Paper summary
Paper summary: Spectral-Spatial Interpretation
Spectral-Spatial Interpretation explains multispectral image models with a full position × channel attribution matrix, using a local Shapley game at each position, so it shows which channels matter where.
- Heatmaps show where a model looks; channel scores show which bands matter globally; SSI shows which bands matter at each location.
- Summing a position's channel attributions exactly recovers that position's contribution, a built-in consistency property.