Laser & Optoelectronics Progress, Volume. 58, Issue 10, 1011021(2021)
Image Processing Algorithms Related to Single-Pixel Imaging: A Review
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.
Get Citation
Copy Citation Text
Wei Huang, Shuming Jiao, Changyan Xiao. Image Processing Algorithms Related to Single-Pixel Imaging: A Review[J]. Laser & Optoelectronics Progress, 2021, 58(10): 1011021
Category: Imaging Systems
Received: Feb. 1, 2021
Accepted: Mar. 5, 2021
Published Online: May. 28, 2021
The Author Email: Jiao Shuming (jiaoshm@pcl.ac.cn), Xiao Changyan (c.xiao@hnu.edu.cn)