Text Recognition from Images

被引:0
|
作者
Manwatkar, Pratik Madhukar [1 ]
Yadav, Shashank H. [1 ]
机构
[1] YCCE, Dept Comp Technol, Nagpur 441110, MS, India
关键词
Document Image Analysis (DIA); electronic format; text recognition; font characteristics;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Text recognition in images is a research area which attempts to develop a computer system with the ability to automatically read the text from images. These days there is a huge demand in storing the information available in paper documents format in to a computer storage disk and then later reusing this information by searching process. One simple way to store information from these paper documents in to computer system is to first scan the documents and then store them as images. But to reuse this information it is very difficult to read the individual contents and searching the contents form these documents line-by-line and word-by-word. The challenges involved in this the font characteristics of the characters in paper documents and quality of images. Due to these challenges, computer is unable to recognize the characters while reading them. Thus there is a need of character recognition mechanisms to perform Document Image Analysis (DIA) which transforms documents in paper format to electronic format. In this paper we have discuss method for text recognition from images. The objective of this paper is to recognition of text from image for better understanding of the reader by using particular sequence of different processing module.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Text recognition on images from social media
    Akopyan, M. S.
    Belyaeva, O. V.
    Plechov, T. P.
    Turdakov, D. Y.
    2019 IVANNIKOV MEMORIAL WORKSHOP (IVMEM 2019), 2019, : 3 - 6
  • [2] Technical Review on Text Recognition from Images
    Manwatkar, Pratik Madhukar
    Singh, Kavita R.
    PROCEEDINGS OF 2015 IEEE 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO), 2015,
  • [3] An Algorithmic Approach for Text Recognition from Printed/Typed Text Images
    Agrawal, Neha
    Kaur, Arashdeep
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE CONFLUENCE 2018 ON CLOUD COMPUTING, DATA SCIENCE AND ENGINEERING, 2018, : 876 - 879
  • [4] Video text extraction from images for character recognition
    Amarapur, Basavaraj
    Patil, Nagaraj
    2006 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-5, 2006, : 95 - +
  • [5] Recognition as translating images into text
    Barnard, K
    Duygulu, P
    Forsyth, D
    INTERNET IMAGING IV, 2003, 5018 : 168 - 178
  • [6] Key Information Extraction and Recognition from Rich Text Images
    Do, Tien
    Doan, Thuyen Tran
    Le, Khiem
    Nguyen, Thua
    Le, Duy-Dinh
    Ngo, Thanh Duc
    VIETNAM JOURNAL OF COMPUTER SCIENCE, 2024, 11 (04) : 569 - 594
  • [7] Recognition based Text Localization from Natural Scene Images
    Ray, Anupama
    Shah, Archit
    Chaudhury, Santanu
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 1177 - 1182
  • [8] Recognition of Apparent Personality Traits from Text and Handwritten Images
    Perez Costa, Ernesto
    Villasenor-Pienda, Luis
    Morales, Eduardo
    Jair Escalante, Hugo
    PATTERN RECOGNITION AND INFORMATION FORENSICS, 2019, 11188 : 146 - 152
  • [9] Arabic Cursive Text Recognition from Natural Scene Images
    Bin Ahmed, Saad
    Naz, Saeeda
    Razzak, Muhammad Imran
    Yusof, Rubiyah
    APPLIED SCIENCES-BASEL, 2019, 9 (02):
  • [10] Generating Text Sequence Images for Recognition
    Gong, Yanxiang
    Deng, Linjie
    Ma, Zheng
    Xie, Mei
    NEURAL PROCESSING LETTERS, 2020, 51 (02) : 1677 - 1688