A new lens-free imaging system uses software to see finer details from farther away than optical systems ever could before.

Radeon Super Resolution (RSR) back at CES, and it has finally arrived in the latest driver. It uses the same upscaling ...

Abstract: Super-resolution (SR) is a crucial component of end-side image processing tasks in constrained sensor environments. However, the existing convolutional neural networks (CNNs) used for SR ...

Abstract: Recently, convolution neural networks have been demonstrated remarkable process on single image super-resolution. However, as the depth of the networks increase, the computing time also ...