Character extraction based on support vector machine

被引：0
|
作者：
Han, Bing [1 ]
Lin, Hongfei [1 ]
机构：
[1] Dalian Univ Technol, Dept Comp Sci & Engn, Dalian 116024, Peoples R China
来源：
RECENT ADVANCE OF CHINESE COMPUTING TECHNOLOGIES | 2007年
关键词：
characters; information extraction; feature extraction; bootstrapping; classification;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Our life has become increasingly close with internet. People not only want to find interesting information, but also try to find certain persons they are interested in. We defined eight kinds of characters in this paper, and realized the automatic characters extraction with the method of classification. This paper proposes four methods to select the feature words: the words around the characters, part of speech of those words, grouping characters and core feature words which are chosen by bootstrapping. In illustrations, classification is a suitable method for characters relation extraction and these methods of select feature words made the results greatly improved.
引用
收藏
页码：238 / 243
页数：6
相关论文
共 50 条
  • [1] Character Localization Based on Support Vector Machine
    Li, Jin-Hui
    Shi, Ming-Ming
    Lin, Xiang-Bo
    Zeng, Jia-Jun
    Wang, Zhong-Liang
    Dai, Zuo-Jun
    ADVANCES IN COMPUTER VISION, VOL 2, 2020, 944 : 752 - 763
  • [2] The study of character recognition based on fuzzy support vector machine
    Ma, Yongjun
    INTELLIGENT COMPUTING IN SIGNAL PROCESSING AND PATTERN RECOGNITION, 2006, 345 : 1087 - 1092
  • [3] Lip contour extraction based on Support Vector Machine
    Pan, Xiaosheng
    Kong, Jiangping
    Liew, Alan Wee-Chung
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 3, PROCEEDINGS, 2008, : 697 - +
  • [4] Support Vector Machine-Based Endmember Extraction
    Filippi, Anthony M.
    Archibald, Rick
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (03): : 771 - 791
  • [5] Support Vector Machine Based Handwritten Hindi Character Recognition and Summarization
    Dhankhar, Sunil
    Gupta, Mukesh Kumar
    Memon, Fida Hussain
    Bhatia, Surbhi
    Dadheech, Pankaj
    Mashat, Arwa
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2022, 43 (01): : 397 - 412
  • [6] Optical Character Recognition Based on Least Square Support Vector Machine
    Xie, Jianhong
    2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 1, PROCEEDINGS, 2009, : 626 - 629
  • [7] Tibetan Person Attributes Extraction Based on Support Vector Machine
    Guo, Li-li
    Sun, Yuan
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTER SCIENCE (AICS 2016), 2016, : 470 - 474
  • [8] Noninvasive Extraction of Fetal Electrocardiogram Based on Support Vector Machine
    Fu, Yumei
    Xiang, Shihan
    Chen, Tianyi
    Zhou, Ping
    Huang, Weiyan
    AOPC 2015: ADVANCED DISPLAY TECHNOLOGY; AND MICRO/NANO OPTICAL IMAGING TECHNOLOGIES AND APPLICATIONS, 2015, 9672
  • [9] Recognition of Handwritten Chinese Character Based on Least Square Support Vector Machine
    Xia, Taiwu
    Zhou, Bang
    ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 3, 2011, 106 : 219 - +
  • [10] Steganalysis on Character Substitution Using Support Vector Machine
    Zhao, Xinxin
    Huang, Liusheng
    Li, Lingjun
    Yang, Wei
    Chen, Zhili
    Yu, Zhenshan
    WKDD: 2009 SECOND INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2009, : 84 - 88
12345