Research Article

Noise Estimation and Type Identification in Natural Scene and Medical Images using Deep Learning Approaches

Table 5

Sample images from the dataset.

Name of the noiseNatural images from SIPI databaseMedical images from TCIA and local hospitals

Gaussian noise
Motion artifacts
Poisson
Salt-and-pepper
Speckle noise