International Display Workshops General Incorporated Association

Proceedings of the International Display Workshops Volume 28 (IDW '21)

Proceedings of the International Display Workshops Volume 28 (IDW '21)

2021年12月1日 〜 2021年12月3日
Virtual Conference

15:20 〜 15:40

[DES4/3D3-1(Invited)] Monocular Depth Estimation Based on Lens Aberrations

*Naoki Nishizawa1、Masako Kashiwagi1、Nao Mishima1、Akihito Seki1 (1.Toshiba (Japan))

Deep Depth from Aberration Map, Depth Estimation, Lens Aberration, Smartphone Camera

https://doi.org/10.36463/idw.2021.0885

We have developed our Deep Depth from Aberration Map (DDfAM) that can obtain a valid depth map from a single-shot image with a monocular camera even if no contextual information exists. In this paper, we explain two of our recent efforts: application for smartphone cameras and depth inference acceleration.