The 26th International Display Workshops (IDW '19)

講演情報

Poster Presentation

[3Dp1/3DSAp1] 3D and Hyper-realistic Displays and Applications 1

2019年11月28日(木) 10:40 〜 13:10 Main Hall (1F)

10:40 〜 13:10

[3Dp1/3DSAp1-21] Light Field Acquisition from Focal Stack via a Deep CNN

*Yasutaka Inagaki1, Keita Takahashi1, Toshiaki Fujii1 (1. Nagoya University (Japan))

キーワード:Light field, Computational photography, 3D display, Convolutional neural network

We succeeded in acquiring a dense light field from a focal stack, i.e, only a few images with different focused depth, by using a deep convolutional neural network (CNN) trained for this purpose. We validated our method through both simulative and real-camera experiments.