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基于形状信息的三角形交通标志检测方法 被引量:7

Triangle Traffic Sign Detection Approach Based on Shape Information
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摘要 提出一种基于快速辐射对称性和Hough变换的三角形交通标志检测方法。利用快速辐射对称性检测三角形的内心,在内心处设置一个窗口对窗口内图像作Hough变换,在图像的Hough域中检测三角形交通标志。实验结果表明,该算法能有效弥补现有同类算法的缺陷,具有较高的检测效率。 A new method based on edge information is proposed.It studies the use of fast symmetry and Hough transform in detection of the triangle traffic sign.The inner circle point of the triangle is detected by fast radial symmetry,and a specified window is used to compute the Hough transform of the small regions of the image.A triangle is detected in Hough filed.Experimental result shows that the algorithm makes up for the shortcomings of existing algorithms and has higher detection efficiency.
作者 何江萍 马彦
出处 《计算机工程》 CAS CSCD 北大核心 2010年第19期198-199,202,共3页 Computer Engineering
关键词 目标检测 HOUGH变换 三角形交通标志 快速辐射对称性 object detection Hough transform triangle traffic sign fast radial symmetry
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  • 1Loy G, Barnes N. Fast Shape-based Road Sign Detection for a Driver Assistance System[C]//Proc. of IEEE International Conference on Intelligent Robots and Systems. Nice, France: IEEE Press, 2004: 70-75.
  • 2Cyganek B L. Road-signs Recognition System for Intelligent Vehicles[C]//Proc. of the 2nd International Workshop on Robot Vision. Auckland, New Zealand: [s. n.], 2008: 219-233.
  • 3Jun-Taek O. Segmentation and Recognition of Traffic Signs Using Shape Information[C]//Proc. of ISVC'05. Lake Tahoe, Nevada, USA: [s. n.], 2005: 519-526.
  • 4黎海兵,易卫东.一种高效检测图像中是否有三角形的算法[J].中国图象图形学报,2008,13(3):456-460. 被引量:5
  • 5Loy G, Zelinsky A. Fast Radial Symmetry for Detecting Points of Interest[J]. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2003, 25(8): 959-973.
  • 6Duda R, Hart P. Use of the Hough Transform to Detect Lines and Curves in Pictures[J]. Communications of the ACM, 1972, 15(1): 11-15.
  • 7Bascon S M. Road-sign Detection and Recognition Based on Support Vector Machines[J]. IEEE Trans. on Intelligent Transport- ation Systems, 2007, 8(2): 264-278.

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