activity
20122019
most citedComputational ghost imaging using deep learning

164 citations · 298 across the 7 of their papers we have counts for

collaborators

11 papers

eess.IV2019

Simple complex amplitude encoding of a phase-only hologram using binarized amplitude

Tomoyoshi Shimobaba, Takayuki Takahashi, Yota Yamamoto +4

For this work, we introduced the use of binary amplitude for our proposed complex amplitude encoding of a phase-only hologram. By principle, a complex amplitude in a hologram plane…

eess.IV2018

Digital holographic particle volume reconstruction using a deep neural network

Tomoyoshi Shimobaba, Takayuki Takahashi, Yota Yamamoto +6

This paper proposes a particle volume reconstruction directly from an in-line hologram using a deep neural network. Digital holographic volume reconstruction conventionally uses mu…

eess.IV2018

Computational ghost imaging using a field-programmable gate array

Ikuo Hoshi, Tomoyoshi Shimobaba, Takashi Kakue +1

Computational ghost imaging is a promising technique for single-pixel imaging because it is robust to disturbance and can be operated over broad wavelength bands, unlike common cam…

cs.CV2018

Convolutional neural network-based regression for depth prediction in digital holography

Tomoyoshi Shimobaba, Takashi Kakue, Tomoyoshi Ito

Digital holography enables us to reconstruct objects in three-dimensional space from holograms captured by an imaging device. For the reconstruction, we need to know the depth posi…

cs.CV2017164 cited

Computational ghost imaging using deep learning

Tomoyoshi Shimobaba, Yutaka Endo, Takashi Nishitsuji +8

Computational ghost imaging (CGI) is a single-pixel imaging technique that exploits the correlation between known random patterns and the measured intensity of light transmitted (o…

cs.GR20176 cited

Fast, large-scale hologram calculation in wavelet domain

Tomoyoshi Shimobaba, Kyoji Matsushima, Takayuki Takahashi +6

We propose a large-scale hologram calculation using WAvelet ShrinkAge-Based superpositIon (WASABI), a wavelet transform-based algorithm. An image-type hologram calculated using the…