A Statistical Framework for Online Arabic Character Recognition

被引：8
|
作者：
Al-Helali, Baligh M. [1 ,2 ]
Mahmoud, Sabri A. [1 ]
机构：
[1] King Fahd Univ Petr & Minerals, Dept Comp Sci, POB 1378, Dhahran 31261, Saudi Arabia
[2] Ibb Univ, Dept Math & Comp, Ibb, Yemen
来源：
CYBERNETICS AND SYSTEMS | 2016年 / 47卷 / 06期
关键词：
Arabic online text recognition; feature extraction; online character recognition;
D O I：
10.1080/01969722.2016.1206768
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The widely-used PDAs, touch screens, tablet-PCs are alternatives to keyboards with the advantages of being more friendly, easy, and natural. A framework for Arabic online character recognition is developed. The framework integrates the different phases of online Arabic text recognition. The used data poses several challenges such as delayed strokes handling, connectivity problems, variability, and style change of text. We process the delayed strokes at the different phases differently to improve the overall performance. This work includes feature extraction of many features, including several novel statistical features. Experimental results on challenging online Arabic characters show encouraging results.
引用
收藏
页码：478 / 498
页数：21
相关论文
共 50 条
  • [41] Optical Character Recognition of Arabic Printed Text
    Taha, Safwa
    Babiker, Yusra
    Abbas, Mohamed
    2012 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), 2012,
  • [42] High-performance Arabic character recognition
    Univ of Connecticut, Storrs, United States
    J Syst Software, 1 (53-71):
  • [43] Optical character recognition of arabic printed text
    Electrical and Electronics Engineering Department, University of Khartoum, Sudan
    SCOReD - IEEE Stud. Conf. Res. Dev., (235-240):
  • [44] Printed Arabic character recognition using HMM
    Abbas H. Hassin
    Xiang-Long Tang
    Jia-Feng Liu
    Wei Zhao
    Journal of Computer Science and Technology, 2004, 19 : 538 - 543
  • [45] Printed Arabic character recognition using HMM
    Hassin, AH
    Tang, XL
    Liu, JF
    Zhao, W
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2004, 19 (04) : 538 - 543
  • [46] Off line Arabic character recognition - A survey
    Amin, A
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS 1 AND 2, 1997, : 596 - 599
  • [47] Arabic optical character recognition software: A review
    Alkhateeb F.
    Abu Doush I.
    Albsoul A.
    Pattern Recognition and Image Analysis, 2017, 27 (4) : 763 - 776
  • [48] A recognition-based Arabic optical character recognition system
    Cheung, A
    Bennamoun, M
    Bergmann, NW
    1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, 1998, : 4189 - 4194
  • [49] A Survey on Arabic Optical Character Recognition and an Isolated Handwritten Arabic Character Recognition Algorithm using Encoded Freeman Chain Code
    Althobaiti, Hassan
    Lu, Chao
    2017 51ST ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS (CISS), 2017,
  • [50] Online Arabic Handwritten Digits Recognition
    Azeem, Sherif Abdel
    El Meseery, Maha
    Ahmed, Hany
    13TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR 2012), 2012, : 135 - 140
12345