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Soft Computing
Published in: Soft Computing 14/2020

12-12-2019 | Methodologies and Application

A hybrid group search optimization: firefly algorithm-based big data framework for ancient script recognition

Authors: T. S. Suganya, S. Murugavalli

Published in: Soft Computing | Issue 14/2020

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Abstract

Optical character recognition is becoming one of the widely researched areas in recent times. This research paper presents an optimization framework for ancient script recognition using the process of script or character segmentation. The proposed algorithm is based on evolutionary algorithm and capable of handing a continuous script of high-resolution data using concepts of big data. A hybrid combination of group search and firefly algorithm has been proposed in this research work and compared against recent works. Optimal classifications results are observed and recorded in this research paper.
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Metadata
Title
A hybrid group search optimization: firefly algorithm-based big data framework for ancient script recognition
Authors
T. S. Suganya
S. Murugavalli
Publication date
12-12-2019
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 14/2020
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-019-04596-x

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