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A novel method of edge detection with Gabor wavelet based on FFTW

Authors :
Zhou Jiaming
He Ke-jia
Tong Chunya
Teng Lin-lin
Zhong Qiubo
Source :
2014 IEEE Workshop on Electronics, Computer and Applications.
Publication Year :
2014
Publisher :
IEEE, 2014.

Abstract

Since remote sensing images' features of substantial data and complex landmark, so it needs a higher requirement for edge detection operator. Using Gabor wavelet as the edge detection operator can get over the limitations of grads operator and Canny operator in edge detection. However, the method based on 2-D Gabor wavelet takes more time. In response to this lack of Gabor wavelet, this paper presents an edge detection method based on parallel processing of FFTW and Gabor wavelet and the experimental analysis shows this method can improve the processing speed of the algorithm greatly.

Details

Database :
OpenAIRE
Journal :
2014 IEEE Workshop on Electronics, Computer and Applications
Accession number :
edsair.doi...........57903ab326fd2b4d04c6a51166df05a8
Full Text :
https://doi.org/10.1109/iweca.2014.6845697