166 citations · 631 across the 14 of their papers we have counts for
Showing 2019 · cs.CVShow all
3 papers · 2 filters
cs.CV2019★ 65 cited
Does deep learning always outperform simple linear regression in optical imaging?
Shuming Jiao, Yang Gao, Jun Feng +2
Deep learning has been extensively applied in many optical imaging applications in recent years. Despite the success, the limitations and drawbacks of deep learning in optical imag…
cs.CV2019★ 134 cited
Optical machine learning with incoherent light and a single-pixel detector
Shuming Jiao, Jun Feng, Yang Gao +3
An optical diffractive neural network (DNN) can be implemented with a cascaded phase mask architecture. Like an optical computer, the system can perform machine learning tasks such…
cs.CV2019★ 59 cited
Multiple-image encryption and hiding with an optical diffractive neural network
Yang Gao, Shuming Jiao, Juncheng Fang +3
A cascaded phase-only mask architecture (or an optical diffractive neural network) can be employed for different optical information processing tasks such as pattern recognition, o…