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A Survey on Text Localization Method in Natural Scene Image

by Pooja B. Chavre, Archana Ghotkar
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 112 - Number 13
Year of Publication: 2015
Authors: Pooja B. Chavre, Archana Ghotkar
10.5120/19726-1373

Pooja B. Chavre, Archana Ghotkar . A Survey on Text Localization Method in Natural Scene Image. International Journal of Computer Applications. 112, 13 ( February 2015), 15-19. DOI=10.5120/19726-1373

@article{ 10.5120/19726-1373,
author = { Pooja B. Chavre, Archana Ghotkar },
title = { A Survey on Text Localization Method in Natural Scene Image },
journal = { International Journal of Computer Applications },
issue_date = { February 2015 },
volume = { 112 },
number = { 13 },
month = { February },
year = { 2015 },
issn = { 0975-8887 },
pages = { 15-19 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume112/number13/19726-1373/ },
doi = { 10.5120/19726-1373 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:49:22.857570+05:30
%A Pooja B. Chavre
%A Archana Ghotkar
%T A Survey on Text Localization Method in Natural Scene Image
%J International Journal of Computer Applications
%@ 0975-8887
%V 112
%N 13
%P 15-19
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Text information in natural scene images serves as important clues for many computer vision applications such as content-based image retrieval, tourist translator, and assistive navigation. Extraction of such information from natural scene images, involves number of sub stages represented by text information extraction (TIE) system. However, performance of such system is greatly influenced by text localization module. Lots of work has been reported in this field, but it still remained as a challenging problem, due to two main issues: different variety of text patterns like sizes, fonts, orientations, colors, and presence of background outliers similar to text characters, such as windows, bricks. The purpose of this paper is to study and surveyed existing text localization method and challenges for the same.

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Index Terms

Computer Science
Information Sciences

Keywords

Scene text detection Scene text localization Scene text extraction Connected component (CC)-based approach CC clustering.

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