Segmentation and recognition of connected handwritten numeral strings

被引:33
|
作者
Shi, ZX
Govindaraju, V
机构
[1] SUNY BUFFALO,CEDAR,BUFFALO,NY 14228
[2] SUNY COLL BUFFALO,CEDAR,BUFFALO,NY 14228
关键词
segmentation; digit recognition; handwritten numerals; contours;
D O I
10.1016/S0031-3203(96)00118-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new segmentation method for segmenting connected handwritten digit strings is presented. Unlike traditional methods where segmentation points are uniquely determined to cut the piece of stroke joining the connected numerals, our approach is one of identifying regions which serve as potential segmentation points. The regions are identified by a thorough analysis of the trajectory of strokes. (C) 1997 Pattern Recognition Society. Published by Elsevier Science Ltd.
引用
收藏
页码:1501 / 1504
页数:4
相关论文
共 50 条
  • [11] Algorithm of the length estimation of unconstrained handwritten connected numeral strings
    Zhang, Chuang
    Wu, Ming
    Guo, Jun
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2004, 27 (03): : 63 - 67
  • [12] A model-based segmentation method for handwritten numeral strings
    Hu, JM
    Yan, H
    COMPUTER VISION AND IMAGE UNDERSTANDING, 1998, 70 (03) : 383 - 403
  • [13] Segmentation of unconstrained handwritten numeral strings using continuation property
    Yoon, S
    Kim, K
    Choi, Y
    Lee, Y
    DOCUMENT RECOGNITION AND RETRIEVAL VIII, 2001, 4307 : 353 - 362
  • [14] CONTEXT-DIRECTED SEGMENTATION ALGORITHM FOR HANDWRITTEN NUMERAL STRINGS
    SHRIDHAR, M
    BADRELDIN, A
    IMAGE AND VISION COMPUTING, 1987, 5 (01) : 3 - 9
  • [15] New paradigm for segmentation and recognition of handwritten numeral string
    Yoon, S
    Kim, G
    Choi, Y
    Lee, Y
    SIXTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, PROCEEDINGS, 2001, : 205 - 209
  • [16] Recognition of unconstrained handwritten numeral strings using decision value generator
    Kim, KK
    Chung, YK
    Kim, JH
    Suen, CY
    SIXTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, PROCEEDINGS, 2001, : 14 - 17
  • [17] Segmentation of handwritten connected numeral string using background and foreground analysis
    Chen, YK
    Wang, JF
    15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS: PATTERN RECOGNITION AND NEURAL NETWORKS, 2000, : 598 - 601
  • [18] Segmentation algorithm for unconstrained handwritten numeral strings in bank check reader system
    Zhang, Chuang
    Lin, Zhi-Qing
    Xiao, Bo
    Guo, Jun
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2006, 29 (01): : 13 - 16
  • [19] Segmentation-Free Approaches for Handwritten Numeral String Recognition
    Hochuli, Andre G.
    Oliveira, Luiz S.
    Britto Jr, Alceu de Souza
    Sabourin, Robert
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
  • [20] An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings
    Hochuli, Andre G.
    Britto, Alceu S., Jr.
    Barddal, Jean P.
    Oliveira, Luiz E. S.
    Sabourin, Robert
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,