A heuristic binarization algorithm for documents with complex background

被引：0
|
作者：
Cavalcanti, George D. C. [1 ,2 ]
Silva, Eduardo F. A. [1 ]
Zanchettin, Cleber [1 ,2 ]
Bezerra, Byron L. D. [1 ,2 ]
Doria, Rodrigo C. [1 ]
Rabelo, Juliano C. B. [1 ]
机构：
[1] AiLeader Technol, Recife, PE, Brazil
[2] Univ Fed Pernambuco, Cent Informat, Recife, PE, Brazil
来源：
2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS | 2006年
关键词：
binarization; documents with complex background; Document image processing; Automatic bank check processing;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper proposes a new method for binarization of digital documents. The proposed approach performs binarization by using a heuristic algorithm with two different thresholds and the combination of the thresholded images. The method is suitable for binarization of complex background document images. In experiments, it obtained better results than classical techniques in the binarization of real bank checks.
引用
收藏
页码：389 / +
页数：2
相关论文
共 50 条
  • [1] Binarization Algorithm for Document Image with Complex Background
    Miao, Shaojun
    Lu, Tongwei
    Min, Feng
    MIPPR 2015: PATTERN RECOGNITION AND COMPUTER VISION, 2015, 9813
  • [2] Binarization of Documents with complex Backgrounds
    Rao, A. Venkata Srinivasa
    Sreenivasu, Tinnathi
    Rao, Nekkanti Venkata
    Sastry, A. S. C. S.
    Reddy, L. Pratap
    Prabhu, T. S. Krishna
    2009 SECOND INTERNATIONAL CONFERENCE ON MACHINE VISION, PROCEEDINGS, ( ICMV 2009), 2009, : 8 - +
  • [3] A New Binarization Algorithm for Historical Documents
    Almeida, Marcos
    Lins, Rafael Dueire
    Bernardino, Rodrigo
    Jesus, Darlisson
    Lima, Bruno
    JOURNAL OF IMAGING, 2018, 4 (02)
  • [4] Binarization of document images with complex background
    Zhang Chong-yang
    Yang Jing-yu
    2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
  • [5] An MRF model for binarization of music scores with complex background
    Quang Nhat Vo
    Kim, Soo Hyung
    Yang, Hyung Jeong
    Lee, Gueesang
    PATTERN RECOGNITION LETTERS, 2016, 69 : 88 - 95
  • [6] A heuristic algorithm for hierarchical representation of form documents
    Duygulu, P
    Atalay, V
    Dincel, E
    FOURTEENTH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1 AND 2, 1998, : 929 - 931
  • [7] The Winner Takes It All: Choosing the "best" Binarization Algorithm for Photographed Documents
    Lins, Rafael Dueire
    Bernardino, Rodrigo Barros
    Barboza, Ricardo
    Oliveira, Raimundo
    DOCUMENT ANALYSIS SYSTEMS, DAS 2022, 2022, 13237 : 48 - 64
  • [8] Text binarization in color documents
    Badekas, Efthimios
    Nikolaou, Nikos
    Papamarkos, Nikos
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2006, 16 (06) : 262 - 274
  • [9] Binarization of Stone Inscripted Documents
    Das, Sugata
    Mandal, Sekhar
    Das, Amit Kumar
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS, VISION AND INFORMATION SECURITY (CGVIS), 2015, : 11 - 16
  • [10] Adaptive Binarization of Ancient Documents
    Rao, A. Venkata Srinivasa
    Sunil, Golla
    Rao, Nenkkanti Venkata
    Prabhu, T. S. Krishna
    Reddy, L. Pratap
    Sastry, A. S. C. S.
    2009 SECOND INTERNATIONAL CONFERENCE ON MACHINE VISION, PROCEEDINGS, ( ICMV 2009), 2009, : 22 - +
12345