Real-time Estimation of Camera Noise Sources from Image and Metadata

A real-time, memory-efficient, and reliable deep neural network-based estimator that quantifies the contributions of major camera noise sources (photon shot noise, dark current shot noise, readout noise) and detects unexpected noise factors using an image and camera metadata.