[AISp2/VHFp6] Deep Learning for Image Quality

[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.