Omni-Fuse, a dual-stream network with bidirectional cross-attention, spectral-guided query selection, and a two-stage decoder, improves medical hyperspectral image segmentation by about 4 to 6 percent in Dice score on two datasets.
Advances in Neural Information Processing Systems 33, 21271–21284 (2020)
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Omni-Fusion of Spatial and Spectral for Hyperspectral Image Segmentation
Omni-Fuse, a dual-stream network with bidirectional cross-attention, spectral-guided query selection, and a two-stage decoder, improves medical hyperspectral image segmentation by about 4 to 6 percent in Dice score on two datasets.