{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# %load tutorial-part2.py\n", "import sys\n", "sys.path.append('/Users/alex/Documents/OpenPIV/alexlib/openpiv-python')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/anaconda/lib/python2.7/site-packages/matplotlib/font_manager.py:273: UserWarning: Matplotlib is building the font cache using fc-list. This may take a moment.\n", " warnings.warn('Matplotlib is building the font cache using fc-list. This may take a moment.')\n" ] } ], "source": [ "import openpiv.tools\n", "import openpiv.process\n", "import openpiv.scaling\n", "import numpy as np\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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UKkUgEGBsbAy42NqMRqPMzc2JHiiXy0m/v7y8nPPnz6PRaNiwYQPf+ta3+O1v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\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EeBmGEfgXHvN/LWYBEcBhwzCGDcMYBi4GvmMYxhDObN9a178vGoHSD32vFEgc/3/rmv37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\nAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "frame_a = openpiv.tools.imread( 'exp1_001_a.bmp' )\n", "frame_b = openpiv.tools.imread( 'exp1_001_b.bmp' )\n", "import pylab\n", "pylab.imshow(np.c_[frame_a,np.ones((frame_a.shape[0],20)),frame_b],cmap=pylab.cm.gray)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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VnCwkGk2Zgr/hPDzU9U/ms4bU1CDl1SakpZXFsrLsmhJaxUwLgoUhGsXmkYfj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\nJcs5bJgbG8EFTazTB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7kEeO01Kv+iRd46NTXAT35Cuw4rVtDOiJc89BBxRjIyiO5jkiuu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D7rOzefK35MRVlB6N5FR5mlLK2RwSqzUijDmNi+0wpGnT7MSn4cN53FmyD/r04frZxsmwYd6y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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "u, v, sig2noise = openpiv.process.extended_search_area_piv( frame_a.astype(np.int32), frame_b.astype(np.int32), window_size=24, overlap=12, dt=0.02, search_area_size=64, sig2noise_method='peak2peak' )\n", "x, y = openpiv.process.get_coordinates( image_size=frame_a.shape, window_size=24, overlap=12 )\n", "u, v, mask = openpiv.validation.sig2noise_val( u, v, sig2noise, threshold = 2.5 )\n", "u, v = openpiv.filters.replace_outliers( u, v, method='localmean', max_iter=10, kernel_size=2)\n", "x, y, u, v = openpiv.scaling.uniform(x, y, u, v, scaling_factor = 96.52 )\n", "openpiv.tools.save(x, y, u, v, mask, 'exp1_001_extended.txt' )\n", "openpiv.tools.display_vector_field('exp1_001_extended.txt', scale=100, width=0.0025)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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/o75XsG/DQSgvZx+Tnm4WSFBaKYKIwrbyo3EUFqF1smEs+vf3tSlM74TU2BpF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\noTQ3obiYX8BPpaX8raNROfpm/Hh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YASAKYP+duS4ATDiuLQb7GsMqAQD8HcCpANYCcDhu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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 1.18 s, sys: 18.3 ms, total: 1.2 s\n", "Wall time: 1.21 s\n" ] } ], "source": [ "%%time\n", "u, v= openpiv.pyprocess.piv( frame_a, frame_b, corr_method='fft', window_size=24, overlap=12, dt=0.02, sig2noise_method='peak2peak' )\n", "x, y = openpiv.pyprocess.get_coordinates( image_size=frame_a.shape, window_size=24, overlap=12 )\n", "u, v, mask = openpiv.validation.sig2noise_val( u, v, sig2noise, threshold = 2.5 )\n", "u, v = openpiv.filters.replace_outliers( u, v, method='localmean', max_iter=10, kernel_size=2.5)\n", "x, y, u, v = openpiv.scaling.uniform(x, y, u, v, scaling_factor = 96.52 )\n", "openpiv.tools.save(x, y, u, v, mask, 