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作者:

Ma, Longlong (Ma, Longlong.) | Long, Congjun (Long, Congjun.) | Duan, Lijuan (Duan, Lijuan.) (学者:段立娟) | Zhang, Xiqun (Zhang, Xiqun.) | Li, Yanxing (Li, Yanxing.) | Zhao, Quanchao (Zhao, Quanchao.)

收录:

EI SCIE

摘要:

As a shining pearl in traditional Tibetan culture, historical Tibetan documents have received extensive attention from historians, linguists and Buddhist scholars. These documents are converted into digital form using Tibetan document segmentation and recognition methods. The document digitization is of great significance for the research, protection and inheritance of Tibetan history. This paper proposes an overall segmentation and recognition framework for historical Tibetan document images. Firstly, the historical Tibetan document image is preprocessed to correct imbalanced illumination, tilt and noises, and is further transformed into the binarized image. Secondly, we propose a layout segmentation method based on block projection to segment Tibetan document images into texts, lines and frames. Thirdly, in order to solve the problems of touching strokes between text-lines and curvilinear text-lines, we present a text-line segmentation method based on graph model for historical Tibetan text-line segmentation. Lastly, we present a touching segmentation method to segment touching Tibetan character string, and then recognize Tibetan characters. Experimental results show our proposed methods on layout segmentation, text-line segmentation and touching character string segmentation, achieve the satisfactory performance. The proposed methods can also be applied to other fonts in Tibetan font family.

关键词:

block projection Character recognition Cultural differences Handwriting recognition Historical Tibetan document Image recognition Image segmentation Layout layout segmentation Licenses text-line segmentation touching character string segmentation

作者机构:

  • [ 1 ] [Ma, Longlong]Chinese Acad Sci, Inst Software, Beijing 100190, Peoples R China
  • [ 2 ] [Long, Congjun]Chinese Acad Social Sci, Inst Ethnol & Anthropol, Beijing 100081, Peoples R China
  • [ 3 ] [Duan, Lijuan]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Zhang, Xiqun]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 5 ] [Li, Yanxing]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 6 ] [Zhao, Quanchao]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 7 ] [Duan, Lijuan]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China
  • [ 8 ] [Zhang, Xiqun]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China
  • [ 9 ] [Li, Yanxing]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China
  • [ 10 ] [Zhao, Quanchao]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China
  • [ 11 ] [Duan, Lijuan]Natl Engn Lab Key Technol Informat Secur Level Pr, Beijing 100124, Peoples R China
  • [ 12 ] [Zhang, Xiqun]Natl Engn Lab Key Technol Informat Secur Level Pr, Beijing 100124, Peoples R China
  • [ 13 ] [Li, Yanxing]Natl Engn Lab Key Technol Informat Secur Level Pr, Beijing 100124, Peoples R China
  • [ 14 ] [Zhao, Quanchao]Natl Engn Lab Key Technol Informat Secur Level Pr, Beijing 100124, Peoples R China

通讯作者信息:

  • 段立娟

    [Duan, Lijuan]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China;;[Duan, Lijuan]Beijing Key Lab Trusted Comp, Beijing 100124, Peoples R China;;[Duan, Lijuan]Natl Engn Lab Key Technol Informat Secur Level Pr, Beijing 100124, Peoples R China

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来源 :

IEEE ACCESS

ISSN: 2169-3536

年份: 2020

卷: 8

页码: 52641-52651

3 . 9 0 0

JCR@2022

JCR分区:2

被引次数:

WoS核心集被引频次: 20

SCOPUS被引频次: 29

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 4

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