most citedDoes deep learning always outperform simple linear regression in optical imaging?

65 citations · 66 across the 4 of their papers we have counts for

collaborators

7 papers

eess.IV2019

Visual cryptography in single-pixel imaging

Shuming Jiao, Jun Feng, Yang Gao +2

Two novel visual cryptography (VC) schemes are proposed by combining VC with single-pixel imaging (SPI) for the first time. It is pointed out that the overlapping of visual key ima…

cs.CV201965 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…

eess.IV2019

Data hiding in complex-amplitude modulation using a digital micromirror device

Shuming Jiao, Dongfang Zhang, Chonglei Zhang +3

A digital micromirror device (DMD) is an amplitude-type spatial light modulator. However, a complex-amplitude light modulation with a DMD can be achieved using the superpixel schem…

eess.IV20191 cited

Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging

Shuming Jiao, Yang Gao, Ting Lei +2

In many previous works, a single-pixel imaging (SPI) system is constructed as an optical image encryption system. Unauthorized users are not able to reconstruct the plaintext image…

cs.CV2019

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

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…