Monocular Depth Estimation Based on Lens Aberrations

Naoki Nishizawa, Masako Kashiwagi, Nao Mishima, Akihito Seki

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

3:20 PM - 3:40 PM

[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.

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

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