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基于改进SCW的道路标志牌字符定位算法 被引量：1

An Algorithm for the Detection of Text on Road Signs Based on Improved SCW
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摘要 本文提出了一种快速的基于改进SCW的道路标志牌字符定位算法。首先采用改进的自适应图像分割方法SCW对输入图像进行分割,然后对所得二值图像进行连通区域分析,获得斑块信息。最后根据一系列判决标准得出道路标志牌上字符的最终位置。实验结果显示该算法具有很强的准确性和鲁棒性。 A fast and robust Approach for the detection of text on road signs based on improved SCW （ sliding concentric windows） is proposed in this paper. The algorithm mainly contains three stages. We first convert the input image to a binary image using improved SCW then we obtain the blob information using CCA （connected component analysis） , and at last we achieve the final text location on road signs by a number of judging criterions. Experimental results demonstrate the great robustness and efficiency of our method.
作者 刘富强 沙浩
机构地区 同济大学嵌入式系统与服务计算教育部重点实验室/宽带无线通信与多媒体实验室
出处 《中国图象图形学报》 CSCD 北大核心 2007年第10期1869-1872,共4页 Journal of Image and Graphics
关键词 SCW CCA 字符定位 车辆导航 SCW, CCA, character location, vehicle navigation
分类号 TP391.41 [自动化与计算机技术—计算机应用技术]
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参考文献6

  • 1Zheng Da-nian, Zhao Yan-nan, Wang Jia-xin. An efficient method of license location[J]. Pattern Recognition Letters, 2005, 26 ( 15 ) : 2431 - 2438.
  • 2Parker J R, Federal P. An Approach To License Plate Recognition [EB/OL]. http://pharos. cpsc. ucalgary. ca. 2005-01.
  • 3Anagnostopoulos C N E. Anagnostopoulos I E. Loumos V, et al. A license plate-recognition algorithm for intelligent transportation system applications[ J ]. IEEE Transactions on Intelligent Transportation Systems, 2006, 7 (3) : 377 - 392.
  • 4Bhattacharya P. Connected component labeling for binary images on a reconfigurable mesh architectures [ J ]. System Architect, 1996, 42(4) : 309 -313.
  • 5Wu Wen, Chen Xi-lin, Yang Jie. Detection of text on road signs from video[J]. IEEE Transactions on Intelligent Transportation Systems, 2005, 4(6) : 378 -390.
  • 6Gonalez Rafael C, Woods Richard E. Digital Image Processing[M]. Beijing: Published House of Electronics Industry, 2004:537 - 538.

同被引文献13

  • 1Overett G, Petersson L, Andersson L, et al. Boosting a heterogeneous pool of fast hog features for pedestrian and sign detection[C]//1EEE Intelligent Vehicles Symposium. Piscataway, USA: IEEE, 2009: 584-590.
  • 2Nunn C, Kummert A, Muller-Schneiders S. A two stage detection module for traffic signs[C]//2008 1EEE International Conference on Vehicular Electronics and Safety. Piseataway, USA: IEEE, 2008: 248-252.
  • 3Garca-Gamdo M A, Sotelo M A, Martn-Gorostiza E. Fast road sign detection using Hough transform for assisted driving of road vehicles[C]//10th International Conference on Computer Aided Systems Theory. Germany: Springer, 2005: 543-548.
  • 4Belaroussi R, Tarel J. Angle vertex and bisector geometric model for triangular road sign detection[C]//2009 Workshop on Applications of Computer Vision. Piscataway, USA: IEEE, 2009 1-7.
  • 5de la Escalera A, Moreno L E, Salichs M A, et al. Road traffic sign detection and classification[J]. IEEE Transactions on Industrial Electronics, 1997, 44(6): 847-859.
  • 6Ruta, Li Y, Liu X. Towards real-time traffic sign recognition by class-specific discriminative features[C]//Proceeding of the 18th British Machine Vision Conference. UK: BMVA Press, 2007: 399-408.
  • 7Andrey V, Kang-Hyun J. Automatic detection and recognition of traffic signs using geometric structure analysis[C]//2006 SICE-ICASE International Joint Conference. Piscataway, USA: IEEE, 2006: 1451-1456.
  • 8Nguwi Y, Kouzani A, Automatic road sign recognition using neural networks[C]//IEEE International Conference on Neural Networks. Piscataway, USA: IEEE, 2006: 3955-3962.
  • 9Shadeed W, Abu-A1-Nadi D, Mismar M. Road traffic sign detection in color images[C]//Proceedings of 10th IEEE International Conference on Electronics, Circuits and Systems. Piscataway, USA: IEEE, 2003. 890-893.
  • 10Maldonado-bascon S, Lafuente-arroyo S, Gil-jimenez P, et al. Road-Sign Detection and Recognition Based on Support Vector Machines[J]. IEEE Transactions on Intelligent Transportation Systems, 2007, 8(2): 264-278.

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中国图象图形学报
2007年 第10期

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