Handwritten Tamil Character Recognition

被引:0
|
作者
Wahi, Amitabh [1 ]
Sundaramurthy, S. [1 ]
Poovizhi, P. [1 ]
机构
[1] Bannari Amman Inst Technol, Dept Informat Technol, Erode, Tamil Nadu, India
来源
2013 FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC) | 2013年
关键词
Handwritten; Feed Forward Back Propagation Classifier; Feature Extraction; Neural Network; Tamil Characters;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Optical Character Recognition systems have been effectively developed for the recognizing the printed characters of many non-Indian languages like English, Chinese. At early stages few research works were carried out for recognizing the handwritten characters and now varies efforts are on the way for the development of efficient systems for recognizing the Indian languages, especially for Tamil, a south Indian language widely used in Tamilnadu, Pudhucherry, Singapore, Srilanka. In this paper, an OCR system is developed for the recognition of basic characters in handwritten Tamil language, which can handle different font sizes and font types. Hu's invariant moments and Zernike moments which have been used in pattern recognition are used in this system to extract the features of handwritten Tamil characters. Neural classifiers have been used for the classification of Tamil characters.
引用
收藏
页码:389 / 394
页数:6
相关论文
共 50 条
  • [1] An Adaptive Technique for Handwritten Tamil Character Recognition
    Sarveswaran, K.
    Ratnaweera, D. A. A. C.
    ICIAS 2007: INTERNATIONAL CONFERENCE ON INTELLIGENT & ADVANCED SYSTEMS, VOLS 1-3, PROCEEDINGS, 2007, : 151 - +
  • [2] OFFLINE HANDWRITTEN WRITER INDEPENDENT TAMIL CHARACTER RECOGNITION
    Devi, S. Sangeetha
    Amitha, T.
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,
  • [3] Comparison of HMM and SDTW for Tamil Handwritten Character Recognition
    Shashikiran, K.
    Prasad, Kolli Sai
    Kunwar, Rituraj
    Ramakrishnan, A. G.
    2010 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS (SPCOM), 2010,
  • [4] Optimized Convolutional Neural Network for Tamil Handwritten Character Recognition
    Lincy, R. Babitha
    Gayathri, R.
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2022, 36 (11)
  • [5] Strip Tree Based Offline Tamil Handwritten Character Recognition
    Raj, M. Antony Robert
    Abirami, S.
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY FOR INTELLIGENT SYSTEMS: VOL 2, 2016, 51 : 537 - 547
  • [6] Hybrid Classification for Handwritten Character Recognition of a Subset of the Tamil Alphabet
    Kaliappan, Aditya Viswanathan
    Chapman, David
    2020 6TH IEEE CONGRESS ON INFORMATION SCIENCE AND TECHNOLOGY (IEEE CIST'20), 2020, : 167 - 172
  • [7] Off-Line Cursive Handwritten Tamil Character Recognition
    Kannan, R. Jagadeesh
    Prabhakar, R.
    Suresh, R. M.
    SECTECH: 2008 INTERNATIONAL CONFERENCE ON SECURITY TECHNOLOGY, PROCEEDINGS, 2008, : 159 - +
  • [8] Hidden Markov Model based Tamil handwritten character recognition
    Dept. of Computer Science and Engineering, National Engineering College, Kovilpatti-628 503, India
    不详
    不详
    Adv Model Anal B, 2007, 3-4 (1-14):
  • [9] An Eigencharacter Technique for Offline-Tamil Handwritten Character Recognition
    Deepa, R. N. Ashlin
    Rao, R. Rajeswara
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND COMMUNICATION, 2017, 458 : 495 - 505
  • [10] Handwritten Tamil Character Recognition using Convolutional Neural Network
    Gnanasivam, P.
    Bharath, G.
    Karthikeyan, V
    Dhivya, V
    2021 SIXTH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2021, : 84 - 88