The 26th International Display Workshops (IDW '19)

Presentation information

Poster Presentation

[AISp2/VHFp6] Deep Learning for Image Quality

Thu. Nov 28, 2019 2:30 PM - 5:00 PM Main Hall (1F)

2:30 PM - 5:00 PM

[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.