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July-2024
eISSN: 2349-5162
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Journal of Emerging Technologies and Innovative Research ( An International Scholarly Open Access Journal, Peer-reviewed, Refereed, Crossref DOI Journal )
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UGC Approved Journal no 63975(19)
New UGC Peer-Reviewed Rules
ISSN: 2349-5162 | ESTD Year : 2014 Volume 12 | Issue 9 | September 2025
New UGC Peer-Reviewed Rules
ISSN: 2349-5162 | ESTD Year : 2014 Volume 12 | Issue 9 | September 2025
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UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975
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Published Paper ID:
JETIR2407506
Registration ID:
545318
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Title
Image Deblurring Using Swin Transformers
Abstract
Image deblurring is a crucial task in the field of computer vision, aimed at restoring the sharpness of images affected by motion blur, defocus, or other distortions. Traditional methods for image deblurring have limitations in handling diverse and complex blur patterns. This paper presents a novel approach utilizing Swin Transformers, which leverage hierarchical feature representations and self-attention mechanisms to effectively deblur images. The proposed method demonstrates significant improvements in restoring image details and achieving high-quality deblurred results compared to existing techniques
Key Words
Image Deblurring Using Swin Transformers
Cite This Article
"Image Deblurring Using Swin Transformers", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 7, page no.f42-f46, July-2024, Available :http://www.jetir.org/papers/JETIR2407506.pdf
ISSN
2349-5162 | Impact Factor 7.95 Calculate by Google Scholar
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Cite This Article
"Image Deblurring Using Swin Transformers", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 7, page no. ppf42-f46, July-2024, Available at : http://www.jetir.org/papers/JETIR2407506.pdf
Publication Details
Published Paper ID: JETIR2407506
Registration ID: 545318
Published In: Volume 11 | Issue 7 | Year July-2024
Page No: f42-f46
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication
Published Paper URL :: https://www.jetir.org/view?paper=JETIR2407506
Published Paper PDF: https://www.jetir.org/papers/JETIR2407506
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