Analysis of Super-Resolution Techniques: From Traditional Interpolation to FSRCNN
We use single image super-resolution (SISR) techniques to reconstruct high-resolution images from low-resolution images using deep learning algorithms to display frames in high resolution displays like laptops and television screens. Modern upsampling methods like NVIDIA's Deep Learning Super Sampling (DLSS) show the p...