tb_tcspc_irf_convolve — 2D typed op

数据种类:countscounts

调用:fullseye.apply(img, "tb_tcspc_irf_convolve", a=0.5, b=0.5)(2-D 的模型是一张图 + 两个标量旋钮 a,b∈[0,1])

*无图: 该算子以 counts 为输入。从图像开始的 Studio 程序无法到达该类型,请参见下方的可运行示例。*

用法

用仪器响应(时序抖动)对到达时间直方图进行模糊处理。

> 以下的详细说明为原文 —— 摘要与标题已翻译。

The temporal analogue of a PSF convolution: a detector's timing uncertainty

(SPAD jitter + TDC quantisation + laser pulse width) smears every arrival

time by the instrument response function, here a Gaussian of full width at

half maximum *irf_fwhm_ps*. The kernel is the exact bin integral of that

Gaussian (erf differences), normalised to sum 1, truncated at

`+-truncate*sigma` and forced to odd length so the convolution is centred.

Ground truth: convolving a unit spike in the middle of a 256-bin window with

`irf_fwhm_ps = 500 at bin_ps = 50` leaves the centroid exactly

where it was (measured shift 0.0 ps — the kernel is symmetric) and gives a

profile whose measured FWHM is 501.22 ps. That 0.24% excess over 500 is the

*measurement*, not the kernel: :func:tcspc_stats finds the half-maximum

crossings by linear interpolation between bins, which slightly overestimates

the width of a Gaussian.

Total counts are preserved *except* at the window edges, where

`mode='same'` discards the tail that falls outside — measured loss exactly

0 for that centred spike, but a genuine loss for a pulse within a few sigma

of either end.

Returns a float64 1-D histogram of the same length as *hist*.

Raises `ValueError`: negative, non-finite or non-1-D *hist*, a

non-positive *bin_ps* / *irf_fwhm_ps* / *truncate*, an IRF sigma below

1e-3 bins (the kernel would be a delta and the op a no-op — say so instead

of pretending to blur), and a kernel that would be longer than the

:data:MAX_BINS cap.

Typed bridge of the photon op `tcspc_irf_convolve into the 2-D evolution registry: the same implementation, called under the op(v, a, b) convention. a drives bin_ps (default 100) and b drives irf_fwhm_ps` (default 200).

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。

可运行的示例(实际调用该算子并已验证的样例)

• (暂无)

类型可衔接的下一个算子(可接受 counts 作为输入)

identity · tb_spad_deadtime_apply · tb_spad_deadtime_correct · tb_tcspc_coates_correct · tb_tcspc_background_subtract · tb_dtof_depth · tb_countrate_to_counts · tb_counts_to_countrate

同类别(typed)

tb_points_to_voxel · tb_estimate_point_normals · tb_iss_keypoints · tb_angle_3points · tb_project_points · tb_render_point_depth · tb_statistical_outlier_removal · tb_radius_outlier_removal


*Provenance: ops.py — 2D 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.