Nature

Image super-resolution method using a generative adversarial network incorporating attention and residual density

Propose a novel and effective image super-resolution method that overcomes the shortcomings of existing methods and improves image super-resolution quality. Multi-level feature fusion adopts the ...
Nature

CNN–Transformer gated fusion network for medical image super-resolution

With the wide application of medical imaging technology, medical images have become an important auxiliary tool for medical diagnosis. Obtaining medical images with rich and clear texture details ...