Restoration Based Contourlet Transform for Historical Document Image Binarization

被引：0
|
作者：
Zemouri, ET-Tahir [1 ]
Chibani, Youcef [1 ]
Brik, Youcef [1 ]
机构：
[1] USTHB, Fac Elect & Comp Sci, Speech Commun & Signal Proc Lab, Algiers 16111, Algeria
来源：
2014 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS) | 2014年
关键词：
historical document; hinarization; enhancement; contourlet transform; thresholding;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
we propose in this paper, the use of the Contourlet Transform for evaluating the quality of the degraded historical document. To facilitate the binarization, we first improve the quality of the document image by applying the Contourlet Transform, in order to select significant coefficients. After reconstruction, a local thresholding method is used for extracting the foreground text. The proposed method is evaluated on the benchmarking dataset used in the international document image binarization contest (DIBCO 2009/2011 and H-DIBCO 2010/2012) according to the type of degradation. Promising results are obtained comparatively to the standard methods.
引用
收藏
页码：309 / 313
页数：5
相关论文
共 50 条
  • [41] Adaptive binarization of historical document images
    Kavallieratou, Ergina
    Stathis, Stamatatos
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 3, PROCEEDINGS, 2006, : 742 - +
  • [42] Binarization of degraded document image based on contrast enhancement
    Lu Di
    Huang Xin
    Liu Changyuan
    Lin Xue
    Zhang Huayu
    Yan Jun
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 4894 - 4899
  • [43] Super-Resolution Restoration Algorithm Based on Contourlet Transform
    Rong, Huang Chen
    Li, Tang Jia
    2017 9TH INTERNATIONAL CONFERENCE ON ADVANCED INFOCOMM TECHNOLOGY (ICAIT 2017), 2017, : 367 - 371
  • [44] Binarization of Color Historical Document Images Using Local Image Equalization and XDoG
    Roe, Edward
    Mello, Carlos A. B.
    2013 12TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2013, : 205 - 209
  • [45] MSIO: MultiSpectral Document Image BinarizatIOn
    Diem, Markus
    Hollaus, Fabian
    Sablatnig, Robert
    PROCEEDINGS OF 12TH IAPR WORKSHOP ON DOCUMENT ANALYSIS SYSTEMS, (DAS 2016), 2016, : 84 - 89
  • [46] A MULTISCALE OPERATOR FOR DOCUMENT IMAGE BINARIZATION
    Dorini, Leyza Baldo
    Leite, Neucimar Jeronimo
    VISAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1, 2009, : 34 - 39
  • [47] Image Fusion Algorithm Based on Nonsubsampled Contourlet Transform
    Luo Zijuan
    Ding Shuai
    FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY III, PTS 1-3, 2013, 401 : 1381 - +
  • [48] Biometrics Image Denoising Algorithm Based on Contourlet Transform
    Godzwon, Monika
    Saeed, Khalid
    COMPUTER VISION AND GRAPHICS, 2012, 7594 : 735 - 742
  • [49] SAR Image Filtering based on the Stationary Contourlet Transform
    Foucher, Samuel
    Farage, Gregory
    Benie, Goze B.
    2006 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, 2006, : 4021 - +
  • [50] A Novel Image Fusion Based on nonsubsampled Contourlet Transform
    Sun, Xiuming
    Wang, Zhimin
    Geng, Peng
    ADVANCED TECHNOLOGIES IN MANUFACTURING, ENGINEERING AND MATERIALS, PTS 1-3, 2013, 774-776 : 1528 - +
12345