The invention discloses a
noise model obtaining method, a denoising neural network training method, a
noise model obtaining device, a denoising neural network training device,
electronic equipment and a computer readable storage medium, and the
noise model obtaining method comprises the steps: shooting a flat field frame under different sensitivities and different light incoming amounts, modeling
shot noise NP, and obtaining a noise model NP; the relation between the ISO and the
system gain K is calibrated; shooting dark field frames under different ISOs, and modeling
black level error noise NBLE to calibrate the
black level error noise under different ISOs; modeling row noise Nrow and calibrating the relationship between different ISO and the noise parameter sigma row; modeling a
fixed pattern noise (NFPN); modeling and reading noise Nread, and calibrating the relationship between different ISO and the shape parameter
lambda and the
noise intensity sigma TL; and obtaining a target noise model according to the model of the NP, the relationship between the ISO and the
system gain K, the model of the NBLE, the model of the Nrow, the relationship between the different ISO and the sigma row, the model of the NFPN, the model of the Nread and the relationship between the different ISO and the shape parameters
lambda and sigma TL.