'exp1_001_fft.txt' )\n", "openpiv.tools.display_vector_field('exp1_001_fft.txt', scale=100, width=0.0025)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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/o75XsG/DQSgvZx+Tnm4WSFBaKYKIwrbyo3EUFqF1smEs+vf3tSlM74TU2BpF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\noTQ3obiYX8BPpaX8raNROfpm/Hh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YASAKYP+duS4ATDiuLQb7GsMqAQD8HcCpANYCcDhu\nHihQoECBAgVqVQRAT/BY2ia1ySkgomal1CcAJgB4CQCUUqr1v+82/G//ArA/+Hty67+bnlMJoE3e\nTaBAgQIFChRorxZ+n//p+0Qf3AHgXKXUXKVUHwAPAEgGHzaEUuoWpdS+x74fAFColLpVKdVbKXUh\ngBNb0wkUKFCgQIECHSJq6/YBiOjpVibBL8DbAEsATCEiHdeVAyB/H/u1SqljANwJ4BIAGwCcTURv\n/KeZDxQoUKBAgQIdOLXpoGGgQIECBQoU6P9ftd+7DwIFChQoUKBAB1SBUxAoUKBAgQIFAnAIOgVt\nvWzpcJdSarRS6iWl1EalVEwpddzBztOhLqXUtUqpRUqpGqXUVqXUC0qpkoOdr0NdSqnzlVKfKaWq\nW38WKqWmHux8tScppX7c2k6Dg9aClFLXtZbTvj8GBnogLaVUV6XU40qpHUqp+tb2arlH/rs6pJyC\ntl62FAgAkAI+7HkhGGsZyK7RAO4BMBLARDC++3WllMOdy4e11gO4BowhHwrgnwBeVEr1Pai5aidq\nneCcB+7XAtn1Bfgwe07rz6iDm51DW0qpDAALADQCmAKgL4ArADjcgrdPOofSQUOl1AcAPiSiS1v/\nW4E7oruJ6NcHNXPtQEqpGICZRPTSwc5Le1Kr07kNTOV8/2Dnpz1JKVUJ4Eoievhg5+VQllIqFcAn\n4Avi/hfAp0R0+cHN1aErpdR1AGYQUZtmuYezlFK/AtOGx/4n6RwyKwVKqQTw7ONN/W/EHssbAP4N\nnxwo0AFUBniVZefBzkh7kVIqpJT6AZhRYgSRBdqrewH8lYj+ebAz0o7Uq3VbdJVS6k9KqXz7/3JY\nazqAj5VST7duiy5WSp3T1kQOGacA8mVLOf/97AQ6HNS6GnUXgPeJKNiztEgp1U8pVQteorwPwCzi\nK9QDGdTqPA0CcO3Bzks70gfg23SnADgfQAGAd5VSKQczU4e4CsErUcvB1OD7AdytlDq9LYm0GV4U\nKND/Z7oPwBEAjjzYGWknWgZgIIAOYDLpY0qpMYFj4C+lVDew0zmRiJoPdn7ai4hoX2b/F0qpRQC+\nBTAbQLBV5a8QgEVE9L+t//2ZUqof2Kl6vC2JHCr6PpctBQr0vaWU+h2AaQDGEZHhrtdA+4qIWoho\nNRF9SkQ/BR+au/Rg5+sQ1lAAWQAWK6WalVLNAMYCuFQp1dS6UhXIIiKqBvANgOKDnZdDWJsBfL3f\nv30NoHtbEjlknIJWL1pftgTgO5ctfa+LHQIFMqnVIZgB4CgiWnew89OOFQKQeLAzcQjrDQD9wdsH\nA1t/PgbwJwAD6VA66X0Iq/WgZjF44AvkrwUAeu/3b73BKyzOOtS2D+4A8EjrTYyLAFyGfS5bCvTv\nat1jKwagZxyFSqmBAHYS0fqDl7NDV0qp+wCcDOA4AHVKKb06VU1EwVXdBimlbgbwGoB1ANLA15uP\nBe9fBvIREdUB+M5ZFaVUHYBKItp/VheoVUqp2wD8FTyg5QG4AUAzgPkHM1+HuO4EsEApdS2Ap8Eh\n1+cAOLctiRxSToHDZUuB/l3DALwFPj1PYM4DADwK4KyDlalDXOeDy+rt/f59HoDH/uu5aT/KBter\nXADVAD4HMDk4Ud9mBasDdnUD8CSATgC2A3gfQBkRVR7UXB3CIqKPlVKzAPwKHPa6BsClRPTntqRz\nSHEKAgUKFChQoEAHT4fMmYJAgQIFChQo0MFV4BQEChQoUKBAgQAETkGgQIECBQoUqFWBUxAoUKBA\ngQIFAhA4BYECBQoUKFCgVgVOQaBAgQIFChQIQOAUBAoUKFCgQIFaFTgFgQIFChQoUCAAgVMQKFCg\nQIECBWpV4BQEChQoUKBAgQAETkGgQIECBQoUqFX/D1PKOOjJVhLgAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%time\n", "u, v= openpiv.pyprocess.piv( frame_a, frame_b, corr_method='direct', window_size=24, overlap=12, dt=0.02, sig2noise_method='peak2peak' )\n", "x, y = openpiv.pyprocess.get_coordinates( image_size=frame_a.shape, window_size=24, overlap=12 )\n", "u, v, mask = openpiv.validation.sig2noise_val( u, v, sig2noise, threshold = 2.5 )\n", "u, v = openpiv.filters.replace_outliers( u, v, method='localmean', max_iter=10, kernel_size=2.5)\n", "x, y, u, v = openpiv.scaling.uniform(x, y, u, v, scaling_factor = 96.52 )\n", "openpiv.tools.save(x, y, u, v, mask, 'exp1_001_direct.txt' )\n", "openpiv.tools.display_vector_field('exp1_001_direct.txt', scale=100, width=0.0025)" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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7DK5I+fqVNa+t+p3Ou4AFWEuwxODXgeeGz22hA5Jxu7Hhmsrc/npDSXffffeZ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\n00ZOw6CXAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = pylab.subplots(1,2,sharey = True,sharex=True)\n", "ax[0].scatter(a[:,2]-b[:,2],a[:,3]-b[:,3])\n", "ax[1].scatter(b[:,2]-c[:,2],b[:,3]-c[:,3])\n", "ax[1].set_aspect(1)\n", "ax[1].set_xticks([-.2,.2])\n", "ax[1].set_yticks([-.2,.2])\n", "ax[0].set_xlabel('pixel/dt')\n", "ax[1].set_xlabel('pixel/dt')\n", "ax[0].set_ylabel('differences');\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.12" } }, "nbformat": 4, "nbformat_minor": 1 }