{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/Library/Enthought/Canopy_32bit/User/lib/python2.7/site-packages/skimage/filter/__init__.py:6: skimage_deprecation: The `skimage.filter` module has been renamed to `skimage.filters`. This placeholder module will be removed in v0.13.\n", " warn(skimage_deprecation('The `skimage.filter` module has been renamed '\n" ] } ], "source": [ "# import sys\n", "# sys.path.append('/Users/alex/Documents/OpenPIV/openpiv-python')\n", "\n", "\n", "import openpiv.tools\n", "import openpiv.process\n", "import openpiv.scaling\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "frame_a = openpiv.tools.imread( '/Users/alex/Downloads/Movie1_Scene1_Import VIDEO_079.png' )\n", "frame_b = openpiv.tools.imread( '/Users/alex/Downloads/Movie1_Scene1_Import VIDEO_080.png' )" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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7breb1tZWLr74YqHJ1Lvzer2YzWZuvvlmqUJUxXbJJZcIdX3CCScITTc4OCh0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\n6aSTqKqqAuAnP/kJXV1d4ga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6THu8//77yefzojJSvQyFFM877zzGjx8v/QOz2cwvf/lL\nbDYbJ5xwgsxaKhQKtLa2ous6oVCIUaNGSSn+0ksvMWLECKZMmYLZbGbx4sX4/X4eeughPvnkE3FZ\n79mzR665LBaPXK7T3Nwsyaezs5PVq1eLkU75HNRhbbFYSCaTdHV1CWKtr68XBPXII48IL64Oi2g0\nynvvvccPfvADfD4fS5YsAZCGdjAYPIYL7u/v57TTTmPChAn4/X4uuOACJk6cyLRp05gxY4a4Y1WP\n4KsOxU2ru3tDoZCMMFDKknw+T2lpqVxsUl1dzeLFi3n99ddZunQpN9xwAy+++KLcwHbuuedSLBYZ\nGBjg+eefF1R4xRVXsHnzZhlRAkccyyaTiZ/97Ge88soruFwumpub0fUjc510/cg90y6Xi927d8sk\nXYfDwWWXXUYsFuOyyy5jy5YtYk6rqqpi1apVbNy4kf3794txLRwOo+s6t99+O7fccguVlZV89NFH\nIkdVl8ckEgmmTJkiY8yPbnh6PB66uroIBAIsWrRImspwREP/2muvCY164MABoSudTqfM/qqsrBTl\nmVIrvfzyy6IsCofDYuw6mpZRDdjKykrpTalK3mw2c/jwYUKhkNCUNpuNtrY2nE4nDzzwAHAEfAQC\nAaGoPvzwQ6688kpMJhOzZ8/m5Zdf5k9/+hPZbJZx48bJ3QiGYdDa2srMmTPF0HrOOeewePFirrzy\nSr7zne+IjF6dMV80vnaVgKJpjh6WpG4o0rQjI6YHBgaYM2cOmzZtEn280hKrQ33ixIls376dRx99\nlNtvv50RI0aQz+c5ePAgNpuN0tJSenp6OOmkk+RCc6/Xy+9+9zsuueQSkX0drVgZO3YsHR0dcjG6\n4tuVNn3s2LE4nU527dpFLpeTu4bVjVsbN24UugsQXi8Wi+Fyufj444+ZNGkSl19+OS+++OIx5hpl\ngd+zZw89PT2M+PeLxBUaUShKVRlTp06VmeU9PT24XC58Ph/xeFwagxMnTuTWW2/l17/+NZ988glW\nq5VoNMrJJ5/Mhx9+KFWFkloe3UhWC3TOnDmsW7eOtrY2aRxOmTKF7du3y4A6lagzmQxOp1O47hde\neIHjjz9e5J0Oh0Oqp3w+z0033cTDDz+M2+2mvLyczs5O8VqoBHrNNdewatUqGcegaRqnn346H3/8\nsdAiZrNZZrN8VZVAY2Oj3Kym1qkSNahxDQpdqrk1gIwbV++grKyM3t5eGhsb2bBhA4sXL+a2225j\n6tSpOBwO6uvr2b59u8zSam5uFq9Le3s706ZNY/fu3VLVxeNxZsyYwa5du8RAaTYfuVDIZDIxfvx4\nwuGw3GKn0LASbajPnc1mpeo655xzhD5VqhZFuahKRt0HEAwG5T4Mm83GxRdfzJ///GcmTpxIU1OT\n9JVisZhU7x6Ph0gkwlVXXcXzzz/PDTfcwCuvvCLPsaenB5PJxLhx4zh8+LAY9NS6jcfjzJo1i1gs\nRj6fl/VWV1fH4cOHZbaWy+Wis7OTlpYWOextNpt4bVS/RiUJJd1UYyA+//xzkXT7fD56e3ulQn7o\noYe44YYbJMkoOmnEiBEUi0cm4I4ePVp+lhoVMnXqVA4cOEBfX59IWtevX/+F1vbXLglMnjxZULe6\nH/XQoUPY7XaCwSB1dXUcOnSIUaNGsW3bNurr69mxY4dokJU1XOmPVbmpvq4O4aNnzSg5pdLlKmpI\nLTyF0Ovq6mSqoqpO1GUXY8eOpbm5WXhLs9nMT37yEx566CEAxo8fLweoKjdVCVxaWkpbWxtjxoxh\n3rx5vPLKK9hsNuG7Fd2hdPglJSW0tbXJEKuGhgY2b94s0tCqqipCoZDcCKYoE3Vwm0wmQqGQIDB1\nEE2bNo2tW7eKOQ2ONKeWLFnC6tWrZQqk3W5H13VuuukmnnvuOUwmE93d3cTjcR5//HHuv/9+DMNg\n165dxxjblNJDqSxmz57NwMCAUDVWq1XUUk6nk56eHpkFo/hcNUU2FovxwQcfcMYZZzBu3Dh27NjB\ncccdx8GDB4nFYsdcllNTU8OKFSuAry4JKHCj6zo1NTXY7XZCoZCM7vjmN7/Jzp07qa+vZ/Xq1XLR\nipJfKnm0kk+///77FAoF6fuosQbqeStqSN2PsXv3btHEV1RUiKorl8sRCASYO3cuK1euxOFwoOu6\n6Prr6urYvXu3VLtKsaZcryNHjmRwcJA77riDO++8k0KhgNvtlpEtiqL0eDwcf/zx/PWvf8VqteJ2\nu2VelqoE1TiFRCIhCVIpkNS7N5lMLF68mHXr1rF37145ZBVToIQKyoEcDoepqamhu7tbvC/KuKeo\nT+WwNplM+P1+SkpKxHmczWbp7Oykv7+fUaNGMX/+fKZMmcJFF10kNFo+f+S+8kwmQ1dXF7NmzeL7\n3/8+t9xyi+zbYvHILW0ffPABe/fuFdVaMBiUS5M0TWP69On09PTwm9/8hgsuuIC77rqLBx98kEgk\nQrzx/lcAACAASURBVGVlJYlEQoCBUmwpVdj/GDpI8WImk4menh4GBgb4/ve/j2EYzJw5k507d9LV\n1SWjIJRMVJWu2WyWH/7wh9TU1MimA7jhhhuk16Dmf6iS1263M3HiREpKSti+fTuZTEYuh1G3DJlM\nJjo6OgTNKW5a6YFV38Lv9zNr1iw5aOfMmcPMmTPZv38/n3/+Oe3t7WJznzdvnui6S0tLCYVC/OUv\nfxF5oJqlo8bhKiVGS0sLJ5xwgozUveOOO+TmMTVYS3Gazz77rMxoyeVy3HXXXaTTacaOHStoNJ/P\nM3/+fLZu3SrOTdWsdrvd3Hnnnbz//vuk02lRDM2ZM4dnn32WYrHI8ccfL45pq9XKvn37xLyjkOWL\nL75IPB4nm83i8/no6elh9erVbNiwQcr8bDYrHhB1SCkJpeqJeDwekc2dccYZ3HTTTWzevJlCoSCI\nTSnJ1JTGtra2r2YxHxXqANM0jVAoRDAYlKFvgUCAN954g+bmZtavX4/dbmf9/8fem4dFXa/946/P\nbDDMMMywDDDAsAvKjmDgvlGZVmaR1nFJLbMs9bR3MrO0U5pWJz1lR02PZVpp7rvmliYqpLgAgrLK\nDsOsDMz2+wPv++DzO8/3Oud0vqee5/p+rqurAmWZeS/3fb+206eh0+numGkPGDAAgYGBOHbsGOLi\n4uBwOPDiiy9ycUMd6b59+9jUTCqVwmAw4PDhw2yPTow2CjQxGo04ePAgC5SI2y6RSDjInqp+hUKB\n4cOHIzMzk9llBoMBb775Jlf9VKzI5XLGtex2O3788UeuqGlk1NDQAEEQ8Pzzz7NIzeVyoaWlBSKR\nCHq9ngs3GsXu2bMH1dXVyM/PhyD0mOjRhUbkA5lMhvb2dkilUjaNIzKCTCbD4MGDGZeprq5GXV0d\nHn74YYhEIrzyyivsT0RZBFQgrlq1CkuWLGEdBRE7LBYL2tvb4efnhwsXLuDVV19l/yuLxQK1Wo01\na9bgwoULLPr0eDysdO7tlXbr1i088sgjeOWVVzgrmToIGm0GBwfzOfRLn3/pKwiCECEIwjFBEK4K\ngnBFEIS5tz/uLwjCYUEQrguCcEgQBHWvv/O6IAjlgiCUCoJw93/3tefPn8/tJnl6b9iwAU6nEz/8\n8AMvouvXryMxMRHR0dEAemTWNL746KOPUFlZieDgYFbtffLJJ4ywE4e+srISly9fhslkQklJCaKj\no9G/f39W03Z3dyMtLY03r0gkgk6nY52BRCJhQDc8PJxl+J999hnkcjk2btwIkUjEhlnkSDp58mQU\nFRWhqKiIu434+Hg2bevo6OC5aWBgIBvWmc1mFrEUFBQw1jBx4kTIZDIWvQ0aNIi58jNnzmRLaJFI\nhLlz56Kzs5MjOz0eD/R6PX744Qeu9khDQQubRDFOpxORkZGIiYnBkSNHeIZ8+vRptLW1weVy4ckn\nn2ShElHc7HY7ZsyYwYZXxI32eDy46667IAg9eQZUMRHbhC5s8rbJzc2FVquFyWTi6vfzzz/Hhg0b\nIBb3ZBnQCIpmzgDYtfLXXNtTpkxhCxPKAli/fj3jA9TFmUwmpKam8gEUGBiIwMBAXLp0CQcPHrzD\n3yYwMBCrVq2CWq3mCy89PR333HMP8vPzeWY9YcIE3H///XfYaZCwjC4nCqWnkRStQdqD+fn5OHbs\nGJqbm7Fr1y7ExMSgvr4e1dXViI2NhY+PD5KTk/Hqq68iNzeXWTgOhwM5OTmwWCzo7OyEn58fg7m0\nhwICArBx40YolUpWnHd3d8NmsyE7OxsSiQT33nsvHA4HRo4ciebmZnh5eeHSpUtc4NjtdrY7cTgc\n6OjoQH5+PndLoaGhcLlc3CUeOXIEw4cPR2VlJfr37w9vb2+sXbsWHR0dOH36NKqqqlBaWorGxkY0\nNTUhKCgIpaWlsFgsKC4uhq+vL7RaLVPT6ZKlDkgs7kmLq6+vR1RUFFpaWthribAxsVgMrVaLgIAA\nLF++HLGxsTh79iyCg4MRHh6OFStW8D7yeDxcmJKfmcvlYiX4L3n+1WvEAeD3Ho8nCUAOgDmCIPQF\n8BqAwx6Ppw+Ao7f/H4Ig9AMwEUA/APcC+FQQhL/7vekAJWCTRhn0whJY+eSTT+Lnn3/mDRQUFASF\nQoHq6mrcddddAHqokFu2bIFcLuf5N9ESqRJZt24dA1rEROgNWFHrSyKo3iwXqVSK5cuXo7u7G1VV\nVdza5ubmIjU1FTKZDAUFBXA6nRzoQrGMycnJ7MszdOhQXLhwASEhIZx53DtE5saNGxzSotFoWJ0p\nlUrx+uuvIyQkBE6nk03f6HCPiopCV1cXTpw4gaioKMjlcp7NG41GSKU9MYckELPZbNi8eTMAsGbA\nx8cH/fv3Z5FMTU0NCgsLYTQa8dJLL8FkMqFfv35wuXqiPXfu3MmvWWpqKoC/hePQqIyogQ6HA9ev\nX8eCBQtQUlLCfkFkF26z2Tj83GAwoKioCBUVFQgJCWHfHIPBwKpu4G8MKa1WC5VKhYkTJ6KqqupX\nX9s7d+5EbGwsExQaGhoAgIPiCcgeMWIETp48CUEQ+MAaO3YsMjMzkZKSwtXf4cOHIZFIMGDAAIwb\nN47dUgsLC3lWTJGde/fu5W5h+PDhiIqKQkpKCgwGA+MrdDjRyGjUqFGMN7lcLmzZsgWjRo3iQubY\nsWOc7200GiGXy3H+/Hm89957OHnyJMRiMR577DE0Nzfj5ZdfxsKFC2G325Gbm4uGhgY0NDQwqaB/\n//4M/HZ0dECpVKJ///7IzMzEnj17IJVKcenSJZjNZuzfv5/ZcuXl5XzZSaXSO8gMZEgIgMOMSNVL\nZ8nBgwcBAIWFhRg2bBjbTHz44YccYEQgbEtLC+856pBNJhNmz57NFx1pIDweD9ra2rBixQosWbIE\njY2NEIlETHIRiUSQy+UICwtDW1sbWlpaMGfOHJSUlMDPzw8qlQoejwezZ8/GAw88AACsnO7u7kZY\nWBgiIiJwzz33/Fvoz/8WTEAQhB0AVt3+Z5jH42kSBCEEwHGPx5MoCMLrANwej2fp7T9/AMAij8dz\n9r98HU9ycjL/YnK5HG+88QbeeustnnP2VoHSOIa0BCqVCi0tLVAoFHzoSqVSpKamwtfXFz/99BMD\nLN7e3sy3puCX3n4d/fr1Q0VFBfPgCei9++67ceHCBTQ1NbHYpaurCytXrsScOXMgFouxdetWjBw5\nEn369OGAcxKn0e1vMpng5+eHxYsX48knn0RAQAD0ej2uXbvGYyAyDqPLx+VyYdGiRWhtbcWf//xn\nPPnkk1i1ahXPRXt/DzoMyXOfRink4U40PUpXqqysZMMtg8GAsLAwGI1GPtDNZjNfcqRcpFANeghk\noy6KmE5Dhw7FgQMHIAgCNBoNxo4dy/nENGozGo1QKpU8G3W73UhISEBJSQlXe4IgYMaMGVi2bBki\nIiJ4c3l5ecHX1xcGgwEqlYqpdU8//TTWr18PmUzGEZT/7Nz037G2CRMgGqZGo8H777+PmTNn8mtI\noy+RSMSulIIg4J577kFxcTGMRiNiYmLw888/80FDGdovvPACrFYrz9l9fX3vwIOIoEDunu3t7VCp\nVPDx8WHr9PDwcNTV1fE6I5bOhg0bsGHDBhw6dAg6nQ5jx47F2bNn0d3djYqKCl4LtJZICEadTO9g\nJXpfyfWV1nhMTAyWLl2K+fPnY8SIEfjhhx9Yve/r64vx48djz549vB9I+EUZHeHh4XC5XGhoaOAL\nICsrCwUFBUhOTmZsym6385ojRTm91hqNBk1NTYzTkWBVq9UiISEBZ8+eZfyvtbWVvcOou0tOTsaF\nCxfw0UcfYe7cudDr9Whvb2fvLC8vL76ESM3s4+ODtrY2xMXFoa6uDpGRkbhx