Spectral-Spatial Interpretation for Localized Multispectral Attribution
October 14, 2026
SSI provides a full-grid attribution matrix for multispectral data by applying Shapley values to local position-channel games. This method replaces global channel rankings with spatially localized importance scores that account for specific channel relevance at each pixel.
HOW THIS AFFECTS YOU
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researcherYou can now perform more granular interpretability on multispectral imagery by identifying specific channel dependencies at precise spatial coordinates.