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...

• 1. autor: Pijal Toapanta, Washington Danilo (author)
• Format: bachelorThesis
• Język: eng
• Wydane: 2023
• Hasła przedmiotowe: Visión artificial; Transformadores de visión; Resolución de imagen; Computer vision; Vision transformers; Neighbor interpolation
• Dostęp online: http://repositorio.yachaytech.edu.ec/handle/123456789/622