3 papers
cs.CV2026
Exploring Boundary-Aware Spatial-Frequency Fusion for Camouflaged Object Detection
Song Yu, Yang Hu, Haokang Ding +2
Camouflaged Object Detection is challenging due to the high degree of similarity between camouflaged objects and their surrounding backgrounds. Current COD methods mainly rely on e…
cs.CV2026
FGML-DG: Feynman-Inspired Cognitive Science Paradigm for Cross-Domain Medical Image Segmentation
Yucheng Song, Chenxi Li, Haokang Ding +2
In medical image segmentation across multiple modalities (e.g., MRI, CT, etc.) and heterogeneous data sources (e.g., different hospitals and devices), Domain Generalization (DG) re…
cs.CV2025
TreeFedDG: Alleviating Global Drift in Federated Domain Generalization for Medical Image Segmentation
Yucheng Song, Chenxi Li, Haokang Ding +2
In medical image segmentation tasks, Domain Generalization (DG) under the Federated Learning (FL) framework is crucial for addressing challenges related to privacy protection and d…