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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM21766

Text Reader for Visually Impaired Person using Image Processing/Open-CV

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM21766

Volume:

7 |

6 |

Jun 2023

Pages:

Publication Frequency:

Monthly (12 issues per year)

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Not assigned

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

P

Prof.A.V.Mote

RA

Rutuja Akhare

VB

Vaishnavi Barde

GB

Gitanjali Bhujbal

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Abstract

This system proposes a camera-based assistive text reading framework to help blind persons ad text labels and product packaging from hand-held objects in their daily lives. To isolate the object from cluttered backgrounds or other surrounding objects in the camera view, we rest propose an ancient and active motion-based method to dine a Region Of Interest (ROI) in the video by asking the user to shake the object. In the extracted ROI, text localization and recognition are conducted to acquire text information. To automatically localize the text regions from the object ROI, we propose a novel text localization algorithm by learning gradient features of stroke orientations and distributions of edge pixels in an Ad boost model. Text characters in the localized text regions are then binaries and recognized by the shelf Optical Character Recognition (OCR) software

KEYWORDS

– : Text to speech Image to Text Optical Character Recognition gTTS and Speech output Python Programming.

Cite This Article

Prof.A.V.Mote, Rutuja Akhare, Vaishnavi Barde, Gitanjali Bhujbal, "Text Reader for Visually Impaired Person using Image Processing/Open-CV," International Journal of Scientific Research in Engineering and Management, vol. 7, no. 6, Jun 2023.

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Publication Date

10/5/2023

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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