{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Calibration of the Z-axis in a laser scanning microscope\n",
"\n",
"In this notebook, we present the procedure to calibrate the Z-axis scanner (e.g., piezo motor or varifocal lens) of a microscope. We used the calibration sample from Argolight. The reference patterns we used are the [3D crossing stairs](https://argolight.notion.site/Argo-SIM-v1-6973c253a418422cadf224a5e55dd2ea#cd7464ab67bf470b947ac0d33e640f84) with axial step Δz = 1 µm."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"import brighteyes_ism.dataio.mcs as mcs\n",
"import brighteyes_ism.analysis.Tools_lib as tool\n",
"import brighteyes_ism.analysis.Graph_lib as gr\n",
"\n",
"from skimage.filters import gaussian\n",
"from skimage.filters import threshold_otsu\n",
"from sklearn.cluster import KMeans\n",
"\n",
"import os"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"## Data loading\n",
"In this case, the data are stored as an hdf5 file generated by the [BrightEyes-MCS](https://github.com/VicidominiLab/BrightEyes-MCS) software."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"data-17-10-2023-12-31-54.h5\n"
]
}
],
"source": [
"path = r'\\\\iitfsvge101.iit.local\\mms\\Data MMS server\\STED-ISM\\SetupDiagnostics\\calibrations\\argolight\\stairs\\new_offset_5V'\n",
"\n",
"for file in sorted( os.listdir(path) ):\n",
" if file.endswith('.h5'):\n",
" print(file)\n",
" break\n",
"\n",
"fullpath = os.path.join(path, file)\n",
"data, meta = mcs.load(fullpath)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To perform the acquisition, we used a 488 nm CW laser. The power is roughly 50 µW on the focal plane.
\n",
"The microscope is a custom ISM setup, equipped with a 60x/1.4 oil objective lens.
\n",
"The detector array size is 1.8 Airy Units.
\n",
"We print the metadata, to show the acquisition parameters."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"version 0.0.1\n",
"comment \n",
"rangex 60.0\n",
"rangey 60.0\n",
"rangez 26.0\n",
"nbin 2\n",
"dt 10.0\n",
"nx 800\n",
"ny 800\n",
"nz 61\n",
"nrep 1\n",
"calib_x 17.303\n",
"calib_y 17.409\n",
"calib_z 5.13\n"
]
}
],
"source": [
"meta.Print()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The ISM data structure is (repetition, z, y, x, time, channel).
\n",
"Since we are not interested in having high-resolution, we keep only the spatial dimensions (z, y, x)."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"data = np.sum(data, axis = (0,4,5))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We crop the edges of the stack, because we are interested only in the stairway structures."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"dset = data[:, 250:-250, 100:-100]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We have a look at the z-stack."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
"data": {
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\n",
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