Characters' Boundaries based Segmentation for Online Arabic Handwriting

被引：0
|
作者：
Mustafa, Mohamed Elhafiz [1 ]
Abd Alshafy, Hozeifa Adam [2 ]
机构：
[1] Sudan Univ Sci & Technol, Coll Comp Sci & Informat Technol, Khartoum, Sudan
[2] Karay Univ, Engn Coll, Khartoum, Sudan
来源：
2013 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRICAL AND ELECTRONICS ENGINEERING (ICCEEE) | 2013年
关键词：
On-line Arabic handwriting; preprocessing; feature extraction; CBD; RECOGNITION;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper presents a segmentation approach for online Arabic handwriting. The approach achieves the segmentation based on the boundaries detection of the handwritten characters which included in the handwriting. The approach relies on an algorithm of characters' boundaries detection. The algorithm application is preceded by a feature extraction stage which in turn preceded by a preprocessing stage. The obtained results show a significant improvement toward the recognition of online Arabic handwriting.
引用
收藏
页码：306 / 310
页数：5
相关论文
共 50 条
  • [41] A new Efficient Graphemes Segmentation Technique for Offline Arabic Handwriting
    Eraqi, Hesham M.
    Abdelazeem, Sherif
    13TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR 2012), 2012, : 95 - 100
  • [42] Text-independent Writer Identification on Online Arabic Handwriting
    Gargouri, Mariem
    Kanoun, Slim
    Ogier, Jean-Marc
    2013 12TH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION (ICDAR), 2013, : 428 - 432
  • [43] A Time Delay Neural Network for Online Arabic Handwriting Recognition
    Zouari, Ramzi
    Boubaker, Houcine
    Kherallah, Monji
    INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA 2016), 2017, 557 : 1005 - 1014
  • [44] Aolah Databases for New Arabic Online Handwriting Recognition Algorithm
    Heshmat, Samia
    Abdelnafea, Mohamed
    DOCUMENT ANALYSIS AND RECOGNITION, ICDAR 2021 WORKSHOPS, PT I, 2021, 12916 : 294 - 311
  • [45] Online Arabic Handwriting Character Recognition Using Matching Algorithm
    Omer, Marwan Ali. H.
    Ma, Shi Long
    2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 2, 2010, : 259 - 262
  • [46] Feature Extraction Techniques of Online Handwriting Arabic Text Recognition
    Abuzaraida, Mustafa Ali
    Zeki, Akram M.
    Zeki, Ahmed M.
    2013 5TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY FOR THE MUSLIM WORLD (ICT4M), 2013,
  • [47] Incorporating a wavelet transform into a saliency-based method for online handwriting segmentation
    De Stefano, Claudio
    D'Elia, Ciro
    Di Freca, Alessandra Scotto
    Marcelli, Angelo
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2007, 21 (01) : 43 - 59
  • [48] Arabic Handwriting Recognition Based on Synchronous Multi-stream HMM Without Explicit Segmentation
    Jayech, Khaoula
    Mahjoub, Mohamed Ali
    Ben Amara, Najoua Essoukri
    HYBRID ARTIFICIAL INTELLIGENT SYSTEMS (HAIS 2015), 2015, 9121 : 136 - 145
  • [49] HANDWRITING DETECTION AND RECOGNITION OF ARABIC NUMBERS AND CHARACTERS USING DEEP LEARNING METHODS
    Daood, Amar
    Al-Saegh, Ali
    Mahmood, Ahlam Fadhil
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2023, 18 (03): : 1581 - 1598
  • [50] Research on the segmentation and recognition method of uygur online handwriting
    Qi, Xiang-wei
    Yue, Li-hua
    Pan, Wei-min
    Yusup, Azragul
    WIRELESS COMMUNICATION AND SENSOR NETWORK, 2016, : 943 - 950
12345