4wbEYjF34XThzJ49\nGxMmTADQI/x88sknMW7cOAD4l9c2r89fegkIghAF4ASAZAA1Ho9Hc/vjAoB2j8ejEQRhJYCzHo9n\n0+3PrQWw3+PxbPsvX8uTkJDAIBfRn1JSUnDt2jWummi26efnxzNEX19ftjegttbHxwchISHo7u5G\nY2Mjg6N0cPUGiN9//3289tpr/LPQHJZi5axWK8/KqUMIDw9HeXk5RCIRZs+ejY0bNzKvmthMBoOB\nNzhhFmTNS9/HYrHggQcewIEDB1hoQ9VKQkICO5BSJCb55xD3WST6W0QjzcwvX76MxMREVjCSiyOB\nfe3t7Qxs0+slk8mQmpqKS5cuAegJ+Glvb+dxmFKpREtLC/P7SXdBJlm02Ol1ra2txf33388K1KCg\nILZQfu+99/Dqq6/ypiB85saNG9BoNOjs7ERiYiIfTNSB0QVGzDFiXtCa8PHxYQZZXFwcbty4ga6u\nLlYZ/zMb5d+1tgVB8CQlJTEDimbuISEhqKysRHh4OIKCgpi1M3DgQBw5coTxMY/HwxcwaVoEQWCr\nExq70IEkl8v5PR88eDD27t3LvxOxVMhJMzs7m4PoaV4+dOhQ7Nixgw/o1tZW7N27F+PGjYNGo0FN\nTQ2DkjTiIVtlev8jIyPR0NCAxx9/HH/9619ZV0BrSaFQsCV2b0dgYsr0NkojZhrRS+VyOSvUSXtD\nHTxFZX7wwQdYtGgRFxhElyVtBZE3gB78gL5fdHQ0TCYTh/tMmTIF5eXluHbtGtLT01FSUsIml6Q9\nqq+vR0hICGQyGVpbW1lMSiFRNpuNyR9E/Y6IiMDgwYPR3t6O06dP81omN9zexnVKpRIdHR3s37V5\n82b2aRIEgd/fXwUYFgRBCWAbgHkej8fc+3Oentvl/3TD/N3Ptbe3IygoiNkmarX6Dr8MciqkVorm\nx0BPZxAaGsp5AUVFRXjsscfu8Myh8VJwcDC3XU6nkxktXl5ePB6iTUvtOin4bDYbwsPDce3aNQA9\nNL5PPvkEXl5eePvtt/H0009zF0L+PVRh0dckUziKZNy7dy88Hg/b01IVT1bRNEtua2tDZ2cnG3CR\nJJ/EdSTESk9PR1BQEP98ra2tePzxx7myJ4U1qbAFQcCgQYM40aq7uxvPPfcc20DT96Y0NKr06Hca\nNWoUPvvsMyiVSrS3t6OlpQWBgYE4cOAAU2wNBgPy8vLg5eWFZcuWITQ0lC+umpoaVFVVQaFQMJWU\nnBodDgcSExPh7+/PYiCRSIT4+HjI5XKYzWZmyQDg8Jrz58+jvLz8XwKG/91ru6WlhVXBxNDR6XR8\nEJaWlgIAhgwZwsAu2ZYT0E1V65o1a9C/f39UVVUxC4YqW7VajT59+sDhcKChoQHHjh3ji5Mys729\nvdnhlQ5WAohlMhn279/PjBwapREFs6KiAikpKUwHFgSBL2S6GOhyUigU+Prrr+Hl5YVNmzYBAHtZ\nAcD06dN5Xk8XCM3VRaKe4CSiaT/++OOM80yaNImtGSiSUyKRYPHixewC8OKLL3KkpkqlwiOPPILO\nzk5Wa9MoFwDv+aKiIlRXV0MkEmHlypWQSqWIi4tjJfzhw4dhMpn4Il+9ejWam5vRv39/pu96e3tj\n/PjxnKUcExMDqVTKnT857N64cQNbtmzB8ePH4evriwEDBqC7u5uZP3ROUNFIwPZf//pX2O12VFdX\no7S0lLMSfsnzL18CgiBI0bNJvvR4PDtuf5haZQiCEAqg+fbHbwGI6PXXw29/7P/3hIWFoaWlBXFx\ncQgNDWWnzIsXL8Jms3HOcFNTExISEpCVlYXBgwfD4XAgNjaWgWOZTIaUlBSsXr2ab1a9Xg+lUokh\nQ4agtraW0XZiCBEbiNgnFP1oNpthMBhw3333sShl5cqVDKwplUq2hF6wYAFWrVp1B/2UMARabBSc\nQhQ44Ta3XRAE6HQ6FrF0dnZyC0iKQhqHUYVIQF5nZydnDVMF1drayv7yV69eRU1NDebMmYOOjg7I\nZDIsWbKENxwA/PDDD3ewTN566y1ewASyzps3D0ajkcFxot3t27cPM2bMYAtgqu5UKhW8vb0ZOD91\n6hTPXk0mE2JiYrg66t+/PxwOB55//nk+/IEe351Lly6hvr6ehWKC0BN4brfbkZKSgqSkJAYVCVQm\neuQ/GzT/f2NtR0VFQSaTISoqilPqvL29UVxczO6wCoUCR44cgVarhUQiQUxMDARBwN13342IiAju\nxmbOnIkrV65wN0julaGhobBYLDAajdwJ+/n5MbuMRqHx8fHIysqC2WzG1q1boVarWem9Z88eHiUS\nfiYIAj777DPOIi4tLeVOg0DLoKAgNkWrq6uDTqdji4fu7m5MnjwZb775Jmw2GwwGAyQSCdatWwcA\nfCkKt+mWNBY7evQoY0hbtmzhUecHH3wAmUyG++67jwkV3d3d2L59O7q7uzF+/Hi+6Ly8vBASEoJN\nmzYx0P3ZZ59BKpXi1Vdf5dHLihUr0L9/f6jVang8HhZvLVu2DC6XC+PHj2djSqvVitWrV+Opp56C\n2+3GtWvX0NLSgvj4eIjFYmzfvh0tLS2w2Wy4ePEiJxRSIQmAL7HZs2ejtbUV165dg16vZ1YWER3I\nqptMLul3CAoKQmJiIiIjI/+ptf33nn+VHSQAWAfgmsfj+bjXp3YBmHb7v6cB2NHr45MEQZAJghAN\nIB7Aub/3tSkkwWg0cotWXV2N7OxsLF68mJN53G436uvrMXfuXFy6dAnDhg1DdXU1IiIiWIRCbZmP\njw8iIyM5cPvcuXOIiopihF2tVqOurg4DBw5k7jxVNXa7nRWHNTU1nPp13333sf+6n58fxo4dC6Dn\nsNbpdFCr1SzppxaXtAhGo5GpmXK5HDabDefOneMNQBL59evXY+vWrayCJN430VI1Gg1L3hMSEnDf\nfffh8uXL/H2ooyKV4pUrV7B582YebS1fvpxV2AC46pJIJJyWRuMkkUiEzMxMLF++nC+x5ORktpMI\nDw9HQEAAvL29mSdut9vR1NQEpVKJhoYGrvRqa2ths9lYC0FiNxLXHD16lLEYhUKBEydOcAWp1WoR\nExPDFD2gJyqwtLSULz4CRoODg/kg+y2sbepySA/R3NyMjIwM7Nq1CxaLBQMHDuRR28mTJ9HQ0IC3\n3noLhw4dgl6v5+o7KioKGo0GUqkUfn5+vFcMBgM72ZLFRk1NDSZNmgS1Wo2YmBh4PB7U1dXh8OHD\nCA0NZV5+bm4u5HI58vLyuNgKDw/neTMVMKGhoXcQJQIDA5GYmAiDwcC2DgT6KxQKtp8gdp+Xlxf0\nej2PL2lWb7PZWNX85ptvsvUz5QmPGDGCD9C0tDT4+vpi//79d3gCVVZWIicnB3v27MHJkyfR3d2N\n5ORkXhNAz4jz2WefZesRlUoFl8uF119/Hb6+vgDAKmO3240tW7awLQONsex2O55++mnGxchYj7AH\nci0FwFRr6nYIl6AO7vPPP2fiQ2trK4C/uSb4+flxsE1kZCSuX7/OZ0lUVNQd2SW/5PmXMAFBEAYD\nOAmgGH9rfV9Hz+L/FoAeQBWARz0eT8ftv/MHADMAONHTYh/8O1/Xk5SUhOTkZB6D9LaTDggIQEND\nA6t9yVu7d2uq0+mYyz5hwgQcP36c59o0liGbCPonKCgIRqORs1lfeukl+Pv74+WXX+Y5Jh3AxGJw\nu91ITk5GXV0d/Pz84Ovri2vXrrG6cdasWVi9ejUAsCoSAIOzUqkUeXl5HBNJni/U1sfHx6O0tBT9\n+vVjTODKlSsYO3Ys4xupqakoKytjDj0tHIp0FIvFyMrKQlFR0R2gMIWTd3R03BEGY7FYGMjrrTJu\naWlBWFgYOjs7mUlE8Xxbt24FAGa9jBkzBtu3b+cRgUajYSzCZrOxMyQpnLu6umCz2TBr1ixs3LiR\nZ7YkKqMxRkpKCkpLS3nsYLPZEBAQAF9fX7ZUjouLQ3BwMIqLi9n5lHje/+jc9P/G2hYEwZOamoq+\nffvC4XCgtbWVtSqNjY0sTKREL1rvBPSSKKu0tBQKhQIRERFwuVyoqamBRCLhP+e5bdVM7BPyzaf3\n9NNPP8VPP/2E1atXc64whe9QBw2ATQwDAwORl5eHbdu2obOzE/X19czWAv52qdFlRNoWvV6P0tJS\nyOVyZrl5eXnB398fdrsdDocDhw4dwsiRI+F2u/HVV19h8uTJvM+Cg4PR1NQErVbLgkmRSISZM2ei\noaEB27dv5+9ZX1+Pzs5OhIeHw2QyMS7i5eWF3NxcHDhwAHK5nP29KKMYABITEzFp0iRs3LgRVVVV\njD/QxThq1CjcvHkTgiBg/fr1WLt2Lb788kt+byhyVi6Xs0X0nDlz8Ne//pW7Gqr4m5ubmVxCo8yq\nqioYjUYEBwfzyDQlJQVXrlxhu263281dFhFGTCYTFAoFzGYzpFIp9u/f/w+t7f92zf/WFMOZmZkQ\nhB5nz1GjRiE+Ph51dXWIiopiJ0qJRIJFixZh06ZNbNVKBxiBjHK5HMXFxVCr1UhISGBBEQnRAODx\nxx/H5cuXMXz4cHz88cd8EFLFQXQwqqYBMAAWHBzM+AQJZuhyocrZ4/GgT58+KCkpYT72+PHjcf78\nedTW1iIiIgL19fVIS0vDlStX7hjl0Pvi5eWFAQMG4PTp0wxGicVi7NixA/feey+H2RCd0mw2IzQ0\nFK+++iqWLFmC+Ph4DrSgry0SifgQppkuCWkIhDSbzbDZbMjIyMDFixf5oBCLewJfEhMT4evri9ra\nWmYDDR06FNeuXUN1dTWrL+nSXLduHTZv3ow9e/ZwlrJSqURqaipOnDgBrVbLlzWNpPr27YvS0lJ8\n9dVXePzxx3kc5uPjw9kHJBCiqlKj0cBoNLKRGSVJnThxAsCvpxgeN24cXC4XduzYgezsbK7ogoOD\nYTQa2WRv0qRJPJMXi8V8OJCZ3Pvvv4+vvvoKfn5+eOONN7B06VLGy4ibv2rVKrzzzjsYPnw4du3a\nBbVajaamJrZioYyKyspKmM1mDBkyBCdPnuSqm0B2Kl6o4/X29oZWq2VTQKvVyu+Vl5cXM/mioqJQ\nXl6OBx54ADt37mRixO3Xgk0X8/LycPToUSZHtLW1YejQoSgrK2NmDTHjCPQdNWoUoqKisHz5cvj7\n+yM1NRVnz57lvanRaFhV27vzIqzA4XAgLi4Offr0wdGjR1nrUldXh+XLl2P+/Pl8cRKvn8Z1NpsN\nZWVlcDqdCAkJ4XVGbr8UJRkWFoa0tDSUlZXhxo0bOHnyJNPWSeBJI2havwQKe3t7IzIykgtFYjxp\ntVoewRLATb/zvn37ftHa/s0phnNyctDV1YUHH3yQ1XNOZ0/AeVdXF6dYvfPOO0xrpE1AtLaqqirm\n9XZ2diIsLIznbEFBQVAqlXjttdewfft2FBYWYseOHbz4iV4ZFhbGXuI0y8vOzsYXX3wBlUoFo9HI\nLIbs7GxIpVIMHz4cKpWKb+/u7m5eNDqdjiuAuro6KBQK1NbWYtmyZThz5gx3GhqNBhqNBgAQGxsL\nu92OU6dOISIiAlarFVqtFiKRCJMnT+axDFUM3d3dmDRpEtrb2/HCCy+gra0NP/30E7ORxGIxMxYo\nZIT49nTIBwYG8u82e/ZsaLVapvZJJD2RhefPn8fVq1dRUFDAYJa/vz9SUlLQ1dWFp59+GqdOnUJL\nSwtaW1thMpnw1ltvYePGjbDb7di7dy8CAgJYwyCXyzlNi9rpvLw8rp4mTZrEh5fT6cTLL7+M5uZm\nWCwWNs6jToS+zuDBg2EymTiw5dd+yNWSwtLJVrqjowNOZ0/Iilqt5ojP4OBgZp8Q4EsxqWS/QWCt\nIPQEGJGC+L333kNzczOqqqqYGUeHGWFfly9f5sLBaDTi6NGjjCXYbDa43W5kZ2fDy8sLL7zwAsLD\nw9nbifxsOjs7odPp4Ha7kZWVhQULFkCpVOLGjRuQyWTYt28fF15JSUmIjIyERqNhps7333+PH374\ngRk1er0eFy5c4ALozJkzsFqtiIiIgETSE9JeU1ODxYsXM1Z35swZREVFwWq1so6CMEDq9KlIAHrY\nePHx8di3bx+8vb1RV1fH2cXPPPMMdu/eDaVSCZlMhpEjR0KhUKC+vh6JiYlQKpWIiIhg9p7dbkd6\nejqCg4OxY8cOFqyWlpbi0KFDKCsrw5dffomHH36YX3uiuBI20hs71Gg0ePTRR2E2m1FVVQWTycRr\nm8gbHo8Ha9asgclkQkREBBenv+T59XfHf3mOHTvGyDj54gwZMoRnwOR6SE9jYyP27dvH6UVkB0vG\nU4mJidi7dy8DupQE9Je//AUikQgxMTFspysSiaDRaGCxWDB06FCIRCL29jCbzTh79ixeeOEF9hqR\nyWTIzc3FzZs34e3tjerqavY9qaurAwBeiMTGITDM398fAPDyyy8zkP3111+jvb0dI0aMgNvtRm1t\nLfuT0Dirq6sLffr0YTCMGEg089y5cyf69euHwMBADL+dl+zj48MpaMSOorknVdcEwtbW1sLf3x9u\ntxvffPMNDhw4cAcDq62tDVlZWVi6dCkHueh0OgQHB2Pv3r2Qy+X45ptv8MQTTyAvLw9OpxMWiwVl\nZWUICwuDTCbDQw89xHxs6t60Wi176bvdbuzevRtdXV2sHcjOzgbQs4mXLl2KsLAwBsvJb18QBKhU\nKnag7e0++2s/9fX13HlpNBocPXoUo0eP5oxmUo6TqrWiogI7duxAR0cHp2rl5ubi/PnzePTRR5GT\nk4Pr168DAK8vl8uFdevWwWg0QiwW4/z588ysI+yAxqHUtVqtVpSVlWHUqFE8GvL29kZycjKOHTsG\njUaD8+fPo6amBkajkQF7WpN1dXVwu90oLCxk6jJRRqnj1Ov1uHTpEvz9/XHr1i12xgV68BzqQChA\nxmAwQKvV4oknnkBWVhbrhubMmYPCwkLMmTOHK2EAuHLlCgShJ5h+/fr1UCqVPHoil06RqCfFjcD3\n9evXM2118ODBzDh77LHHYDabkZWVhQMHDsBsNiMlJYX9raKiovDHP/4RFouFbeh///vf82uckJCA\nzMxMJkf87ne/Q0dHBx5++GG+0KkTiIyMZLdTu90Oo9GIDRs2cEdgNBoRFhaGjz/+mK1GKDiJPk8D\nlgAAIABJREFU3E//Hc9v7hIgLjyBKNOnT2feenp6Ou6++24WmVCVd8899zBnXS6Xo62tjcOqyauH\nGA5DhgxhLr/FYkFzczPkcjni4uIgCAJ7kBPeQG2k290Trt7V1QVfX19MmzaNfeppLltdXQ1vb28E\nBwezCnPKlCl4++23YTQaER4ezlUJ+fD36dOHwbYJEybg4sWL+O677wD0AGAEBNfU1DAH+vLlyyyq\nIv4/AP5YaWkpDAYDTpw4wR7yFL3p5+fHama73Y7HH3+cFZV0OBAV1GAwIDc3F0BP2zl//nwW7i1a\ntIgPAGKekAI6MTERJpMJhw4d4kUfFhbGwCHQEwhOh1JGRgZaW1v59yJaaltbGxvPXbp0iTe+SCTC\njRs3MGTIEIjFYlRWVqKqqgoBAQGsjbh58yZT+ejA+TUfYtwkJyfzYXro0CGIRCIcPHgQKpUKmzZt\nYqGWIAjYsmULRCIRj2B++uknNDQ0YOfOnTh+/DgfbEVFRZxURl70pCDOy8uDWCxmy4H9+/cz55zc\neWlNEuecAElKxrp27RqLsuiiWrVqFUJCQqDVarlLoEAZEgn6+fnxvkxMTERhYSG8vLywcOFCRERE\ncA4AceNp3k26nLa2Nvzwww8wGo3o6upim4j169fzCLO3uC0sLAxjxoyBwWBg3yWdToe6ujqEhYXB\nbrezffd7770Hi8UCmUyGs2fPwmQywel0oqWlBXK5HCNGjEBwcDDjLGRs6XA48NFHH3E33dXVhVde\neYU7e6DnDNNqtZBKpbyHt27dig8++AButxv79++HSNSTIUKJYeQN5O/vj4aGBuh0OiQmJuLGjRs4\nePAggoKCmAFG+BZpln7p85u7BIh5YDQaERcXh23btrEtRGlpKfbu3Yu2tjakpaVx4hi9UcTp12g0\n3FKSD4rFYsHvf/97/rP19fUM4jocDlRVVSE5ORmRkZFwOBzYsmULcnNzYbVaER0dzZ0DqVHXrFkD\nu92O5ORkVFVVcaQkAJSVlbHwZffu3fj000/ZaiErKwshISEsfLt169Ydm3bChAn883/22Wew2+2Y\nNWsWALBegA5JQRDYh8flcmHo0KFwOp245557oNFooFarWVxGs1iHw8GiJLfbje+//571FsT2oWqV\nTPKAHubQn/70J7z11lv8cfpzKpUKGo2Gg24qKirQ3d0NnU4Hm82G9PR0blspWCU6OhpqtRoFBQUo\nKyuDUqmEr68v6yGomu0dvEMkgfz8fDidTuzatQt2ux0ff/wxNmzYAKvVym6Z1DqTcOrXfjo6OvD2\n22/j3Llz0Ol0mD59OlpbW6FWqzF27Fi0trbi/vvvZ5qlw+HAN998w2MQpVIJvV7Pox86zAwGA7Ky\nstC3b19YLBY0NDTgiSeegN1uR2dnJw4dOoTw8HDo9XqYzWY88MADDEgnJCTgzJkz8Pb2ZrLDiBEj\nYDKZoNFoYDKZMHPmTAatDQYDPB4P4uPjce7cOYjFYnz77bcM9hKjRqlUIi4uDh0dHejo6IDZbGaj\nOEEQsG3bNjQ2NuKtt97C8uXL4XA4uAAhZa3ZbEZAQACPcJ1OJ37++Wfo9XqEhYUxVkDrjDrnwMBA\nqFQq+Pn5ITo6GjNmzIBYLEZ5eTnS0tKQnZ2N7u5u1NTUYOrUqexR9tRTT0EQBN5bb7/9NlQqFUQi\nEQYNGsQXSVdXF5599llWLROLibyOgoKCcOnSJbS0tEAikaC8vJw/t2TJEuj1etx9993MxHM6ncyg\nosAaoKfjrqys5GwMmlJQLjO9Z/8M8+2/e35zlwB58qtUKowdOxZHjhzhQ4EcLt1uNwoKCtDR0YHM\nzEwoFApmjBD/3Gw2M+ru7e3Nt/OVK1cYsIyJiWGzqn79+qGkpATLly9nK91Tp06xjfTMmTPhdruh\nVquZu3zfffehpqaG6WEnTpzAwYMHIQgC9uzZw6Mgg8GAkSNH4qmnnsK5c+fQ1NSEoUOHQqfTcXoW\nGbS9++67aGtrg1KpRE5ODnx8fLBjxw5kZWVxlQQAcXFxPP9UKBSQy+VMMdu9ezdsNhvCwsLg4+MD\nf39/dHV1sRU3AY5Op5Mto0WinnD5rq4uXLhwgRWZV65cYbom0MOoIBxi6tSpAHp8jkjZO3XqVMTF\nxaGzsxPz5s3DsmXL8PPPP+P69et8mFCXl52djUGDBiEyMpKtKQjQpX9LJBJORyNh37fffsvBO93d\n3fjiiy+Qn5+PwMBANgpTKpXYsGEDjwF/7UetVmPFihVQKBR455130NzczD70er2etRtut5sNy6hz\nkkqliI2NRWNjI2dZEGdeo9GgT58+OHPmDOdpX716lQPc9Xo9amtrkZaWxhbcVqsVVqsVjY2NrLGh\nC1MQBISHh+PWrVvw9vbGt99+i6ysLIwaNQpdXV04f/48SkpK8N1336GhoQGjR4+Gv78/5s6dC6vV\nil27dsHPzw81NTVwOBzQarWwWq184DqdThQVFcHb2xsLFiyAWq2G2Wzm6FISyOXm5qKmpgYikQjl\n5eWsm6GgmYyMDJ7Bk92DTCZjllRhYSH0ej0HGKlUKrS1teHHH3/EE088AalUik2bNkEQBGYIEYDc\nt29f6HQ6lJSUYMKECdi5cyfi4+PZuZgYjGazGRkZGXjyySc5d+PEiRNMr6VYSlI0t7S0oE+fPqwX\nIRo7ge8k+gN6CCFRUVFQKBQ4dOgQPB4PBg0axO6sjz/+OFPZf+nzm2MHJScnM2Dmue1J37dvX7z+\n+utYuXIls1seeughlJaWoru7GyUlJTwaWbduHZYvX86HV+/QGVJcEmefRg7E5CHer8fj4XAW8vBe\ns2YNpk2bxjQvcgukcQtRtqjyJr8bikUkTyOalbrdbsyePRtr166FSqWCWq3GyJEjsWnTJrY/iIyM\nhEwmQ3FxMQvCevvzR0VFsYlaRkYGysrKmB1EQd7x8fHo6upiJSRVG6Q6Fot7guzz8/NRXV2Nzs5O\nTJw4EXv37uVxGM2KY2NjOY2qu7sn5Jyoh/Pnz0doaCi8vb1RW1sLp9PJbp8ulwsjR45EbW0t856J\n8eDxeBAcHIySkhJu3xsbG2G1Wjlz9saNG4iNjeVLjoDC5uZmBAUFsS99RUUFBg8ejIqKCoSGhuLK\nlSt8UGzZsgXAr8cOysjI4G6noaEBRUVFSE9Px/Lly/Hqq6/yCCgmJgbJycnYsaNHhiCTyTBu3Di8\n9NJLGDduHMxmM3x9fWEymXgdED7VO/6QoivJGC4gIACdnZ08GouNjcXo0aM5ZtTlcmHgwIH48ccf\n4efnB51Ox7x3kUiE0NBQPtilUinGjh2LwsJCzkEmKrVOp8OUKVPw8cc9EouQkBCkp6dj3759HChD\nFhi0ni0WC/Ly8nDkyBHYbDZERUVxx0N4Fa33yspKuFwuHDx4EM888wxu3boFpVIJm82Gzs5OPjsC\nAgLQt29f5OTkoLCwECdOnGBLGZFIhPvuuw979uzBhAkTsGPHDh7HkDMoeQNREafRaODn58dVPXU2\nNFalzpMsZdrb2xEZGcmjWGIVhoeHcxQrGfSFhYUhPj4eRUVFLAIlMkBqaiqPnKk4EgThDtuLlStX\n/qK1/Zu7BMibnixwjUYjvvvuOzbBUigUcLvdPOvLzMzExYsXAfRwnl9//XUsX74cCoUCPj4+SEpK\nwvnz57Fw4UIsWLAAaWlpOHPmDCQSCaZOnYqLFy+irKyMqy4aOVC2rUajgd1uR0hICPz9/VFbW8v8\neqDHf6h3/ByBrcSJJ2toonU5HA5ER0fj+vXriIuL48VE4ikvLy82btPr9ejXrx/OnTuH4OBglJaW\nwt/fn6mRvb1iCB9JSkrC1atXWYlMoRaZmZlITExESUkJzp8/z1WHn58fm4t9+OGHePnll9mLieiY\nzc3NSEhIwOXLl7kyFYlEmD9/Pt5//31WQxMnPDg4GLdu3UJ8fDxcLhd+97vf4fXXX2f7Y3JUrKmp\nuUOtTRbHVVVVPBYiOwgCMslXKCQkhEdhNIIYMmQIjhw5wkBwb2412Rb8WpdAVlYWFAoFoqOjOQO6\nuLiYZ8ukqP70008