A novel method of straight-lines detection based on Hypercomplex Steerable Filters

Straight-lines detection is an important task in image process and image analysis. For the traditional algorithm, nature images sometimes have the problem with detection inaccurate and without the use of full color information. In order to solve those problems, we proposed a novel image straight-lin...

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Bibliographic Details
Published inProceedings of the 33rd Chinese Control Conference pp. 7361 - 7364
Main Authors Li, Ce, Pan, Xing, Xiao, Limei, Song, Wenyang, Pan, Zhengrong
Format Conference Proceeding
LanguageEnglish
Published TCCT, CAA 01.07.2014
Subjects
Color
Directional Filters
Filtering algorithms
Hypercomplex Steerable Filters
Image color analysis
Image edge detection
Information filtering
Interpolation
Quadrature Filters
Ridge Energy
Straight-lines Detection
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Summary:Straight-lines detection is an important task in image process and image analysis. For the traditional algorithm, nature images sometimes have the problem with detection inaccurate and without the use of full color information. In order to solve those problems, we proposed a novel image straight-lines detection algorithm based on Hypercomplex Steerable Filters. Firstly, the Hypercomplex steerable directional filters and Hypercomplex steerable quadrature filters are constructed. Secondly, the color images of natural scenes are detected by them. Finally, straight-lines detection will be obtained by ridge energy of color images. The proposed straight-lines algorithm also can be used in electric power transmission line detection. The experimental results demonstrate the proposed straight-lines algorithm can achieve a better effect compared with the traditional methods.
ISSN:2161-2927
DOI:10.1109/ChiCC.2014.6896221