2026
A TEXT-IMAGE FUSION METHOD WITH DATA AUGMENTATION CAPABILITIES FOR REFERRING MEDICAL IMAGE SEGMENTATION
ICASSP 2026poster
Deep learning relies heavily on data augmentation to mitigate limited data, especially in medical imaging. Recent multimodal learning integrates text and images for segmentation, known as referring or text-guided image segmentation. However, common augmentations like rotation and flipping disrupt sp…