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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 4 | Month- April 2024
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Published Paper Details:
Paper Title
A STUDY ON TEXT DETECTION AND CLASSIFICATION IN NATURAL IMAGES
Authors
Lakshmi Aravind, Shabin P
Keywords
MSER (Maximally Stable Extremal Regions), CNN (Convolution Neural Network)
Abstract
Text recognition is a major area of experimentation under image processing domain. It is a process by which the system locates any kind of text is present and extract them from an image. The extracted text must be converted to human readable form after several processing and if required is classified them into meaningful classes based on the content present. The platform used here in discussion is MATLAB. This paper provides a detailed study on the evolution of text detection in natural images. It analyzes and also discusses the different methods to overcome existing challenges in text detection. This paper presents the different types of datasets which are used to identify text from natural images and comparative study of different text detection methods. The paper is concluded by a method to recognize and classify the multi-oriented text present in an image based on MSER and CNN.
IJCRT's Publication Details
Unique Identification Number - IJCRTH020023
Paper ID - 211907
Page Number(s) - 127-131
Pubished in - Volume 9 | Issue 10 | October 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Lakshmi Aravind, Shabin P, "A STUDY ON TEXT DETECTION AND CLASSIFICATION IN NATURAL IMAGES", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 10, pp.127-131, October 2021, Available at :http://www.ijcrt.org/papers/IJCRTH020023.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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