Search Results for author: Janet Lumpp

Found 2 papers, 1 papers with code

Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling

1 code implementation20 Oct 2023 Sania Eskandari, Janet Lumpp, Luis Sanchez Giraldo

As a result, we propose a U-shaped hierarchical Transformer-based structure for skin lesion segmentation and an Inter-scale Context Fusion (ISCF) method that uses attention correlations in each stage of the encoder to adaptively combine the contexts from each stage to mitigate semantic gaps.

Decoder Image Segmentation +4

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