activity
20182022
most citedDoes deep learning always outperform simple linear regression in optical imaging?

65 citations · 67 across the 6 of their papers we have counts for

collaborators

13 papers

cs.CV20221 cited

Solving combinational optimization problems with evolutionary single-pixel imaging

Wei Huang, Jiaxiang Li, Shuming Jiao +1

Single-pixel imaging (SPI) is a novel optical imaging technique by replacing the pixelated sensor array in a conventional camera with a single-pixel detector. In previous works, SP…

cs.CV2022

Playing Tic-Tac-Toe Games with Intelligent Single-pixel Imaging

Shuming Jiao, Jiaxiang Li, Wei Huang +1

Single-pixel imaging (SPI) is a novel optical imaging technique by replacing a two-dimensional pixelated sensor with a single-pixel detector and pattern illuminations. SPI have bee…

cs.CR2022

Adversarial attacks on an optical neural network

Shuming Jiao, Ziwei Song, Shuiying Xiang

Adversarial attacks have been extensively investigated for machine learning systems including deep learning in the digital domain. However, the adversarial attacks on optical neura…

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…