Pile-up effect in near-infrared single-pixel imaging with an incoherent light source.

Single-pixel imaging (SPI), which offers high-throughput measurement capabilities and a simple structure, has promising applications in near-infrared single-photon imaging. Nevertheless, the low saturation count rate of near-infrared single-photon detectors often leads to photon pile-up effects. This paper delves into the influence of these effects on passive SPI under both random matrix modulation and Hadamard matrix modulation and offers corresponding noise removal solutions.