Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceColorHumansAlgorithmsImage ProcessingComputer-Assisted
Color-Quality Invariance for Robust Medical Image Segmentation.
Ravi Shah, Atsushi Fukuda, Quan Huu Cap
Published: 202510.1109/EMBC58623.2025.11253692
Abstract
Single-source domain generalization (SDG) in medical image segmentation remains a significant challenge, particularly for images with varying color distributions and qualities. Previous approaches often struggle when models trained on high-quality im…
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