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
  • [1] BSSE: An open-source image processing tool for miniaturized microscopy
    Son, Jeonghwan
    Mandracchia, Biagio
    Caponegro, Michael D.
    Tsirka, Stella E.
    Jia, Shu
    [J]. OPTICS EXPRESS, 2019, 27 (13): : 17620 - 17637
  • [2] ICY: A NEW OPEN-SOURCE COMMUNITY IMAGE PROCESSING SOFTWARE
    de Chaumont, Fabrice
    Dallongeville, Stephane
    Olivo-Marin, Jean-Christophe
    [J]. 2011 8TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, 2011, : 234 - 237
  • [3] ICY: A new open-source community image processing software
    De Chaumont, Fabrice
    Dallongeville, Stephane
    Olivo-Marin, Jean-Christophe
    [J]. Proceedings - International Symposium on Biomedical Imaging, 2011, : 234 - 237
  • [4] InSilicoSpectro: An open-source proteomics library
    Colinge, J
    Masselot, A
    Carbonell, P
    Appel, RD
    [J]. JOURNAL OF PROTEOME RESEARCH, 2006, 5 (03) : 619 - 624
  • [5] Open-Source Shared Case Library
    Schwid, Howard A.
    [J]. MEDICINE MEETS VIRTUAL REALITY 16: PARALLEL, COMBINATORIAL, CONVERGENT: NEXTMED BY DESIGN, 2008, 132 : 442 - +
  • [6] Fast Morphological Image Processing Open-Source Extensions for GPU Processing With CUDA
    Thurley, Matthew J.
    Danell, Victor
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2012, 6 (07) : 849 - 855
  • [7] Open-Source Syringe Pump Library
    Wijnen, Bas
    Hunt, Emily J.
    Anzalone, Gerald C.
    Pearce, Joshua M.
    [J]. PLOS ONE, 2014, 9 (09):
  • [8] OpenNFCSense: Open-Source Library for NFCSense
    Liang, Rong-Hao
    [J]. ADJUNCT PROCEEDINGS OF THE 34TH ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY, UIST 2021, 2021, : 118 - 120
  • [9] Real-Time Processing Library for Open-Source Hardware Biomedical Sensors
    Molina-Cantero, Alberto J.
    Castro-Garcia, Juan A.
    Lebrato-Vazquez, Clara
    Gomez-Gonzalez, Isabel M.
    Merino-Monge, Manuel
    [J]. SENSORS, 2018, 18 (04)
  • [10] BTK: An open-source toolkit for fetal brain MR image processing
    Rousseau, Francois
    Oubel, Estanislao
    Pontabry, Julien
    Schweitzer, Marc
    Studholme, Colin
    Koob, Meriam
    Dietemann, Jean-Louis
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2013, 109 (01) : 65 - 73