Proceedings of the International Display Workshops Volume 26 (IDW '19)
Nov 27 - Nov 29, 2019Sapporo Convention Center
Proceedings of the International Display Workshops Volume 26 (IDW '19)
Nov 27 - Nov 29, 2019Sapporo Convention Center
[AISp2/VHFp6-1]Automatic Selection of Preferable Tone-Mapping Method based on Deep Learning
*Hirofumi Sasaki1, Keita Hirai1, Takahiko Horiuchi1(1. Chiba University (Japan))
Keywords:
HDR image database,Preference,Subjective evaluation,Convolutional neural network
The preference of a tone-mapped HDR image appearance depends on an applied Tone-Mapping method and an input scene content. In this paper, based on a deep learning technique, we propose a system to automatically select a Tone-Mapping method that provides a preferable appearance of an input HDR image.