1 code implementation • 20 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.
1 code implementation • 13 Jul 2019 • Yantao Wei, Shujian Yu, Luis Sanchez Giraldo, Jose C. Principe
This paper proposes a novel architecture, termed multiscale principle of relevant information (MPRI), to learn discriminative spectral-spatial features for hyperspectral image (HSI) classification.