Document Image Analysis for a Major Indic Script Bangla - Advancement and Scope

被引:0
|
作者
Roy, Kaushik [1 ]
机构
[1] West Bengal State Univ, Dept Comp Sci, Kolkata 700126, WB, India
关键词
Bangla script; OCR; Postal automation; Writer identification; Online document analysis; Script identification; MULTISTAGE APPROACH; RECOGNITION; CHARACTERS; IDENTIFICATION; FEATURES; SYSTEM;
D O I
10.1007/978-981-10-4859-3_12
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Bangla is one of the most popular script from eastern part of India with a demographic distribution of 212 million of population, used in languages like Bengali, Assamese, Manipuri etc. There are several works reported in literature considering Bangla script in the areas of Bangla OCR, postal automation, writer verification, online document analysis, script identification etc. They need more attention from the researchers as almost all of the mentioned topics are yet far from getting maturity. In this paper, a study on the advancement of those techniques with emphasis on Bangla script is presented. Also, some future directions in this field will be discussed.
引用
收藏
页码:125 / 134
页数:10
相关论文
共 50 条
  • [31] Indic SentiReview: Natural Language Processing based Sentiment Analysis on major Indian Languages
    Hadiya, Nidhi
    Nanavati, Nirali
    [J]. PROCEEDINGS OF THE 2019 3RD INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC 2019), 2019, : 322 - 327
  • [32] DOCUMENT IMAGE-ANALYSIS SYSTEMS
    OGORMAN, L
    KASTURI, R
    [J]. COMPUTER, 1992, 25 (07) : 5 - 8
  • [33] Treatment of diagrams in document image analysis
    Blostein, D
    Lank, E
    Zanibbi, R
    [J]. THEORY AND APPLICATION OF DIAGRAMS, PROCEEDINGS, 2000, 1889 : 330 - 344
  • [34] The ISL Document Image Analysis Toolbox
    Rogers, R
    Liang, JS
    Haralick, RM
    Phillips, IT
    [J]. WORKSHOP ON DOCUMENT IMAGE ANALYSIS (DIA'97), PROCEEDINGS: IN COOPERATION WITH CVPR '97, 1997, : 18 - 25
  • [35] Desktop document management by image analysis
    Nakagawa, T
    Kawashima, T
    Aoki, Y
    [J]. ADVANCED RESEARCH IN COMPUTERS AND COMMUNICATIONS IN EDUCATION, VOL 1: NEW HUMAN ABILITIES FOR THE NETWORKED SOCIETY, 1999, 55 : 179 - 182
  • [36] Resolution-sensitive document image analysis for document repurposing
    Berkner, K
    Schwartz, EL
    [J]. CONFERENCE RECORD OF THE THIRTY-SEVENTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2, 2003, : 102 - 106
  • [37] Document image analysis and recognition: a survey
    Arlazarov, V. V.
    Andreeva, E., I
    Bulatov, K. B.
    Nikolaev, D. P.
    Petrova, O. O.
    Savelev, B., I
    Slavin, O. A.
    [J]. COMPUTER OPTICS, 2022, 46 (04) : 567 - 589
  • [38] DOCUMENT IMAGE SEGMENTATION AND LAYOUT ANALYSIS
    SAITOH, T
    YAMAAI, T
    TACHIKAWA, M
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 1994, E77D (07) : 778 - 784
  • [39] Fuzzy segmentation for document image analysis
    Chan, KCC
    Huang, XD
    Bao, P
    [J]. SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 977 - 982
  • [40] HANDWRITTEN DOCUMENT IMAGE SEGMENTATION AND ANALYSIS
    SHAPIRO, V
    GLUHCHEV, G
    SGUREV, V
    [J]. PATTERN RECOGNITION LETTERS, 1993, 14 (01) : 71 - 78