Skeletonization of broken handwritten characters

被引:1
|
作者
He, R [1 ]
Yan, H [1 ]
机构
[1] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia
关键词
broken character recognition; handwriting recognition; thinning; skeletonization;
D O I
10.1117/1.1315024
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present a method for the extraction of the skeletons of broken handwritten characters. The proposed algorithm is based on a comparison of the directional movement of every segment of a broken character, and on the connection between two points on different boundaries whose direction appears to be contrary. If a segment cannot be connected with another segment with an almost opposite direction, the direction of the segment will be turned at an angle until it connects with another segment. The application of the algorithm smoothes the character and removes small gaps and noise on its boundaries. The noniterative skeletonization process is based on the distances from character pixels to the boundaries. At the intersection, the algorithm will connect two thinned segments that are in a contrary direction and extend the segments that have no proper connecting points. (C) 2000 Society of Photo-Optical Instrumentation Engineers. [S0091-3286(00)01311-8].
引用
收藏
页码:2882 / 2893
页数:12
相关论文
共 50 条
  • [21] Segmentation of handwritten words into characters
    Monika Kohli
    Satish Kumar
    Multimedia Tools and Applications, 2021, 80 : 22121 - 22133
  • [22] Segmentation of handwritten words into characters
    Kohli, Monika
    Kumar, Satish
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (14) : 22121 - 22133
  • [23] A Database of Arabic Handwritten Characters
    Bahashwan, Mazen Abdullah
    Abu Bakar, Syed A.
    2014 IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM COMPUTING AND ENGINEERING, 2014, : 632 - 635
  • [24] Analysis and reconstruction of broken handwritten digits
    Yu, D
    Yan, H
    2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2000, : 700 - 703
  • [25] Wavepackets in the recognition of isolated handwritten characters
    Raju, G.
    Revathy, K.
    WORLD CONGRESS ON ENGINEERING 2007, VOLS 1 AND 2, 2007, : 635 - 638
  • [26] ONLINE RECOGNITION OF HANDWRITTEN ARABIC CHARACTERS
    ALEMAMI, S
    USHER, M
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (07) : 704 - 710
  • [27] Writer Verification on Bangla Handwritten Characters
    Halder, Chayan
    Obaidullah, Sk. Md.
    Paul, Jaya
    Roy, Kaushik
    ADVANCED COMPUTING AND SYSTEMS FOR SECURITY, VOL 2, 2016, 396 : 53 - 68
  • [28] RECOGNITION OF HANDWRITTEN CURSIVE ARABIC CHARACTERS
    ABUHAIBA, ISI
    MAHMOUD, SA
    GREEN, RJ
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (06) : 664 - 672
  • [29] System for the offline recognition of handwritten characters
    Gutierrez, Munoz
    Andres, Pablo
    Ocampo, Ibarguen
    Javier, Francisco
    Aristizabal, Cardona
    Evelio, Jaiber
    REVISTA DE INVESTIGACIONES-UNIVERSIDAD DEL QUINDIO, 2007, 17 : 189 - 203
  • [30] Analysis and Modeling of Naturalness in Handwritten Characters
    Dolinsky, Jan
    Takagi, Hideyuki
    IEEE TRANSACTIONS ON NEURAL NETWORKS, 2009, 20 (10): : 1540 - 1553