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@ErichZimmer
Last active August 26, 2020 05:56
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Single-pass code that allows for custom load and save directory
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## This is a code for doing single-pass PIV with custom load and save directories.\n",
"### Author: Alex. Liberzon\n",
"### Edited by Erich Zimmer to allow cutom load/save dir."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from openpiv import tools, process, validation, filters, scaling, windef\n",
"import os\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"settings = windef.Settings()\n",
"settings.filepath_images = r'C:\\Users\\Research\\Documents\\PIV\\Images\\PIV_Challenge_2001A'\n",
"settings.save_path = r'C:\\Users\\Research\\Documents\\PIV\\Results\\PIV_Challenge_2001A'\n",
"settings.save_folder_suffix = 'Test0'\n",
"settings.frame_pattern_a = 'A1.tif'\n",
"settings.frame_pattern_b = 'B1.tif'\n",
"\n",
"'Image preprocessing'\n",
"settings.dynamic_masking_method = 'None'\n",
"settings.dynamic_masking_threshold = 0.005\n",
"settings.dynamic_masking_filter_size = 7"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"#Settings to frames conversion\n",
"path = settings.filepath_images\n",
"frame_a = tools.imread( os.path.join(path,settings.frame_pattern_a))\n",
"frame_b = tools.imread( os.path.join(path,settings.frame_pattern_b))\n",
"\n",
"frame_a = (frame_a).astype(np.int32)\n",
"frame_b = (frame_b).astype(np.int32)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x22378a6cac0>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig,ax = plt.subplots(1,2)\n",
"ax[0].imshow(frame_a,cmap=plt.cm.gray)\n",
"ax[1].imshow(frame_b,cmap=plt.cm.gray)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"winsize = 24 # pixels\n",
"searchsize = 64 # pixels, search in image B\n",
"overlap = 12 # pixels\n",
"dt = 1 # sec"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"<ipython-input-6-998b6a846895>:2: RuntimeWarning: invalid value encountered in double_scalars\n",
" u0, v0, sig2noise = process.extended_search_area_piv( frame_a.astype(np.int32), frame_b.astype(np.int32), \\\n"
]
}
],
"source": [
"# Processing and validation/basic outlier replacement\n",
"u0, v0, sig2noise = process.extended_search_area_piv( frame_a.astype(np.int32), frame_b.astype(np.int32), \\\n",
" window_size=winsize, overlap=overlap, dt=dt, search_area_size=searchsize, sig2noise_method='peak2peak' )\n",
"\n",
"x, y = process.get_coordinates( image_size=frame_a.shape, window_size=winsize, overlap=overlap )\n",
"\n",
"u1, v1, mask = validation.sig2noise_val( u0, v0, sig2noise, threshold = 1.3 )\n",
"\n",
"u2, v2 = filters.replace_outliers( u1, v1, method='localmean', max_iter=5, kernel_size=2)\n",
"\n",
"x, y, u3, v3 = scaling.uniform(x, y, u2, v2, scaling_factor = 1 )"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.quiver.Quiver at 0x2237b103af0>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Making sure everything is looking alright\n",
"fig,ax = plt.subplots(figsize=(6,6))\n",
"ax.quiver(x,y,u3,v3,scale=250,color='black')"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.quiver.Quiver at 0x2236405c070>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Outlier detection, there is 8 visible outliers in this case\n",
"fig,ax = plt.subplots(figsize=(6,6))\n",
"ax.quiver(u3,v3,x,y, scale=50000,color='black')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# create a folder for custom save directory\n",
"save_path=os.path.join(settings.save_path,settings.save_folder_suffix)\n",
"if not os.path.exists(save_path):\n",
" os.makedirs(save_path)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# save to custom save directory\n",
"tools.save(x, y, u3, v3, mask ,os.path.join(save_path,'VortexA.vec'),delimiter='\\t')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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