Super Resolution: Adobe Photoshop versus Leading Deep Neural Networks.
Super Resolution is a technique that enhances the quality of an image by increasing its apparent resolution, effectively imagining the detail present in a higher-resolution version. Traditional methods like bicubic interpolation often result in blurred images when upscaling. Recent advancements have introduced more sophisticated approaches, including Adobe Camera Raw's Super Resolution and deep learning models such as the Information Distillation Network (IDN).