The 26th International Display Workshops (IDW '19)

講演情報

Poster Presentation

[AISp2/VHFp6] Deep Learning for Image Quality

2019年11月28日(木) 14:30 〜 17:00 Main Hall (1F)

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))

キーワード: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.