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Transmission line extraction method based on Hough transform
- Source :
- The 27th Chinese Control and Decision Conference (2015 CCDC).
- Publication Year :
- 2015
- Publisher :
- IEEE, 2015.
-
Abstract
- The effective extraction of Transmission lines is a very important link in the process of UAV inspection. This paper firstly uses Sobel operator to detect the edge in the transmission lines image after pretreatment, and extracts transmission lines by the traditional Hough transform method. Then it puts forward two algorithms to extract transmission lines. They are the directional wavelet transform based on Hough transform method and the morphology based on Hough transform method. Finally, it compares the three methods on run time and extraction result. The results show that the two new methods based on Hough Transform not only accelerate system running, but also significantly improve the accuracy of transmission lines extraction.
- Subjects :
- Discrete wavelet transform
Engineering
business.industry
Stationary wavelet transform
Second-generation wavelet transform
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Scale-invariant feature transform
Wavelet packet decomposition
Hough transform
law.invention
Wavelet
law
Computer vision
Artificial intelligence
Harmonic wavelet transform
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- The 27th Chinese Control and Decision Conference (2015 CCDC)
- Accession number :
- edsair.doi...........3e3b476adfda42968177ceeb5d5ed23e