166 citations · 631 across the 14 of their papers we have counts for
7 papers · 1 filter
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…
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…
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…
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…
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…
Fast Object Classification in Single-pixel Imaging
Shuming Jiao
In single-pixel imaging (SPI), the target object is illuminated with varying patterns sequentially and an intensity sequence is recorded by a single-pixel detector without spatial…
Review on Optical Image Hiding and Watermarking Techniques
Shuming Jiao, Changyuan Zhou, Yishi Shi +2
Information security is a critical issue in modern society and image watermarking can effectively prevent unauthorized information access. Optical image watermarking techniques gen…