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@j-friedrich
Created September 17, 2021 19:17
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{
"cells": [
{
"cell_type": "markdown",
"id": "marked-stress",
"metadata": {},
"source": [
"# Alignment of movies from multiple sessions / files"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "informational-setup",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"import caiman as cm\n",
"from caiman.utils.utils import download_demo"
]
},
{
"cell_type": "markdown",
"id": "color-jimmy",
"metadata": {},
"source": [
"# Create Data\n",
"We take the demo movie but add motion to it. The shifts are small within one session, but can be large in between"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "constant-individual",
"metadata": {},
"outputs": [],
"source": [
"m = cm.load(download_demo('demoMovie.tif'))\n",
"T = len(m)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "interesting-northern",
"metadata": {},
"outputs": [],
"source": [
"# Create sessions data\n",
"np.random.seed(0)\n",
"num_sessions = 6\n",
"shifts_session = np.random.randn(num_sessions,2) * 2\n",
"shifts_session[0] *= 0\n",
"shifts = np.empty((num_sessions, T, 2))\n",
"for i in range(num_sessions):\n",
" shifts[i] = np.transpose([np.convolve(np.random.randn(T-10), np.ones(11)/11*s) for s in (3,3)])\n",
" shifts[i] += shifts_session[i]\n",
" cm.movie(np.array([cm.motion_correction.apply_shifts_dft(\n",
" img, (sh[0], sh[1]), 0, is_freq=False, border_nan='copy') for img, sh in zip(m, -shifts[i])])\n",
" ).save('session%g.tif' %(i+1))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "third-notification",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['session1.tif',\n",
" 'session2.tif',\n",
" 'session3.tif',\n",
" 'session4.tif',\n",
" 'session5.tif',\n",
" 'session6.tif']"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fnames = list('session%g.tif' %(i+1) for i in range(num_sessions))\n",
"fnames"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "computational-snake",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 6/6 [00:00<00:00, 9.64it/s]\n"
