no code implementations • 12 Oct 2022 • Wei Huang, Jiaxiang Li, Shuming Jiao, Zibang Zhang
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.
no code implementations • 7 May 2022 • Shuming Jiao, Jiaxiang Li, Wei Huang, Zibang Zhang
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.
no code implementations • 29 Apr 2022 • Shuming Jiao, Ziwei Song, Shuiying Xiang
The results indicate that adversarial attack is also a significant issue for optical machine learning systems.
no code implementations • 30 Mar 2022 • JiaQi Zhang, Zhiyuan Ye, Jianhua Yin, Liying Lang, Shuming Jiao
6 polarized OAM beams with identical total intensity and 8 cylinder vector beams with different topology charges also have been classified effectively.
no code implementations • 12 Nov 2019 • Shuming Jiao, Jun Feng, Yang Gao, Ting Lei, Xiaocong Yuan
The secret image can be recovered when identical illumination patterns are projected onto multiple visual key images and a single detector is used to record the total light intensities.
no code implementations • 31 Oct 2019 • Shuming Jiao, Yang Gao, Jun Feng, Ting Lei, Xiaocong Yuan
Despite the success, the limitations and drawbacks of deep learning in optical imaging have been seldom investigated.
no code implementations • 24 Oct 2019 • Shuming Jiao, Dongfang Zhang, Chonglei Zhang, Yang Gao, Ting Lei, Xiaocong Yuan
A digital micromirror device (DMD) is an amplitude-type spatial light modulator.
no code implementations • 31 May 2019 • Shuming Jiao, Yang Gao, Ting Lei, Zhenwei Xie, Xiaocong Yuan
In many previous works, a single-pixel imaging (SPI) system is constructed as an optical image encryption system.
no code implementations • 24 Apr 2019 • Shuming Jiao, Jun Feng, Yang Gao, Ting Lei, Zhenwei Xie, Xiaocong Yuan
Like an optical computer, the system can perform machine learning tasks such as number digit recognition in an all-optical manner.
1 code implementation • 21 Feb 2019 • Yang Gao, Shuming Jiao, Juncheng Fang, Ting Lei, Zhenwei Xie, Xiaocong Yuan
In our proposed scheme, multiple input images can be simultaneously fed to an optical diffractive neural network (DNN) system and each corresponding output image will be displayed in a non-overlap sub-region in the output imaging plane.
no code implementations • 11 Jun 2018 • Shuming Jiao, Zhi Jin, Chenliang Chang, Changyuan Zhou, Wenbin Zou, Xia Li
It is a critical issue to reduce the enormous amount of data in the processing, storage and transmission of a hologram in digital format.
no code implementations • 4 Jun 2018 • Jun Feng, Shuming Jiao, Yang Gao, Ting Lei, Xiaocong Yuan
Single-pixel imaging (SPI) has a major drawback that many sequential illuminations are required for capturing one single image with long acquisition time.
no code implementations • 19 May 2018 • Shuming Jiao
A high quality object image can only be computationally reconstructed after a large number of illuminations, with disadvantages of long imaging time and high cost.
no code implementations • 16 Apr 2018 • Shuming Jiao, Changyuan Zhou, Yishi Shi, Wenbin Zou, Xia Li
Information security is a critical issue in modern society and image watermarking can effectively prevent unauthorized information access.