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Jungfraujoch/image_analysis/indexing
leonarski_f 929e6e1fa0
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FFTIndexer: pick peaks by prominence above a local background, not raw magnitude
The per-direction peak search took argmax|spec|. The projected-spot histogram has a
broad low-frequency ENVELOPE (spots cluster near the origin) whose magnitude can
exceed the true lattice peaks, so on weak / pink-beam frames every direction reported
a short envelope vector (~10 A) and the real 38-79 A axes never surfaced -> 0 candidate
cells -> 0% indexing. (Diagnosed on the lyso jet: the FFT returned only 10-15 A vectors,
the true axes entirely absent.)

Subtract a running-mean background of half-width ~15 A and pick the peak by its
PROMINENCE (mag - background) instead. The smooth envelope cancels to ~0 while sharp
lattice peaks - fundamentals and harmonics alike - keep their height, so the real axes
win. The prominence is also reported as the magnitude, so FilterFFTResults ranks
directions by real-peak strength rather than envelope. Ported identically to CPU
(prefix-sum window) and GPU (sliding-window in the kernel).

Validation (lyso, de-novo): jet FFT 0% -> 20.5% (CPU and GPU identical; vs FFBIDX
27%); crystal 2 95.3% -> 95.5% (no regression, CC1/2 95.8 / CCref 92.7 unchanged).
The ~15 A window is the validated optimum (wider over-smooths, narrower under-removes
the envelope).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-16 07:25:06 +02:00
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