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A novel method of edge detection with Gabor wavelet based on FFTW
- 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.
- Subjects :
- business.industry
Gabor wavelet
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Pattern recognition
Edge detection
Deriche edge detector
Wavelet packet decomposition
Operator (computer programming)
Wavelet
Parallel processing (DSP implementation)
Canny edge detector
Computer vision
Artificial intelligence
business
Mathematics
Subjects
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