Machine learning assisted single pixel imaging for weak light detection

Abstract

Single-pixel imaging, which allows imaging with a single-pixel detector and correlation method, can be accelerated by combining machine learning. In addition, the estimation accuracy is improved by using the predictive uncertainty by machine learning.