Abstract: Highlights•Propose a cascaded transformer for fusion-aware hyperspectral computational imaging.•Fuse RGB images and compressive CASSI measurements for hyperspectral imaging.•Design spectral-aware self-attention and spatial-fused cross-attention.•Show effectiveness and superiority on three different datasets.
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