Multispectral (per-pixel) classification.

• Makes use of spectral response patterns — different land-cover types reflect different amounts in each band, creating separable “clusters” in feature space.
• Per-pixel / point classifiers look at one pixel at a time (no spatial context).
• This approach is the heart of remote-sensing land-cover work, despite not using neighborhood information.