Generative Quanta Color Imaging

arXiv:2403.19066v1 Announce Type: new
Abstract: The astonishing development of single-photon cameras has created an unprecedented opportunity for scientific and industrial imaging. However, the high data throughput generated by these 1-bit sensors creates a significant bottleneck for low-power applications. In this paper, we explore the possibility of generating a color image from a single binary frame of a single-photon camera. We evidently find this problem being particularly difficult to standard colorization approaches due to the substantial degree of exposure variation. The …

arxiv color cs.ai cs.cv generative imaging quanta type