Photo-realistic image bit-depth enhancement via residual transposed convolutional neural network

Nowadays, with the rapid development of high bit-depth (HBD) monitors, the demands for high quality image visualization have been raised. However, a prominent problem is the inconsistency between existing low bit-depth (LBD) images and HBD monitors. When LBD images are simply de-quantized to HBD ones, there will be severe false contour ar...More