International Display Workshops General Incorporated Association

14:30 〜 17:00

[AISp2/VHFp6-1] Automatic Selection of Preferable Tone-Mapping Method based on Deep Learning

*Hirofumi Sasaki1, Keita Hirai1, Takahiko Horiuchi1 (1. Chiba University (Japan))

HDR image database, Preference, Subjective evaluation, Convolutional neural network

https://doi.org/10.36463/idw.2019.0047

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.