Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance

Yuki Fujimura, Masaaki Iiyama, Takuya Funatomi +1

We propose a learning-based depth from focus/defocus (DFF), which takes a focal stack as input for estimating scene depth. Defocus blur is a useful cue for depth estimation. Howeve…