xduxYhISEMNlBKpVi8uTJ2Lx5M4OG/v7+MBqNeP755/HOO+8gNTUVhYWFcDgc\nmDBhAneQFM3Z1NQEAMxsCwwMhMFgQHJyMhcoN27c4IqbKKp0OdHrTCw2omSbTCbuyMLDw1FTU4Ok\npCS0t7fDbrejvb2d2S9koEa6BrJlb2pqQnh4ODurdnd3IyQkBE1NTQgNDUVTUxPmzJmDTz/9lHVB\nAPhgpJ+NLB1oP1FhRh5YoaGh7JFFITbknyWRSGA2mzmVjnJDRo8ejYqKCpjNZuTm5sJisaCkpAQW\niwXvv/8+Zs+ezeuN1hqRS4Ae0H7hwoWsPCYxaHNzM5RKJSQSCZ81JCwlpTO9/sSKBMCj39vrClKp\nFO+99x6A/0WXwOuvv459+/bxjNFms7H/OLEAaH7Y3d2NpKQkFBcXs8ybgEoaWfj4+MBut6Nv374o\nLi7mKhgA+wPFxsbixo0bUKlUsFgsXP0CYOENLfDg4GA0NDTwDJVm6wSG0WiH6KlDhgzB6dOnuWog\nXx46uOhGp8QjQRDYOI3cS+12O3Oee7OFli1bhp07d+LKlSuoqalBSEgIe4yQsI02n1qtxv79+zF/\n/nwcO3YMOTk5iImJwffff8/cY5rpEvOBvk5wcDDq6+sREBCA2tpapr9SZB8xSug1J48XsiwICAhA\nYWEhg8DXrl3jr0+jPqLlJSYm4ueff2bDOAoyISdUev/p9UhJSUFjYyOzvLq7uxlToZ9NoVBg8eLF\nAH69S2DBggU4evQoi9wMBgP0ej2SkpJw4MABLipozQcFBaGhoYEvPzoM6SCmw8Lb2xs2m40xJarI\nvb298fDDD2Pbtm2sD6FCgVhl5LPlcDjw2WefIT8/HwEBAbDb7fD392cfHy8vL6hUKrYYISvvxsZG\nuN1ujB07Frt27eIumLoSEi56eXnx72AymXD8+HEMHDiQmUsZGRk4d+4cdyCff/45/vSnP6Gurg4F\nBQWMf+3btw/Z2dlQKBTc7VD1TX5YOp2O1bT+/v6or69HbW0tixzJouXkyZOQSqV46623sHDhQng8\nHmRkZHCqHc3yaSwZdTsTQKPRoKqqCr///e+xdu1atLe3Q6vVsl6ARJJtbW0YPHgwrl27xu/TX/7y\nF8yaNYsPccL4KAazs7MTgYGBzJYiMHvOnDnYvXs3C2TJu4yM6WbMmPGL1vZv7hIgEJFk3ZGRkcy1\nB4BHHnkEmzZtYu53TEwMbDYb2tvbAfRU5vHx8aioqODDlaiD8fHxqKyshEajwc2bN9GvXz9cvXoV\nYvHfIhlFIhHeffddvPjii1i3bh3Wrl2L4uJizrm9ceMG3/ZkwOZy9UQekriDVIH33HMPDh8+jA8+\n+ADPPfccg1y9Z9xisRgrV67EokWLWPlMVFipVIr29nZERUUx9tAbROvq6kJMTAzKy8vh8fwtJYyq\nC2IaqNXqO5SbBL6RuR2NCaj1JgYPjblIZdx79n7PPfdg3bp1/GeDg4Nhs9lY+EKzSpfLxYeKSqVC\na2srH4Stra3cqYjFYhQUFCAnJwcDBw7EmTNnWLtA/vJnzpxBUFAQv/eDBw9GQ0MDGwGSS2l0dDTa\n29uRlJQEp9OJ7OxsyOVyAL/eJZCdnc3jhZCQEDzzzDNYsmQJH8iDBg3CqVOn+H2l3AjyoPd4PEhN\nTcW1a9d43NfV1YXAwEAWIoaHh6OwsJBHZCRqJObLwoUL8cYbbyA9PR0ul4sjSklZTSl2NAolJtzC\nhQsxb948+Pr6ws/PD2q1GlevXsU333yDSZMmMdAPgMWbTqcThYWFeOihh5gXLwgCRo4ciRMnTqCz\nsxPTpk3Drl27GIhub2/nYqlv3764cOEC6xvcbjeLpcjIkdiAwcHBqKqqQkhICLv2Pvjgg9izZw+9\n/oiOjmYcrL29nceOYrEYK1asQHZ2Nu69917ec72/T1dXF+RyOXx8fNDR0QGtVssOA7SGieFE8bck\nWgwNDYWvry9KSkqYMUhpe06nE4mJiUhJScHx48eRmJjIbgd5eXk88gsNDeULlDr0fv36cZH3S9f2\nb+4SSEpKYoBGqVQC6GmBKCJOJpMhLi4OpaWlyM3NxeXLlxknMBqN0Ol0LJBZtmwZVq5cibCwMJw5\nc4Z5y6RYDA4O5kuhra0Ner0eRqORPUVSU1Px5ZdfYvr06di3bx9L2MnplCiO1FoD4EzbWbNm4ZVX\nXuHWmVo/upgIg6DDUCzu8Up/+eWXsXTpUq5aKLjdZDJxDGVvkVxvb/81a9bgmWee4VaXLB9iYmJw\n8+ZNNnujappMsIgvLZPJoNPp0NTUxCroFStWYMGCBezvf/PmTUycOBFffPEFYwYKhQJqtRrt7e2M\nH5DClIRow4YNw9GjRzFlyhRs3bqVBT2kJKULKDw8HG1tbbzJDAYDIiIieOygVCp54T///PNIT0//\nR9cWgF/vEhg4cCBXgDQeocOXRoFxcXG4fv06Zs2ahbNnz6KqqooPNZ1OB4/Hg9raWowYMQIvvfQS\nnn32WdTV1TFg7u3tjcDAQHh5eaG6uhp6vR7l5eXQaDScsyuTyRAdHY0LFy6AcIrCwkIWDgYEBHDg\nUlBQEGdukLf9smXLkJ+fz/iWIAj45JNPUFNTg/Xr16OjowMAOLw9NjaW7S5Ix0PFTHR0NKqqquDj\n44OBAwfihx9+gNvtZnU7Ua9PnTqFYcOGwWazwdfXly00ALCSljQPaWlpcLlcePTRR7FkyRI88cQT\n2LBhAwDg8OHDGDt27B14HmEAZI5HuEx5eTlkMhljiIQD0gV7//33Y+fOnSwwpdEYXaq0PwFgxYoV\n+MMf/sD5CjabDbt27cKYMWMwaNAg7mAJFE9ISMCsWbNYNPoPrC8A/4sugf79+3OASXh4OCorK+F2\nu3Hq1CkMGjQIQUFB7CIJgNtoQRDw0EMP4eLFi2hqauI3hGablCWQk5ODgoICHkN4PB6Ehoaira0N\nOp0Ora2teO+99/Daa6/dYVOsUqn4jbLZbJgyZQpKS0s5Eq6pqQlWq5WBm/PnzyMlJQXJycl48cUX\nMWXKFAwcOBA//fTTHXL8q1evIisri+f6FPZBPu90AJSWlrLBldVqxeLFi5ldQcHh5FRot9vZOI1m\n6gTEUsgNjUro0KZFHBkZCUEQcOvWLYSHh6O1tZVpoqTaJW+hyZMnY/v27bBarWweR46JNOtvb29H\nYGAgu7wSsOfxeFidTEE2tDHpkCQfnB9//BFDhw7lZDS1Wo05c+awhuEfXFsAfr1LIDMzk0Hb2NhY\nXLx4ETKZDMePH0dGRgaH5PTOeCAv+aSkJNTU1KC1tRVWq/WOeTF1eOSdQwUHZRbQ/na5XBg2bBjO\nnTvHa7+7uxtxcXGwWCz8vvXt2xcqlQrPPfccEhMTMXDgQGZYSSQSHD16FBkZGdDpdNizZw/S09MR\nFRXFuoyQkBC0trbi7NmzTLlubm5mDOP06dPIycmB53YozsWLF7k7bWtrw/PPP49169ZxtUzsIgoM\nIqsFYsoR7vX5559j8uTJvHZoHSmVSgwaNAgXLlxAe3s7f08avR49epTFmVR0SCQSzJ07F0uXLmVv\nKuqyqVghOjhhauRu+tJLLyEmJgY1NTUYPHgwjh07xoVaZGQk7HY7GhoaEBcXh7a2NoSFhcFgMMBs\nNiM+Ph4WiwVffPHFP7u+APwvugQyMjL44KbDh95oAlBI3UftoVwuh1rdE/na26hp0qRJuHTpEhsy\n0RjF4/Gwf3lvr/aAgADMnTsXq1evxqRJk3Dt2jUcOnQIdrsder0ebW1tDMiKxWLcf//92L9/P89k\nyaQtNDQUYWFh+Pnnn6FSqdjQjURnvdt3Hx8f3Lx5Ew6HA2PHjsWZM2d4rktqUhovJScno7S0lJOJ\nyKCLgrtJFUwjmd27d2PMmDEICAiARCLhS49GQS5XTyYzVWOC0GPoRlYRb7/9Np566inmZFP3Ehwc\nzJcD6QVCQkIQGhqK4uJizp8lcI7eRwCsFCaH1Y6ODgwbNgwFBQXw8vJCTEwMamtrYTab+WfU6XR4\n7LHH8N1337HtcG5uLqZNm/Z319F/s7YA/HqXwNChQwH8LWGOrCOkUimP4pzOnjB1csYkcgMpXyk1\nKyEhATabDeXl5WxjTvYfdGCnpKRgzJgxWLlyJSIiIrBo0SK88sorWLhwIV5++WUmF9AeoK6NRoRG\noxHe3t4IDQ1FZGQkTp8+ze6sZrOZRWme2xkY1H2S2JNYMU1NTZg/fz78/PzwwQcfQKfT4Q9/+APm\nzp3LTBli0RFm4ePjg/j4eDidTpw/fx4JCQmoqqpiMVrUbR8xAnSp2yRMcNCgQTh79ixrU6jooimA\nSqXijBFy9bRarThw4ADGjRvH1bpY3BNBOXz4cFblm81muN1uZGRk8LlClxj9HGq1mg94oq9OmjQJ\nGzZs4PEnnRdyuZzpwEAPRX7cuHHo16/fP7O+APwv8g7q7YhJM+HOzk5Wo167do3FMkqlkm1qq6ur\nuY2lg+bLL79ksEYQBE6gooqbDrFHH30UXV1daGtrw+rVqzF16lSsXr2arW/JnmDixImIi4vjS2r3\n7t0MAg8bNoy1DN7e3rhw4QLEYjELwWijikQiqNVq5Ofno7W1FeXl5TweKioqYrWzxWLhv+N2uzF8\n+HDU1dXB5XLhwQcfhL+/P+MAHk9PHqnT6cTp06eRmJgIuVyOWbNmYfjw4UzTpAVHF6G/vz9u3rwJ\nkUjEBw0BfjqdDp988gmAHqFTWFgYqz8rKyvh7e2N1157DX369EHfvn3R3t7OCsjGxkbk5+ezoR2N\nn2gT0GETFBSExYsXo7i4GIIg4LHHHmN7CRKVyWQytLS04OLFixg3bhzcbjdqamrYlfV/ykMHNAGN\ndJhQoPvhw4f58NRqtUhLS+McWwoaAXowMNK60MEfGBjI+4ZERKWlpdiyZQtcLheuX7+OxYsXY9u2\nbZg9ezbPkH19fTFixAhER0cjLi6OAWBiw0kkEsybNw/nzp1j/MtgMDAHnnx+yKxNEAT8+c9/Rmdn\nJxobG7nYOXLkCJYtWwa3uyerl6ycm5qa2MrEbrfj3LlzSE5OZgvy5uZmfPjhh6itrcW0adOY6aTT\n6fDjjz8yG0cmk2HChAmcI1FUVMQOxJmZmQgJCWEbBqfTyS61lNEwb948iMVijBs3ju2ZPR4PjEYj\nHnzwQb4oSeEtl8tRVlYGQRCQlJQEf39/7jomT57MVvFtbW3QarXYt28fzp49y5RRIkF0dXVh+PDh\nSE9PR2dnJ1paWlBeXs5MoP/U85u7BJKTk+FwODhFioDihIQEdHV1cYoPCUyorSVpPQG1YrEY2dnZ\nbCQnCALGjh2Lvn37Qq/Xsx++0+nEhg0b2NVSrVZj6dKlzJrQarUYNGgQGhoa8NVXX6GlpYWzW0nl\nl5SUhJMnT0Kr1QLoEXKRqyN1IAkJCZziZbPZsHXrVoSHh6O7u5uFWq2trcjOzmYNg0KhgFQqRW5u\nLk6dOoWpU6dCLpfj4MGD7ORIgS+rV6+GUqnEgAEDUFZWhsDAQGRmZqK1tZUZJJSPGhwcjOTkZK6k\nfv75ZwaNCby8ePEirly5Ao1GA6VSia1bt8Jms+HDDz/kCvHdd99FZWUlysrKIJFIODOADhEKvNm2\nbRvy8/Mxd+5cDj+XSCR47LHHsGTJEqb1ffbZZ1i5ciXKy8sRERHB4CQJxrZv385xhhRi/z/lWbx4\nMdNBnU4nHn30USYsSCQSjBgx4g7r7OvXr/Nox+12MwBfVVWFpKQkXL9+HTqdDiqVCtOmTWOnS7lc\njtDQUDidTh4RdnV1oaqqCkOGDIFUKkVtbS1UKhVnN9y8eROXL1+Gw+HgS6mzsxNarRaLFy/mAiIt\nLQ0qlQr19fUAgAEDBqCoqAgOhwMGgwE+Pj6YPn06+zm1tbVh9+7dqK6uxrfffssVK4XgZGdns0jM\n19cXo0ePZjM5smhYuHAhRCIRNm7cCLlcDpPJhKtXr2Lz5s1MZ+3u7mZLCsLS0tLSIBKJUFlZiStX\nrsBut8PLywspKSmIjIzEnj17MH78eNx1113Yvn07Fi1adEfSIHVrRHUNDw/HxIkTIQg9MZYTJkzA\n3XffjcrKSgQFBcFsNqNPnz7Ytm0bj+EiIyPR2NiIYcOGobKyEtXV1YiMjMRzzz0Hq9WK9PR0HD58\nmAtXGhvRVOM/9fzmLoEJEyagqKjoDqqWj48PGhsbkZOTAwBMaSTP7aCgoDsEHlKpFAaDARUVFZBK\npZg5cyYCAgLw9ddfo62tjUFm4tOfOXPmDiom3eoejwcdHR0oKSmBQqHAsGHD2CiKfEMMBgMuXrzI\nmzc6OhqhoaEcIUksgLKyMs6GJRO3kpISiMU9wfOZmZk8u6TvS3+/rKwMVqsVK1euRGtrKxwOB9av\nX8+HZFJSElM0hw4dipycHISGhqKqqgoVFRW49957YbfbERAQwPPikpISpKenIz4+HtOmTYNYLMZT\nTz3F1ZRMJkNeXh7bNwwbNgzd3d1499134XK5WMtA1hRutxv+/v7Iy8uDy+XCxx9/zNXrzJkzsX//\nfgwePBg3b97k0d6KFSt4I5No7IUXXgDQA7AHBAQgJCQEXl5euHXrFvr168ec8NGjR/9qa/RfecLC\nwrBr1y72kCooKOBq9dlnn+VRhd1uZ446eVCR7xLQ0ylTjsAf//hHpKam4oMPPuCRhMFgYLHe559/\nDkEQIJfLWZ2q1WrZ4x7omfPHxcXdgR3QmLW+vp6tvYOCgjBz5kx2wiRMZ+TIkUzTJHNGsosICgrC\nQw89hIyMDEycOPEOnMfpdLL1RGtrK8xmM2bPno0dO3YwxZKqfAD43e9+h9WrV8Pj8WDq1KlYtWoV\nxo0bx7jXrVu38OKLLyIgIICdhL28vDBlyhR4PB74+vpy0eZyuXDy5El88803uHTpEj4VTFt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8IEBEEQC4JwTRCE/b/9O1AQhGOCINwVBOGoIAjqe372DUEQCgVBuC0Iwoj/7ndaLBaMGjUKAQEB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Nw1rIbrHb7WhqasL06dMRExODd955R7j1hDRJuaaYsCcm3tDQgKefflpcfadOnYqgoCDU1tZK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\n3j9DiuSLKisrQ0tLCyoqKrB27VpJwNfU1IxBVXEBGh4eFr6lTZs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"text/plain": [ "" ] }, "metadata": {}, "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": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "winsize = 32 # pixels\n", "searchsize = 64 # pixels, search in image B\n", "overlap = 16 # pixels\n", "dt = 1./30. # sec\n", "\n", "\n", "u0, v0, sig2noise = openpiv.process.extended_search_area_piv( frame_a.astype(np.int32), frame_b.astype(np.int32), window_size=winsize, overlap=overlap, dt=dt, search_area_size=searchsize, sig2noise_method='peak2peak' )" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "x, y = openpiv.process.get_coordinates( image_size=frame_a.shape, window_size=winsize, overlap=overlap )" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "u1, v1, mask = openpiv.validation.sig2noise_val( u0, v0, sig2noise, threshold = 1.3 )" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "u2, v2 = openpiv.filters.replace_outliers( u1, v1, method='localmean', max_iter=10, kernel_size=2)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "x, y, u3, v3 = openpiv.scaling.uniform(x, y, u2, v2, scaling_factor = 5.9039*30 )" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [], "source": [ "openpiv.tools.save(x, y, u3, v3, mask, '/Users/alex/Downloads/Movie1_Scene1_Import VIDEO_080.txt' )" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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iygSRHVlLkYRr5SuwPv0wWd5NoD8hWggqfsUv92thND8iM5rfligjnML3FE6L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\nrzdsazXVMrvhJI/D+wpsOXBfi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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "openpiv.tools.display_vector_field('/Users/alex/Downloads/Movie1_Scene1_Import VIDEO_080.txt', scale=50, width=0.0025)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/alex/Library/Enthought/Canopy_32bit/User/lib/python2.7/site-packages/openpiv/pyprocess.py:251: RuntimeWarning: divide by zero encountered in log\n", " subp_peak_position = (peak1_i + ( (log(cl)-log(cr) )/( 2*log(cl) - 4*log(c) + 2*log(cr) )),\n", "/Users/alex/Library/Enthought/Canopy_32bit/User/lib/python2.7/site-packages/openpiv/pyprocess.py:251: RuntimeWarning: invalid value encountered in double_scalars\n", " subp_peak_position = (peak1_i + ( (log(cl)-log(cr) )/( 2*log(cl) - 4*log(c) + 2*log(cr) )),\n", "/Users/alex/Library/Enthought/Canopy_32bit/User/lib/python2.7/site-packages/openpiv/pyprocess.py:252: RuntimeWarning: divide by zero encountered in log\n", " peak1_j + ( (log(cd)-log(cu) )/( 2*log(cd) - 4*log(c) + 2*log(cu) )))\n", "/Users/alex/Library/Enthought/Canopy_32bit/User/lib/python2.7/site-packages/openpiv/pyprocess.py:252: RuntimeWarning: invalid value encountered in double_scalars\n", " peak1_j + ( (log(cd)-log(cu) )/( 2*log(cd) - 4*log(c) + 2*log(cu) )))\n" ] }, { "data": { "image/png": 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8hcX3K4n7lXg28zPnZjyx4uv5/aU2j8oKxFLelKENdCmRF6djbRIz8l8mrnce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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u0d, v0d = openpiv.pyprocess.piv(frame_a, frame_b, window_size=winsize, overlap=overlap, dt=dt, corr_method='fft', subpixel_method='gaussian', sig2noise_method=None, nfftx=None, nffty=None, width=2)\n", "openpiv.tools.save(x, y, u0d, v0d, mask, 'tmp.txt' )\n", "openpiv.tools.display_vector_field('tmp.txt', scale=5000, width=0.0025)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "u1d, v1d = openpiv.pyprocess.piv(frame_a, frame_b, window_size=winsize, overlap=overlap, dt=dt, corr_method='direct', subpixel_method='gaussian', sig2noise_method=None, nfftx=None, nffty=None, width=2)\n", "openpiv.tools.save(x, y, u1d, v1d, mask, 'tmpdirect.txt' )\n", "openpiv.tools.display_vector_field('tmpdirect.txt', scale=5000, width=0.0025)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "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": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 0 }