Publications by authors named "Ivan Hidalgo-Cenalmor"
Small Methods
October 2024
Article Synopsis
- Generative models like diffusion models have improved significantly, allowing for the creation of high-quality, realistic images in various fields, including super-resolution microscopy.
- The study shows that these generated images closely resemble real experimental images without heavily relying on memorization of the training data, highlighting the model’s effectiveness.
- A deep learning method for single-image super-resolution is enhanced using generated data, leading to improved image quality, and the entire process is made accessible online for researchers to generate synthetic microscopy data easily.
