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

Abdullah Al Shafi, Kazi Saeed Alam, Sumaiya Rahim Suma +1

Motion-deblurring models lose substantial accuracy when transferred from professional cameras to smartphone-derived imagery. This paper studies whether a severity descriptor, partl…