Scrutinizer is grounded in peer-reviewed visual neuroscience — cortical magnification
(Schwartz 1980, Blauch et al. 2026), spatial frequency decomposition via
Difference-of-Gaussians, per-channel chromatic pooling (castleCSF), and feature congestion
scoring (Rosenholtz 2007). Some perceptual phenomena — notably texture synthesis for crowding
(mongrel textures, Freeman & Simoncelli 2011) — are approximated rather than fully
simulated due to real-time performance constraints. Validated mechanisms:
cortical magnification —
spatial acuity report;
chromatic pooling —
color search report;
feature congestion — validated at ρ=0.93 (v1.8);
crowding geometry —
reference stimuli.
Our
system paper (in preparation)
details the full pipeline. See also the
literature review.