AI RESEARCH
Decoupling Wavelet Sub-bands for Single Source Domain Generalization in Fundus Image Segmentation
arXiv CS.CV
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ArXi:2603.28463v1 Announce Type: new Domain generalization in fundus imaging is challenging due to variations in acquisition conditions across devices and clinical settings. The inability to adapt to these variations causes performance degradation on unseen domains for deep learning models. Besides, obtaining annotated data across domains is often expensive and privacy constraints restricts their availability.