Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks

Shuang Cui, Yi Li, Jiangmeng Li +4

Single image defocus deblurring (SIDD) aims to restore an all-in-focus image from a defocused one. Distribution shifts in defocused images generally lead to performance degradation…