AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

arXiv:2403.14614v1 Announce Type: new
Abstract: In the image acquisition process, various forms of degradation, including noise, haze, and rain, are frequently introduced. These degradations typically arise from the inherent limitations of cameras or unfavorable ambient conditions. To recover clean images from degraded versions, numerous specialized restoration methods have been developed, each targeting a specific type of degradation. Recently, all-in-one algorithms have garnered significant attention by addressing different types of degradations within a single model without requiring prior information of the …

arxiv cs.cv image image restoration mining type via