Image super-resolution through convolutions, hierarchical vision transformer with shifted Windows, and neighbor interpolation

Image super-resolution through convolutions, hierarchical vision transformer with shifted Windows, and neighbor interpolation

This research project focuses on image super-resolution (SR) implementing convolutions, vision transformers with shifted windows, and neighbor interpolations to enhance the resolution of images in an upscale of four. These characteristics form part of three modules of the proposed SR architecture ba...

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Bibliographic Details
Main Author: Pijal Toapanta, Washington Danilo (author)
Format: bachelorThesis
Language:eng
Published: 2023
Subjects:
Visión artificial
Transformadores de visión
Resolución de imagen
Computer vision
Vision transformers
Neighbor interpolation
Online Access:http://repositorio.yachaytech.edu.ec/handle/123456789/622
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http://repositorio.yachaytech.edu.ec/handle/123456789/622

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