Venkatesh Reddy Maligireddy

Non-Blind Deblurring: Handling Kernel Uncertainty With CNNs

Blind motion deblurring methods are primarily responsible for recovering an accurate estimate of the blur kernel. Non-blind deblurring (NBD) methods, on the other hand, attempt to faithfully restore the original image, given the blur estimate. However, NBD is quite susceptible to errors in blur kern…