{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from openpiv import windef\n", "from openpiv import tools, scaling, validation, filters, preprocess, pyprocess as process\n", "import numpy as np\n", "import os\n", "from time import time\n", "import warnings\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "'A more detailed scipt can be seen in the window_deformation notebook.'\n", "settings = windef.PIVSettings()\n", "\n", "'Data related settings'\n", "# Folder with the images to process\n", "settings.filepath_images = '../test15/'\n", "# Folder for the outputs\n", "settings.save_path = '../test15/'\n", "# Root name of the output Folder for Result Files\n", "settings.save_folder_suffix = 'Test_15'\n", "# Format and Image Sequence\n", "settings.frame_pattern_a = '../test15/synt00_a.pgm'\n", "settings.frame_pattern_b = '../test15/synt00_b.pgm'\n", "\n", "'Processing Parameters'\n", "settings.deformation_method = 'second image'\n", "settings.correlation_method='circular' # 'circular' or 'linear'\n", "settings.normalized_correlation=False\n", "settings.num_iterations = 3 # select the number of PIV passes\n", "# rectangular windows are arrange as [y,x], scalars are assumed to be square windows\n", "settings.windowsizes = ([16,96], [16,64], 32)\n", "settings.overlap = ([8,72], [8,32], 16)\n", "settings.subpixel_method = 'gaussian'\n", "settings.use_vectorized = True\n", "settings.interpolation_order = 3\n", "\n", "'Validation Parameters'\n", "settings.validation_first_pass = True\n", "settings.median_threshold = 5 # threshold of the median validation\n", "settings.median_size=1 #defines the size of the local median\n", "settings.sig2noise_method = 'peak2peak'\n", "settings.sig2noise_mask = 2\n", "settings.sig2noise_threshold = 1\n", "\n", "'Outlier replacement or Smoothing options'\n", "settings.replace_vectors = True # Enable the replacment. Chosse: True or False\n", "settings.smoothn=True #Enables smoothing of the displacemenet field\n", "settings.smoothn_p=0.5 # This is a smoothing parameter\n", "settings.filter_method = 'localmean'\n", "settings.max_filter_iteration = 4\n", "settings.filter_kernel_size = 2 # kernel size for the localmean method\n", "\n", "'Output options'\n", "settings.show_plot = True\n", "settings.save_plot = False\n", "settings.scale_plot = 500 # select a value to scale the quiver plot of the vectorfield\n", "settings.show_all_plots = False\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "../test15\n", "../test15/synt00_a.pgm\n", "True\n", "[PosixPath('../test15/../test15/synt00_a.pgm')]\n", "Found 0 bad peak(s)\n", "Found 0 bad peak(s)\n", "Found 1 bad peak(s)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Image Pair 1\n", "synt00_a synt00_b\n" ] } ], "source": [ "windef.piv(settings)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# %debug" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean peak-to-peak ratio: 2.9125549968890256\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# we can run it from any folder\n", "path = settings.filepath_images\n", "\n", "frame_a = tools.imread( os.path.join(path,settings.frame_pattern_a)).astype(np.int32)\n", "frame_b = tools.imread( os.path.join(path,settings.frame_pattern_b)).astype(np.int32)\n", "\n", "\n", "window_size = [16,96]\n", "overlap = [8,72] # [50%, 75%] overlap\n", "\n", "u, v, sig2noise = process.extended_search_area_piv( frame_a, frame_b, \\\n", " window_size=window_size, overlap=overlap, dt=1, search_area_size=window_size, sig2noise_method='peak2peak' )\n", "print(f'Mean peak-to-peak ratio: {np.nanmean(sig2noise)}')\n", "\n", "x, y = process.get_rect_coordinates(frame_a.shape, \n", " window_size, \n", " overlap)\n", "\n", "#u, v, mask = validation.sig2noise_val( u, v, sig2noise, threshold = 1.3 )\n", "#u, v = filters.replace_outliers( u, v, method='localmean', max_iter=10, kernel_size=2)\n", "#x, y, u, v = scaling.uniform(x, y, u, v, scaling_factor = 1)\n", "x, y, u, v = tools.transform_coordinates(x, y, u, v)\n", "\n", "#tools.save(x, y, u, v, mask, 'test1.vec' )\n", "#tools.display_vector_field('test1.vec', scale=75, width=0.0035);\n", "plt.figure(figsize = (8,8))\n", "plt.quiver(x,y,u,v)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.8.12 ('echopiv')", "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": "3.8.12" }, "vscode": { "interpreter": { "hash": "f83b0c3a4910470a1212112b1707d582432916ed4ba8aec962241a050aa18fae" } } }, "nbformat": 4, "nbformat_minor": 4 }