• DocumentCode
    1988000
  • Title

    Research on characters extraction algorithm of offline handwritten Chinese character based on procedure neuron networks

  • Author

    Zhu, Cheng-hui ; Qiao, Yu-ping ; Wang, Jian-ping ; Xu, Xiao-bing

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Hefei Univ. of Technol., Hefei, China
  • fYear
    2011
  • fDate
    16-18 Sept. 2011
  • Firstpage
    778
  • Lastpage
    781
  • Abstract
    To extract the characters of Chinese efficiently and simulating the information of writing process, a method of characters extraction of off-line handwritten Chinese which is based on procedure neuron network is advanced in this paper. The stroke type and location, and the topology of the handwritten Chinese character are analyzed, the stroke writing order is simulated, and a procedure neuron network model which is to get fault-tolerant features of stroke type number, stroke type location, topology type number, the information of stroke order is constructed. A digital vector about the features of handwritten Chinese is established. The simulation result shows that this method can extract the characters of off-line handwritten Chinese efficiently.
  • Keywords
    computer graphics; feature extraction; handwritten character recognition; neural nets; character extraction algorithm; computer graphics; offline handwritten Chinese character; procedure neuron network; stroke order information; stroke type location; stroke type number; stroke writing order; topology type number; writing process; Character recognition; Fault tolerance; Feature extraction; Network topology; Neurons; Shape; Topology; characters extracting; fault tolerance; improved BP algorithm; procedure neuron network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Control Engineering (ICECE), 2011 International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4244-8162-0
  • Type

    conf

  • DOI
    10.1109/ICECENG.2011.6057750
  • Filename
    6057750