Laser & Optoelectronics Progress, Volume. 56, Issue 7, 071006(2019)

Scene Text Detection Algorithm Based on Color Clustering of Textual Pixels

Min Li, Jianbin Zheng, Enqi Zhan*, and Yang Wang
Author Affiliations
  • College of Information Engineering, Wuhan University of Technology, Wuhan, Hubei 430070, China
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    References(18)

    [1] Wang T, Wu D J, Coates A et al. End-to-end text recognition with convolutional neural networks. [C]∥Proceedings of the 21 st International Conference on Pattern Recognition , 3304-3308(2012).

    [2] Zhang Z, Shen W, Yao C et al. Symmetry-based text line detection in natural scenes. [C]∥Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2558-2567(2015).

    [4] Sung M C, Jun B, Cho H et al. Scene text detection with robust character candidate extraction method. [C]∥Proceedings of 13 th International Conference on Document Analysis and Recognition , 426-430(2015).

    [5] Epshtein B, Ofek E, Wexler Y. Detecting text in natural scenes with stroke width transform. [C]∥Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2963-2970(2010).

    [11] Neumann L, Matas J. Efficient Scene text localization and recognition with local character refinement. [C]∥Proceedings of 13 th International Conference on Document Analysis and Recognition , 746-750(2015).

    [17] Bai B, Yin F, Liu C L. Scene text localization using gradient local correlation. [C]∥Proceedings of 12 th International Conference on Document Analysis and Recognition , 1380-1384(2013).

    [18] Shi C Z, Wang C H, Xiao B H et al. Scene text recognition using part-based tree-structured character detection. [C]∥Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2961-2968(2013).

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    Min Li, Jianbin Zheng, Enqi Zhan, Yang Wang. Scene Text Detection Algorithm Based on Color Clustering of Textual Pixels[J]. Laser & Optoelectronics Progress, 2019, 56(7): 071006

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    Paper Information

    Category: Image Processing

    Received: Sep. 3, 2018

    Accepted: Oct. 30, 2018

    Published Online: Jul. 30, 2019

    The Author Email: Zhan Enqi (eqzhan@whut.edu.cn)

    DOI:10.3788/LOP56.071006

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