IMAGE REGENERATION
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Date
2023
Journal Title
Journal ISSN
Volume Title
Publisher
NHCE
Abstract
Image regeneration refers to recovering the original clean images from corrupted ones.
The corruption arises in various forms, such as motion blur, low resolution, noise. Image
noise refers the variations of color and brightness in an image with respect to an ideal
image of the real scene. Image noise originates from the atmospheric disturbances heat
in semiconductor devices or simply the stochastic process of incoming photonsVisually,
the noise adds “dirty” grains with random intensity to the images, which in some cases
severely degrades visual pleasure and image details such as edges Image noise is
ubiquitous due to lack of light, or imperfect camera sensors. So with the help of deep
learning we will be clearing the image