csi_design — INTERFEROMETRY design op

数据种类:table(仅由参数决定的算子 —— 不接受图像或数据输入)

调用:import interferometry; interferometry.csi_design(wavelength_um=0.6, bandwidth_um=0.1, z_range_um=12.0, width_px=640, height_px=480, min_visibility=0.3, step_divisor=8.0)(或 opsinterferometry.get("csi_design"))

用法

由光源光谱决定的相干扫描系统的轴向极限。

> 以下的详细说明为原文 —— 摘要与标题已翻译。

The counterpart of :mod:visiondesign for the *vertical* axis: closed-form

answers to the questions asked before any hardware is bought — how localised

is the coherence peak, how finely must the scan step, how many planes is that,

and how much memory does the stack need.

Returned dict:

• `coherence_length_um(4 ln2 / pi) * lambda^2 / delta_lambda`, the

FWHM of `|gamma(OPD)|` for a Gaussian source (Born & Wolf 7.5.8). This

is a property of the optical path difference. Verified in the tests

against a direct numerical Fourier transform of the Gaussian source

spectrum, at three (lambda, delta_lambda) settings, agreeing to 6

significant figures.

• `envelope_fwhm_um` — half of that: the width of the envelope along

the scan axis, because the double pass makes `OPD = 2z`. This is the

one to hand to :func:csi_signal_simulate /

:func:csi_stack_simulate, and the two are reported separately precisely

because collapsing them into one name called "coherence length" is a clean

factor-of-two error in every height the module produces. (It was one

during development, and the numerical check above is what caught it.)

• `envelope_sigma_umenvelope_fwhm_um` as a Gaussian sigma.

• `fringe_period_umlambda/2`. The double pass halves it, and this

is the number that makes phase-shifting ambiguous above `lambda/4`.

• `max_z_step_umlambda/4`. The Nyquist ceiling on the scan step;

:func:csi_peak_position and :func:csi_height_map refuse at or above

it. It is a rejection bound, not an operating point — the accuracy

is already gone well before the refusal. Measured on a tilted plane

(lambda 0.6 um, bandwidth 0.12 um, ceiling 0.15 um, no noise at all,

so every number below is method error):

========== =========== ===========

step [um] bias [nm] RMSE [nm]

========== =========== ===========

0.0375 0.09 0.22

0.0750 (rec) 0.09 0.26

0.1000 -0.07 0.39

0.1200 0.39 2.90

0.1400 -4.75 134.64

0.1499 -1.89 18.38

========== =========== ===========

A step of 0.14 um is accepted and returns heights that are wrong by

500x the recommended step's error, with a worst pixel at 198 nm.

Note also that the last two rows are not monotone: 0.1499 is better

than 0.1400. The error near the ceiling is an aliasing beat between the

fringe period and the step, not a smooth degradation, so "just under the

limit" cannot be made safe by nudging the step. Use

`recommended_z_step_um`; the bias only stays in the 0.1 nm range up to

about `lambda/6`.

• `recommended_z_step_umlambda/step_divisor` (default lambda/8, the

usual 90-degree-per-plane choice), reported only if it is below the

ceiling.

• `capture_range_um` — the height interval over which the fringe contrast

stays above *min_visibility* of its peak,

`2*sigma*sqrt(2 ln(1/min_visibility))`. Outside it a surface produces

fringes too faint to locate, whatever the scan range is.

• `planes_per_envelope` — how many scan planes fall inside

`envelope_fwhm_um` at the recommended step. Below ~4 the three-point

estimators have nothing to fit.

• `n_planes / stack_elements / stack_megabytes` — the scan you are

about to run and the float64 stack it produces, plus

`stack_within_cap against :data:MAX_STACK_ELEMENTS`. This is the

number people discover after waiting for the scan.

• `phase_unambiguous_step_umlambda/4`, the largest surface step

phase-shifting interferometry can measure without a fringe-order error.

It is here so the two families can be compared in one place: coherence

scanning has no such limit inside the scan range, and that is the

entire reason to pay for the scan.

What this deliberately does not return is a vertical *repeatability* — a

"resolution" in nanometres. That number depends on the signal-to-noise ratio

and on which of :data:ESTIMATORS you use, the estimators do not even rank

the same way with and without noise, and an attempt to verify the textbook

"two surfaces closer than the coherence length are unresolved" criterion

against this module's own forward model failed: two reflectors 0.4

coherence lengths apart still produce two envelope maxima, because the two

interferograms interfere with each other and the envelope of a sum is not the

sum of the envelopes. Rather than assert a formula that its own tests

contradict, this operator returns only quantities it can verify, and the

measured estimator table lives in the module docstring.

Raises `ValueError`: non-real / non-finite / string / bool parameters, a

non-positive wavelength / bandwidth / range, a *bandwidth_um* at or above

*wavelength_um* (a source whose spectrum reaches zero frequency is not a

quasi-monochromatic source and the coherence-length formula does not apply to

it), a *min_visibility* outside `(0, 1)`, a *step_divisor* below 4 (which

would recommend a step at or past its own Nyquist ceiling), and pixel counts

outside `[1, 65536]`.

详细使用指南

coherence_scanning 族使用指南

参考(示例数据・文献)

• 示例数据目录(下载 URL / 许可证) —— 2-D 用 skimage.data(BSD/公有领域)加合成图,3-D 给出真实数据源(Stanford/PDS 等)的下载 URL。

• 算子来历与参考文献 —— 该算子族所依据的研究/方法出处。

• 算法的正典(作者・年份)与用途见上面的族使用指南

可运行的示例(实际调用该算子并已验证的样例)

coherence_scanningpy -3.11 examples/coherence_scanning.py

poc_interferometry_steppy -3.11 examples/poc_interferometry_step.py

类型可衔接的下一个算子(可接受 table 作为输入)

同类别(design)


*Provenance: interferometry.py — INTERFEROMETRY 算子登记表。本条目由 tools/opdocs.py md 自动生成(请勿手工编辑)。*

© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.