Iibcrn, an Open-Source Document Image Processing Library

被引:0
|
作者
Leydier, Yann [1 ]
Duong, Jean [1 ]
Bres, Stephane [2 ]
Eglin, Veronique [2 ]
Lebourgeois, Frank [2 ]
Tola, Martial [2 ]
机构
[1] CoReNum, F-69006 Lyon, France
[2] Univ Lyon, CNRS, INSA Lyon, LIRIS,UMR5205, F-69621 Villeurbanne, France
关键词
document image processing; open source; library; toolbox;
D O I
10.1109/ICFHR.2016.45
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we introduce libcrn, a multiplatform open-source document image processing library aimed at researchers and companies. It is written in C++11 and has a non-contaminating license that makes it available for use in any project without legal constraints. The features include low-level image processing (color format conversion, binarization, convolution, PDE...), document images specific tools (connected components extraction, recursive block description, PDF export...), maths (matrix arithmetics, linear algebra, GMMs, equation solvers...), classification and clustering (kNN, k-means, HMMs...). The API is comprehensively documented and libcrn's architecture follows modern C++ guidelines to facilitate the handling of the library and enforce its safe usage. A sample OCR, which is only 30 lines long, is described to illustrate libcrn's scope of possibilities.
引用
收藏
页码:211 / 215
页数:5
相关论文
共 50 条
  • [41] pyGIMLi: An open-source library for modelling and inversion in geophysics
    Ruecker, Carsten
    Guenther, Thomas
    Wagner, Florian M.
    COMPUTERS & GEOSCIENCES, 2017, 109 : 106 - 123
  • [42] Penman: An Open-Source Library and Tool for AMR Graphs
    Goodman, Michael Wayne
    58TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2020): SYSTEM DEMONSTRATIONS, 2020, : 312 - 319
  • [43] JSOL: JavaScript Open-source Library for Grammar of Graphics
    Yousef, Waleed A.
    Mohammed, Hisham E.
    Naguib, Andrew A.
    Eid, Rafat S.
    Emabrak, Sherif E.
    Hamed, Ahmed F.
    Khalifa, Yusuf M.
    AbdElrheem, Shrouk T.
    Awad, Eman A.
    Gaafar, Sara G.
    Mamdoh, Alaa M.
    Shawky, Nada A.
    arXiv, 2022,
  • [44] TGLib: An Open-Source Library for Temporal Graph Analysis
    Oettershagen, Lutz
    Mutzel, Petra
    2022 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS, ICDMW, 2022, : 1240 - 1245
  • [45] OpenFHE: Open-Source Fully Homomorphic Encryption Library
    Al Badawi, Ahmad
    Bates, Jack
    Bergamaschi, Flavio
    Cousins, David Bruce
    Erabelli, Saroja
    Genise, Nicholas
    Halevi, Shai
    Hunt, Hamish
    Kim, Andrey
    Lee, Yongwoo
    Liu, Zeyu
    Micciancio, Daniele
    Quah, Ian
    Polyakov, Yuriy
    Saraswathy, R. V.
    Rohloff, Kurt
    Saylor, Jonathan
    Suponitsky, Dmitriy
    Triplett, Matthew
    Vaikuntanathan, Vinod
    Zucca, Vincent
    PROCEEDINGS OF THE 10TH WORKSHOP ON ENCRYPTED COMPUTING & APPLIED HOMOMORPHIC CRYPTOGRAPHY, WAHC 2022, 2022, : 53 - 63
  • [46] EPOS: EEG Processing Open-Source Scripts
    Rodrigues, Johannes
    Weiss, Martin
    Hewig, Johannes
    Allen, John J. B.
    FRONTIERS IN NEUROSCIENCE, 2021, 15
  • [47] Jasper: A portable flexible open-source software tool kit for image coding/processing
    Adams, MD
    Wards, RK
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL V, PROCEEDINGS: DESIGN AND IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS INDUSTRY TECHNOLOGY TRACKS MACHINE LEARNING FOR SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING SIGNAL PROCESSING FOR EDUCATION, 2004, : 241 - 244
  • [48] Accessing select properties of the electron with ImageJ: an open-source image-processing paradigm
    Alam, Junaid
    Shaheen, Amrozia
    Anwar, Muhammad Sabieh
    EUROPEAN JOURNAL OF PHYSICS, 2014, 35 (01)
  • [49] An operational land cover and land cover change toolbox: processing open-source data with open-source software
    Gatis, N.
    Carless, D.
    Luscombe, D. J.
    Brazier, R. E.
    Anderson, K.
    ECOLOGICAL SOLUTIONS AND EVIDENCE, 2022, 3 (03):
  • [50] Development of an open-source library for supply chain modeling and optimization
    Lone, Tushar
    PROCEEDINGS OF THE 38TH ACM SIGSIM INTERNATIONAL CONFERENCE ON PRINCIPLES OF ADVANCED DISCRETE SIMULATION, ACM SIGSIM-PADS 2024, 2024, : 73 - 74