2 papers
cs.CV2025
An Effective UNet Using Feature Interaction and Fusion for Organ Segmentation in Medical Image
Xiaolin Gou, Chuanlin Liao, Jizhe Zhou +2
Nowadays, pre-trained encoders are widely used in medical image segmentation due to their strong capability in extracting rich and generalized feature representations. However, exi…
cs.CV2025
From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration
Junyu Fan, Chuanlin Liao, Yi Lin
As a fundamental imaging task, All-in-One Image Restoration (AiOIR) aims to achieve image restoration caused by multiple degradation patterns via a single model with unified parame…