Image Super-Resolution
Akshay Kulkarni, Adarsha Shivananda, Nitin Ranjan Sharma · Apress eBooks · 2022
With the advent of high-resolution image capturing agents, the information captured in images is huge. Technology has moved from ultra HD to 4K and 8K resolutions. Movies are using high-resolution frames these days; however, there are also situations when they need to enhance a low-resolution image to a high-resolution one. Imagine a scene where the protagonist of a movie is trying to determine the license plate captured from a picture of a speeding car. Super-resolution can now help us zoom into an image to a high degree without distorting it. A few interesting advancements have happened in the industry and we are going to discuss those with some examples.