[1]LUO Yan,CAI Zixing.Automatic detection of indicative traffic signs[J].CAAI Transactions on Intelligent Systems,2011,6(3):213-218.
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CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
6
Number of periods:
2011 3
Page number:
213-218
Column:
学术论文—机器感知与模式识别
Public date:
2011-06-25
- Title:
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Automatic detection of indicative traffic signs
- Author(s):
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LUO Yan; CAI Zixing
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School of Information Science and Engineering, Central South University, Changsha 410083, China
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- Keywords:
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indicative traffic signs; HSV color search; circularity; corner detection; distance histogram
- CLC:
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TP391.4
- DOI:
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- Abstract:
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This paper studied the detection algorithms of indicative traffic signs. First, the color segmentation was recorded along with a fast HSV color search method, and later the morphologic preprocessing was taken on the binary image after the color segmentation. Second, circularity and corner detection combined with geometric characteristics were used to judge if a region was an indicative sign. Last, in view of the incomplete edge of the round sign after the color segmentation, a new algorithm was raised based on a distance histogram for confirmation. Experimental results show that this algorithm is accurate and robust for detecting indicative traffic signs in real traffic environments, and also meets the realtime demand.