Sequential Subtraction-Based Compressive Single-Pixel Imaging in Complicate Ambient Light

被引:3
作者
Wu, Jingjing [1 ]
Wang, Jicheng [1 ]
Hu, Lifa [1 ]
机构
[1] Jiangnan Univ, Sch Sci, Wuxi 214122, Peoples R China
来源
IEEE PHOTONICS JOURNAL | 2022年 / 14卷 / 06期
基金
中国国家自然科学基金;
关键词
Single-pixel imaging; compressive sensing; noise robustness;
D O I
10.1109/JPHOT.2022.3229664
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As a special imaging technique, one of the most important advantages of single-pixel imaging (SPI) than conventional imaging method is that it can recover the object image even through turbid medium. In these situations, the noises bring by the turbid medium usually obey special rules in statistics. While in some other applications, SPI is performed in the environment with complicate ambient light, in which no prior information of the environment noise is known. Aiming at this situation, in this work, the frame-by-frame subtraction-based compressive sensing SPI (FFS-CSPI) method with random 0/1 pattern is used to decrease the effect from the unknown ambient light. The noise robustness of the FFS-CSPI method is analyzed and compared with Hadamard CSPI. In simulation and experiment, two kinds of noises, from external light source and from background video, are considered. The results prove that FFS-CSPI with random 0/1 patterns can achieve higher image quality than conventional mean subtraction method and Hadamard CSPI with the same measurement number. Considering the high refresh rate of digital micromirror device when it loads the 0/1 binary patterns, the imaging speed is acceptable. This work will promote the practical applications of SPI in complicated environment.
引用
收藏
页数:7
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