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Reseach Article

MapReduce based Text Detection using MSER in Big Data Natural Scene Videos

by Parul Pathak, Nirmal Gaud
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 174 - Number 8
Year of Publication: 2017
Authors: Parul Pathak, Nirmal Gaud
10.5120/ijca2017915448

Parul Pathak, Nirmal Gaud . MapReduce based Text Detection using MSER in Big Data Natural Scene Videos. International Journal of Computer Applications. 174, 8 ( Sep 2017), 6-11. DOI=10.5120/ijca2017915448

@article{ 10.5120/ijca2017915448,
author = { Parul Pathak, Nirmal Gaud },
title = { MapReduce based Text Detection using MSER in Big Data Natural Scene Videos },
journal = { International Journal of Computer Applications },
issue_date = { Sep 2017 },
volume = { 174 },
number = { 8 },
month = { Sep },
year = { 2017 },
issn = { 0975-8887 },
pages = { 6-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume174/number8/28425-2017915448/ },
doi = { 10.5120/ijca2017915448 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:21:34.961815+05:30
%A Parul Pathak
%A Nirmal Gaud
%T MapReduce based Text Detection using MSER in Big Data Natural Scene Videos
%J International Journal of Computer Applications
%@ 0975-8887
%V 174
%N 8
%P 6-11
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Text is one of the most important features in images and videos. It can be used for various analysis purposes. Natural scene text is the text which is automatically present in the scene like sign board etc. In this research work, a method is proposed to detect text in Natural scene videos using MapReduce and MSER (Maximally Stable Extremal Regions). The proposed text detection technique is analyzed on three different classifiers: SVM, LDA and Random forest classifiers. This text detection is very useful in today’s era where ‘data’ is everything.

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Index Terms

Computer Science
Information Sciences

Keywords

Text detection MSER MapReduce Big Data Classifiers.