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  Published Paper Details:

  Paper Title

BIONIC EYE MODEL TO PROVIDE VISION OR RESTORE SIGHT FOR BLINDNESS USING VISION TRANSFORMER

  Authors

  Mrs.Vijaya Lakshmi D M,  Nishandhini A,  Prathika L,  Sangeetha S

  Keywords

Vision Transformer(VT),Retinal Prothesis System(RPS)

  Abstract


This research addresses the challenges faced by visually impaired individuals in recognizing people, interpreting facial expressions, and engaging in social activities. Current visual implant systems, like the RPS, suffer from low resolution phosphene images, limiting their effectiveness in artificial vision solutions. To overcome these limitations, our project introduces a pioneering VT-based approach, adapting a deep learning architecture for natural image recognition. Our innovative method utilizes the VT to extract and process crucial information from the user's surroundings. By comprehending the visual environment, this system provides enhanced perception for visually impaired individuals, offering insights into count, familiarity, gender, estimated ages, facial emotions, surrounding objects, and approximate distances of individuals nearby. The integration of the VT into the artificial vision system aims to transcend the constraints of current technologies, providing visually impaired individuals with a transformative tool. This research not only contributes to the advancement of artificial vision but also has the potential to significantly enhance the quality of life for those with visual impairments.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT24A3213

  Paper ID - 254173

  Page Number(s) - k238-k245

  Pubished in - Volume 12 | Issue 3 | March 2024

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Mrs.Vijaya Lakshmi D M,  Nishandhini A,  Prathika L,  Sangeetha S,   "BIONIC EYE MODEL TO PROVIDE VISION OR RESTORE SIGHT FOR BLINDNESS USING VISION TRANSFORMER", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 3, pp.k238-k245, March 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A3213.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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