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

Neurocomputing, pp. 200-211, 2019.

Cited by: 7|Bibtex|Views26|DOI:https://doi.org/10.1016/j.neucom.2019.04.011
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Other Links: dblp.uni-trier.de|academic.microsoft.com|www.sciencedirect.com

Abstract:

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

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