IEEE

Asymmetric Dual-Encoder Network with Clustering and Mutual Contrast Loss for the Semantic ...

Abstract: In recent years, the semantic segmentation of multimodal remote-sensing images using convolutional methods has received significant attention. Owing to the localized nature of convolutional ...
IEEE

Boosting Few-Shot Semantic Segmentation of 3D Medical Images via Collaborative Slice Alignment

Abstract: Few-shot semantic segmentation (FSS) of 3D medical images requires finding a 2D slice from the labeled volume as support to ‘query’ slices of the unlabeled one. Accurately determining ...