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Example experiment

Object-centred contrast study

Moving 3×3 contrast matrix

Rows change the black-point percentile; columns increase the asinh stretch. Every cell retains the original 322 × 456 pixel star scale.

Selected contrast video

Best score 0.969

Black point p1 (59 DN), white point p99.9 (207 DN), asinh strength 4. The diffuse-structure score improves by 1.7% over the calibrated object-centred source.

Measurements

The score compares faint multi-scale structure with temporal noise and penalises clipped highlights and shadows. It is a visibility aid, not a photometric quality measure.

Variant Score Diffuse signal [DN] Temporal noise [DN] Clipped
black p0.2, asinh 1 0.952 8.04 8.35 0.25%
black p0.2, asinh 4 0.968 10.38 10.59 0.20%
black p0.2, asinh 12 0.955 9.88 10.22 0.20%
black p1, asinh 1 0.949 8.72 8.89 1.57%
black p1, asinh 4 0.969 12.11 12.16 1.25%
black p1, asinh 12 0.949 13.02 13.35 1.25%
black p3, asinh 1 0.923 8.92 9.13 3.08%
black p3, asinh 4 0.960 13.22 13.02 3.08%
black p3, asinh 12 0.947 15.74 15.70 3.08%