Conference STUDENT EEICT 2011},
series = {Volume 3},
year = {2011},
location = {Brno, CZ},
publisher = {Brno University of Technology},
ISBN = {9788021442733},
language = {english},
url = {http://www.fit.vutbr.cz/research/view_pub.php.en.iso88592?id=9598}
} 