{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# OpenPIV tutorial 1\n", "\n", "\n", "In this tutorial we read the pair of images using `imread`, compare them visually \n", "and process using OpenPIV. Here the import is using directly the basic functions and methods" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from openpiv import tools, process, validation, filters, scaling \n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "plt.rcParams[\"figure.figsize\"] = (11,8)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "frame_a = tools.imread( '../test1/exp1_001_a.bmp' )\n", "frame_b = tools.imread( '../test1/exp1_001_b.bmp' )" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "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)\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "((369, 511), dtype('uint8'))" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frame_a.shape, frame_a.dtype" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "ename": "ValueError", "evalue": "Buffer dtype mismatch, expected 'DTYPEi_t' but got 'unsigned char'", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 7\u001b[0m u0, v0, sig2noise = process.extended_search_area_piv( frame_a, frame_b, \\\n\u001b[0;32m 8\u001b[0m \u001b[0mwindow_size\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mwinsize\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0moverlap\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0moverlap\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdt\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdt\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 9\u001b[1;33m search_area_size=searchsize, sig2noise_method='peak2peak' )\n\u001b[0m", "\u001b[1;32m~\\Anaconda3\\envs\\openpiv\\lib\\site-packages\\openpiv\\process.pyx\u001b[0m in \u001b[0;36mopenpiv.process.extended_search_area_piv\u001b[1;34m()\u001b[0m\n", "\u001b[1;31mValueError\u001b[0m: Buffer dtype mismatch, expected 'DTYPEi_t' but got 'unsigned char'" ] } ], "source": [ "winsize = 24 # pixels\n", "searchsize = 64 # pixels, search in image B\n", "overlap = 12 # pixels\n", "dt = 1.0 # sec\n", "\n", "\n", "u0, v0, sig2noise = process.extended_search_area_piv( frame_a, frame_b, \\\n", " window_size=winsize, overlap=overlap, dt=dt, \\\n", " search_area_size=searchsize, sig2noise_method='peak2peak' )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "x, y = process.get_coordinates( image_size=frame_a.shape, window_size=winsize, overlap=overlap )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "u1, v1, mask = validation.sig2noise_val( u0, v0, sig2noise, threshold = 1.3 )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "u2, v2 = filters.replace_outliers( u1, v1, method='localmean', max_iter=10, kernel_size=2)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "x, y, u3, v3 = scaling.uniform(x, y, u2, v2, scaling_factor = 1 )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "tools.save(x, y, u3, v3, mask, 'exp1_001.txt' )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "tools.display_vector_field('exp1_001.txt', scale=300, width=0.0025)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "y" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:openpiv] *", "language": "python", "name": "conda-env-openpiv-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }