Image Processing Algorithms Related to Single-Pixel Imaging: A Review

被引：2
作者：
Huang Wei [1 ]
Jiao Shuming [2 ]
Xiao Changyan [1 ]
机构：
[1] Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
[2] Peng Cheng Lab, Shenzhen 518055, Guangdong, Peoples R China
来源：
LASER & OPTOELECTRONICS PROGRESS | 2021年 / 58卷 / 10期
关键词：
imaging systems; single-pixel imaging; ghost imaging; image processing algorithm; classification and recognition; encryption and hiding; deep learning; SIGNAL RECOVERY; GHOST; LIGHT; TRANSMISSION; CODE;
D O I：
10.3788/LOP202158.1011021
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：
Single-pixel imaging(SPI) as a new imaging technology with low cost of detectors and wide imaging range has wide applications in remote sensing imaging, hyperspectral imaging, and lidar detection, etc. Since SPI has a unique imaging mechanism and framework, specialized image processing algorithms need to be designed. This review, based on the development of SPI, describes the research progresses of SPI in image classification, moving object imaging, blind reconstruction, image encryption and hiding, edge detection, illumination pattern optimization, low-sampling rate image quality improvement. In addition, we briefly discuss the future directions of image processing algorithms related to SPI.
引用
收藏
页数：18
相关论文
共 121 条
[1]  
AdlerA Elad M, 2016, COMPRESSED LEARNING
[2]   High-speed all-optical Haar wavelet transform for real-time image compression [J].
Alemohammad, Milad ;
Stroud, Jasper R. ;
Bosworth, Bryan T. ;
Foster, Mark A. .
OPTICS EXPRESS, 2017, 25 (09) :9802-9811
[3]   Photon-sparse microscopy: visible light imaging using infrared illumination [J].
Aspden, Reuben S. ;
Gemmell, Nathan R. ;
Morris, Peter A. ;
Tasca, Daniel S. ;
Mertens, Lena ;
Tanner, Michael G. ;
Kirkwood, Robert A. ;
Ruggeri, Alessandro ;
Tosi, Alberto ;
Boyd, Robert W. ;
Buller, Gerald S. ;
Hadfield, Robert H. ;
Padgett, Miles J. .
OPTICA, 2015, 2 (12) :1049-1052
[4]  
BasanoL OttonelloP, 2006, APPL PHYS LETT, V89
[5]   Two-photon coincidence imaging with a classical source [J].
Bennink, RS ;
Bentley, SJ ;
Boyd, RW .
PHYSICAL REVIEW LETTERS, 2002, 89 (11)
[6]   Efficient single pixel imaging in Fourier space [J].
Bian, Liheng ;
Suo, Jinli ;
Hu, Xuemei ;
Chen, Feng ;
Dai, Qionghai .
JOURNAL OF OPTICS, 2016, 18 (08)
[7]   Multispectral imaging using a single bucket detector [J].
Bian, Liheng ;
Suo, Jinli ;
Situ, Guohai ;
Li, Ziwei ;
Fan, Jingtao ;
Chen, Feng ;
Dai, Qionghai .
SCIENTIFIC REPORTS, 2016, 6
[8]   Single-pixel pattern recognition with coherent nonlinear optics [J].
Bu, Ting ;
Kumar, Santosh ;
Zhang, He ;
Huang, Irwin ;
Huang, Yu-Ping .
OPTICS LETTERS, 2020, 45 (24) :6771-6774
[9]  
Cai HJ, 2019, J LASER OPTOELECTRON, V56, P7
[10]  
Calderbank Robert., COMPRESSED LEARNING
12345678910