Automatic Detection and Recognition of Shop Name in Outdoor Signboard Images

被引:0
|
作者
Park, Jonghyun [1 ]
Lee, Gueesang [1 ]
Lai, Anh-Nga [1 ]
Kim, Euichul [1 ]
Lim, Junsik [1 ]
Kim, Soohyung [1 ]
Yang, Hyungjeong [1 ]
Oh, Sangwook [2 ]
机构
[1] Chonnam Natl Univ, Sch Elect & Comp Engn, Kwangju, South Korea
[2] Samsung Elect Co Ltd, Telecommun Network Business, Telecommun R&D Ctr, Multimedia Lab, Suwon, South Korea
关键词
Text detection; Text segmentation; Recognition; signboard image;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, a system for automatic detection and recognition of Korean texts or shop names in outdoor signboard images is described. The system includes detection, binarization and extraction of text in a signboard image captured by a camera of a mobile phone for the recognition of the shop name. It can deal with different font styles and sizes as well as illumination changes. Individual characters detected by connected component analysis are recognized by using nonlinear mesh, in which feature vectors of vertical and horizontal components are extracted from the binarized image. Proposed methods have been applied to a Korean text translation system, which can automatically detect and recognize Korean texts and generate the translation result.
引用
收藏
页码:111 / +
页数:2
相关论文
共 50 条
  • [31] Automatic Detection and Recognition of Text-Based Traffic Signs from Images
    Oliveira, G.
    Silva, F.
    Pereira, D.
    Almeida, L.
    Artero, A.
    Bonora, A.
    de Albuquerque, V.
    IEEE LATIN AMERICA TRANSACTIONS, 2018, 16 (12) : 2947 - 2953
  • [32] Automatic Landmark Detection and Face Recognition for Side-View Face Images
    Santemiz, Pinar
    Spreeuwers, Luuk J.
    Veldhuis, Raymond N. J.
    PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE OF THE BIOMETRICS SPECIAL INTEREST GROUP (BIOSIG 2013), 2013,
  • [33] Strategies for name recognition in automatic directory assistance systems
    Kellner, A
    Rueber, B
    Schramm, H
    1998 IEEE 4TH WORKSHOP INTERACTIVE VOICE TECHNOLOGY FOR TELECOMMUNICATIONS APPLICATIONS - IVTTA '98, 1998, : 21 - 26
  • [34] Strategies for name recognition in automatic directory assistance systems
    Schramm, H
    Rueber, B
    Kellner, A
    SPEECH COMMUNICATION, 2000, 31 (04) : 329 - 338
  • [35] Learning name pronunciations in automatic speech recognition systems
    Beaufays, F
    Sankar, A
    Williams, S
    Weintraub, M
    15TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2003, : 233 - 240
  • [36] Automatic transcription error recovery for Person Name Recognition
    Dufour, Richard
    Damnati, Geraldine
    Charlet, Delphine
    Bechet, Frederic
    13TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2012 (INTERSPEECH 2012), VOLS 1-3, 2012, : 1006 - 1009
  • [37] Automatic diatom recognition on digital images
    Forero, MG
    Alvarado, JE
    Tamayo, AL
    Perez, GC
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXV, 2002, 4790 : 133 - 142
  • [38] Automatic processing, analysis and recognition of images
    Abrukov, VS
    Smirnov, VE
    Ivanov, DG
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVII, PTS 1AND 2, 2004, 5558 : 598 - 603
  • [39] Automatic recognition of human face images
    Liu, K.E.
    Liu, Y.J.
    Jallot, F.
    Cheng, Y.Q.
    Yang, J.Y.
    Advances in Modelling and Analysis B: Signals, Information, Data, Patterns, 1993, 28 (02): : 51 - 57
  • [40] Automatic Character Recognition in Complex Images
    Sadasivan, Anju K.
    Senthilkumar, T.
    INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY AND SYSTEM DESIGN 2011, 2012, 30 : 218 - 225