Severity-Channel Conditioning: An Injection-Level Study for Consumer-Device Deblurring.

arXiv:2610.24599v1 Announce Type: cross Abstract: Motion-deblurring models lose substantial accuracy when transferred from professional cameras to smartphone-derived imagery. This paper studies whether a severity descriptor, partly derived from the paired shar