]
}
],
"source": [
"# play movie of all sessions\n",
"cm.load(fnames).play(magnification=3, fr=200)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "middle-details",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fc2eabd3d50>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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PFS6Hb4iEEOLJHRBFZJuI/LWIHBaRV0Xkq/7zdSLyjIgc8X/XLr65hBCyeBR5Q2wC+FXn3DUAbgbwoIhcC+ARAPudc7sA7PdpQghZsuT6EJ1zxwEc98fnROQwgC0A7gZwqz/tCQAHADxslTU6OoUbvvBWJ33o+OagnorCf81z173F0iFGtuWFxWpRh7iUdYh57WdBHeL8dYg7N5+K0kezzSnnQxSRKwHcAOBZAJv8YHlx0NxYpixCCOk3Cg+IIrISwLcBPOSc+6TEdQ+IyEEROTh19sJ8bCSEkEooJLsRkQG0B8M/ds59x398UkQ2O+eOi8hmAGNzXeuc2wtgLwAMbd/mXjp4VVL53ykmu1msaDepXeSM6fRiyW6s6yi7WW6ymzJT5Di9bGU3qk0it1CXZDcn/mJb4XKK/MosAH4fwGHn3O8EWfsA3OeP7wPwVOFaCSGkDynyhngLgH8O4Eci8rL/7N8BeAzAN0XkfgDvAbhn7ssJIWRpUORX5u8h+13/9u6aQwghvaPSpXuoO7RWJ36eoj+xL+fwX7FtcXohshurfspuKLsB+kV2o/tftn97vrIb+dKZ+IPfzraHS/cIIcTDAZEQQjwcEAkhxFOpD3FkaBo3XHWsk341WLrXi/Bfy1uHmF1/qENM25B9L9Qhzm1T9nmpWgpd17YnTl8qOkTr3sxSDB3ixFurC5fDN0RCCPFwQCSEEE+lU+bJ80M49P1k6V7t0+eNsxNSr/Yqym441c2V3Vwi0W6s+vtNdqOfb2iDLqfWuDRkN7rc0P7lLbvpfrSbq/cci9LvZpvDN0RCCLkIB0RCCPFwQCSEEE+1u+7VgeaqxIc3UHCHrbTsJv4dn7KbpS27sXxZqftsLk/ZTV4faTaXh+zGlBMBiyK7ee2V7YXL4RsiIYR4OCASQoin0inzitFJ3HTDkU765Z9sKXRdV6PdLILsJk9mcCnKbspEO15OspvQ9rw2KCO7CftUrTarzr30ZDca67vb2Fh86xK+IRJCiIcDIiGEeDggEkKIp1If4sS5Ybx0YHfywVXjncOlHO0mL7rHpSi7KRMNerFkN61W2C/yJCbFlx1aZVntZddv54d9SrdBXBBlN5oNa+Ilwm8b5fANkRBCPBwQCSHEwwGREEI81S7dE2B2KPD5FAyj1Asd4nx3RJvLhqI6RM2lqkMM0fe1WDrEWMtnmksdIsr5lnutQzxxihGzCSGkNBwQCSHEU+mUWQZbaGxPpDbhlLDfZTcW3ZLdaJaT7KbM8w3phezGmh7mlUXZTf/Jbm7b9WaUftwoh2+IhBDiyR0QRWRYRJ4TkR+KyKsi8pv+83Ui8oyIHPF/1y6+uYQQsngUeUOcAnCbc+46ANcDuEtEbgbwCID9zrldAPb7NCGELFlyfYjOOQfg4tqXAf/PAbgbwK3+8ycAHADwsFWWjNcw+OyqTnr6i+cKGdmLXff6QXZj3fdiyW40loyEsptLR3Zjnzd/2Y0mvLduyW5eO7OpeP1FThKRuoi8DGAMwDPOuWcBbHLOHQcA/3dj4VoJIaQPKTQgOudmnXPXA9gK4CYR+VzRCkTkARE5KCIHZyfG8y8ghJAeUepXZufcWbSnxncBOCkimwHA/x3LuGavc26Pc25PfXTFwqwlhJBFJNeHKCIbAMw4586KyAiAnwXwHwHsA3AfgMf836fyymqNOJz77HQnPVgwLH+ZXffy/B5LSYdo3Td1iL7cpaRD1GmjTk2vdYjpvG7pEON0dG+63HDpql7yZ+y699EPrkBRigizNwN4QkTqaL9RftM597SI/ADAN0XkfgDvAbincK2EENKHFPmV+RUAN8zx+WkAty+GUYQQ0guqXbpXb2HksslOuuiG33mym3ojtSO4aUPnmLKbUrIbvZRQPz/Kbii7adexWLKb7LxUZKgg/6F/GnvzHvwNo/6ihhJCyHKHAyIhhHg4IBJCiKdSH2Kj1sL6VYk4++TZZBmf9dP9QmQ3ixX+KyxX+y+Wq+zG8hnmlXNJym5aOe8blN3YshsD67ureXdqQ6EyAb4hEkJIBw6IhBDi4YBICCGeSn2Izdk6TpxJ/Iah78gKUd6P4b/iHcmoQ2yfW0yHmLfUMWRJ6xANv5auM52n6wyPe69DtGxfiA5R/z5glRtihf/a99ZPqU++lXku3xAJIcTDAZEQQjyVTpkvG5rEnZ9+o5P+7tu7O8d6OjZf2U1Vu+5RdjN/2U2ZKRVlNxfrTI77TXajWYjsRrvDitZRb2S7Ee7dfTDK+y2jXL4hEkKIhwMiIYR4OCASQoinUh/ixxMj+N8vfr6THlo7mXkuZTcVyW40OhJxl2Q3Vnv2m+wmzwe8GLKbfKlPeLx0ZTeWnKh9bXdkN+G5zxy/Wp29L7McviESQoiHAyIhhHgqnTIDiIbgoq/d/bDJlCVBoOwmv5wy0W7i6Wv1sps8l4dVVvTs8yQkhuwm7c4J5DJLTHZjfSdT7pKwzbq0ydSJQ8W3jOcbIiGEeDggEkKIhwMiIYR4qvUh1hzqo4mfp+jObGVkN3n+uvnKbiw/yHKW3YQSk8WS3TSb/bXr3kJkN+GztyQkus68PhLav9RkN2GdC5PdZPu+rWg3V+85FqXfzTyTb4iEENKBAyIhhHg4IBJCiKdSH6II0BhIfIihH6Jbu+4tVvgv6hCpQyxSFnWI5cJ/ldEhwvCVWrvurRyYyszTFH5DFJG6iLwkIk/79DoReUZEjvi/awvXSgghfUiZKfNXARwO0o8A2O+c2wVgv08TQsiSpdCUWUS2AviHAP4DgH/jP74bwK3++AkABwA8bBY0VUPr7ZWdZP2q853jUptMQb0u17KnOxrKbii7adsDlV6mshv1rMOp5fKOdpMcH/mj3ShK0TfErwH4NQChtZucc8cBwP8tvmCQEEL6kNwBUUR+HsCYc+6F+VQgIg+IyEEROTg7Pj6fIgghpBKKTJlvAfAVEfkygGEAl4nI1wGcFJHNzrnjIrIZwNhcFzvn9gLYCwDDW7fNc/JICCGLT+6A6Jx7FMCjACAitwL4t865XxaR3wZwH4DH/N+n8sqS4VkMXf1xJz2tfT7huWb4L8v3Z9uwXGU3Oh1H9I7Lna/sRvs0tU/RKoeym7kqrUB2o571pRL+C0jSH3+m+HvYQoTZjwG4Q0SOALjDpwkhZMlSSpjtnDuA9q/JcM6dBnB7900ihJDewKV7hBDiqXTpnnOCqcmBTroeLCuy/AwM/3WxoGwdou3Pi9Pz1SFqX1/XdIgzWoyWXed8dYhW+2j7uqVDtPSCOm3pIoFLM/xXysc/MJNZpxX+69o9R6M0w38RQkgBOCASQoin2ojZUzXg6Ggn2dpZTKjd79FuysgyyrBcZTcpiYmKVLJcZDemPAa4ZKLddEt2E953mWg3x84UjzvDN0RCCPFwQCSEEA8HREII8VTqQ1y/5hP8i3/03U768cN/t3PcLdlNmfBf2gcWShSsqL8aXY5OU3aTIzFpUXazaLKbPgj/1TXZTW1+u+5NzxQf5viGSAghHg6IhBDiqXTK/OH4KvzewVuTyocT5bn1E38/yG6sqfhiyW60ZMKqo4zsJpSnWNM4XU4Z2Y3GOteS3eg6l5LspjkzEOWlpColZDeRXGYZRbvJcxWEzFd2c+fOw1H6zWxz+IZICCEX4YBICCEeDoiEEOKpdukeABf4MELfIGU3aXSkknCj7oXIblLylJASspsy9xX6rlLX6cjSluymtoRkNyo6y0JkN9Huh43lI7uxfKfdkt38r+duUJ98I/NcviESQoiHAyIhhHg4IBJCiKdSH+LgYBNXbvuwk/7J6dWd48p0iKG/pWX5Ios7yMro1MpEku4HHWJYrm7brukQhTpE3T690CGW2R1yKekQr/vssSj9XrY5fEMkhJCLcEAkhBBPpVPmVktwfmqok+6J7CaapsTTiVDmYk1B02XG6TKyG2vqUUZ2Yy017JbsZiGbZ5nLxJaR7Ca0VyRbJpKu03ZdhHXqpY7hs28pN1C/y2408ZhQXHaj7zusp2Fcp+EbIiGEeDggEkKIhwMiIYR4KvUhzrZqODeR+BBDv0m3ZDd5PorYbxP/f1DvgezGoozspozUQctT4nJrKl1cdhPaoO/T8ldp31BoQxnZjZaYWD66tA3Flz5aZTWb2bKuMrIbnY6WPuoI4xllAv0nu8mTnYXtp9EyphBLdvPK+1sy8zSFBkQROQrgHIBZAE3n3B4RWQfgfwK4EsBRAP/EOXemcM2EENJnlJky/4xz7nrn3B6ffgTAfufcLgD7fZoQQpYsC/Eh3g3gCX/8BIBfWLA1hBDSQ4r6EB2A70rbAfDfnHN7AWxyzh0HAOfccRHZmFvIrGDqzHAnPbxuMsnrkg4xvVQvTlu7l8VLAOevQyzjJ7SwdsfL0yFa2q9uhf+ydt0rEz4ttRRtnjrEVHuV0CFa4cks/16Z/mUtU9Phqyx/bX1g+egQy2zVEYZT0985rdmN8g+vzC5UUXRAvMU594Ef9J4RkdeLViAiDwB4AADq69YUNowQQqqm0JTZOfeB/zsG4EkANwE4KSKbAcD/Hcu4dq9zbo9zbk991YruWE0IIYtA7huiiKwAUHPOnfPHdwL4LQD7ANwH4DH/96ncygZnccX2jzrp0x8nA2RVspvwZ/0yshtrGpwngSlajkZLJsrUuRiyGy2JKLMrmzU9S0d2KS67CaeAVcluQptSUdeDKWpLPRNtgdSy+5ueOkbPYWb5ym4s10oZ2U1Y55V/L45vY+26V2TKvAnAk9JurQaA/+Gc+0sReR7AN0XkfrQj6txToCxCCOlbcgdE59w7AK6b4/PTAG5fDKMIIaQXcOkeIYR4ql26N97ARy8k6pz67vPFruuB7CavztBXU0Z2Y/kXNZavqFuyG21P6NcCysluQtK7v2Xfi2XDQmQ3YRvl+W6t8GTav2eFrQt9dnlh4C4V2Y11XRWymyOvFl+6xzdEQgjxcEAkhBAPB0RCCPFU6kN0DWBmTaAbM/w2oQ+gFzrEvDpDrJ3q2tcW92WFNAazdXV5ukPLvzdvHaLyA2o/ZpSndYgDrcw87Q+yfLmLpUO0/GnpHQ6D+heiQwyXKDay/YKA9pXOX4dYZodKq69ayxcXosM1Q6vNU4dYu3zarDMqp/CZhBCyzOGASAghnkqnzPXBJtZsP9tJX5gaLHRdapmascF8nuwm/Fl/aCh+lW42k+lOruwmxIgQoykju5meyt7oPF92ky0L0uVG1ynZTSRTamRPvzSW7CY13VfX1gIbdNRweypZjezG2tEwdEdYEcUBvSxSb2mY3ce7Jbsps4timaWhC5GdWdcODmXLbsy+WOeue4QQUhoOiIQQ4uGASAghnmqX7jXrOHNqVSc9MFrs5/CUBKY+f9lNKDWYmR6K8mqBryHPdxWSJ7uJ6iixm99AsFRJl1vGp6PtsXwx+tzQt6VlD9ZOZ6nlbkYoM9MvqHxr2n9cD/yaVqirPN9V+Lzznqcluwn9syn5lfZFBvetbS/jK412O1Q+4G7JbsosDbWW5+X1f6sfh22rT6sbspurN8ehWt826ucbIiGEeDggEkKIp9Ip8/DgDK7Z8UEnffT0us6xFTV5sWQ3w8OTUd7MTNIcelpirTpITScMSYwl79DM6ClqWE+OjCRsB2tal5K8GCsdrEgzQNzWs2qqG0fYyTQbgJoGp1wXsQ2hVEqv4Ij7hV1p9LxLRPvWfXNoOHFHDCi5R9NYBaQ3/tL9LZIiGdPrbspuLDdDON3OW+ESrxhSBek6DLlY6OpJrRBqZm/I9uFE8a1L+IZICCEeDoiEEOLhgEgIIZ5KfYgDtVlsGjnXSR+Zzt7bPvqpXv2krqPAWBvMp32TSf74ueEoL5SGDA7FEWFqNf2zfrakw/KtaZ+YZWu9HstuQj9JXuRhK9JL6OfS96Vtj/yNhl8LiH2nOqJOI1x6VstuAwCYnE7q1L41TeRPq2U/6zzC521JjzTal3VhIlmOOqGjOKtnH14bPhMg3UYzoa/UkCLlyW6se9E+O0siE/st7R0gw3JSfcbw+etyLElTXS0rDX2Tu9Z8GGU9h2z4hkgIIR4OiIQQ4uGASAghnkp9iDOtOk5eSJbuDY8kS/e0/m028ItYfi3A1ptZvrZ1a8ejvImg3AvjcWgyp8MLRZrAOEtHPw79G9OWT0wvGVO6usZQ8UjXYiwLm7yQ3Juuo6b8s6OjU51jraubVtGrw+c0ORG3X2s60IlpLabyVTVGk/sM+wiQ9h2FPkat/wyXc+X5E0Pfn14Gpv3JoZ9rRun81qxO+tQqFV7unAp3NzObXHv+45G4Dv1chrP92/XBxP9o7bAIxH0hb4liqCW1NInaf5dadhiUo/uM088l1M8q/eeI0RenZuJyQ9/k99/+9NyGzwHfEAkhxMMBkRBCPJVOmScnBvHmi9s76dZQIDs4FU89ptYG0UdWxlOETZvPxucGr8vhNAQARgZVxJjgLfz8c+tj+7Ym5979hZeivGtHP4jSYzOXdY5Ha/HU6MDpz0Tptz5M6rlx+4+RxfqheAp/zejxKP1fX/9S53jVyFSUd9PGY1H6xGRi38s/3hrl7bjiVOf4S+vj2B/fOxVPL9772+Radyae3lzYpKZGlyftd+8Nsbjhl9Y+2zn+7GA8PXxlOl5C+S8P/1Ln+OSR+BnpDYM2Xf5x5/j4ibVR3sz5pF8MbZqI8vS0+LYdhzvHz57YHuWdPbIuSrfWJP1xw6aPo7wLBzYkidfivjf5+djVM7kpseGRf7AvyrtrxZtR+ndPJ8/+L45dE+WdO5UsTZNG/ExWronv+9zJlZ3jwTVxH1o5Gj+HkYHkPteNxOVMBVPfd07Gz0hLf666IpG93Lg27v97VrwbpT+ZTaRwPxyPn8N3XrqxczwwFrflzAblTgo2kxs+UXyY4xsiIYR4OCASQoiHAyIhhHjE5cVi6mZlIh8COAZgPYBTOadXCe2x6Td7gP6zifbY9JM9n3LObZgro9IBsVOpyEHn3J7KK86A9tj0mz1A/9lEe2z6zZ4sOGUmhBAPB0RCCPH0akDc26N6s6A9Nv1mD9B/NtEem36zZ0564kMkhJB+hFNmQgjxVDogishdIvKGiLwlIo9UWXdgw+MiMiYih4LP1onIMyJyxP9da5XRZXu2ichfi8hhEXlVRL7aS5tEZFhEnhORH3p7frOX9gR21UXkJRF5utf2iMhREfmRiLwsIgd7bY+vf42IfEtEXvd96ad72Id2+7a5+O8TEXmo121UhMoGRBGpA/hdAD8H4FoA94rItVXVH/CHAO5Snz0CYL9zbheA/T5dFU0Av+qcuwbAzQAe9O3SK5umANzmnLsOwPUA7hKRm3toz0W+CuBwkO61PT/jnLs+kJL02p7/DOAvnXNXA7gO7bbqiU3OuTd821wP4AsAJgA82St7SuGcq+QfgJ8G8FdB+lEAj1ZVv7LlSgCHgvQbADb7480A3uiFXb7+pwDc0Q82ARgF8CKAL/bSHgBb0f4C3Qbg6V4/MwBHAaxXn/XSnssAvAv/m0A/2BTYcCeA7/eLPXn/qpwybwEQhrp433/WD2xyzh0HAP83e/erRURErgRwA4Bne2mTn56+DGAMwDPOuZ7aA+BrAH4NQBhGpZf2OADfFZEXROSBPrBnJ4APAfyBdyv8dxFZ0WObLvKLAL7hj/vBHpMqB8S5Qu7yJ26PiKwE8G0ADznnPumlLc65Wdee7mwFcJOIfK5XtojIzwMYc8690Csb5uAW59yNaLt/HhSRv99jexoAbgTwe865GwCMow+moyIyCOArAP6017YUpcoB8X0A24L0VgAfZJxbNSdFZDMA+L9jVVYuIgNoD4Z/7Jz7Tj/YBADOubMADqDtc+2VPbcA+IqIHAXwJwBuE5Gv99AeOOc+8H/H0PaN3dRLe9D+br3v3+QB4FtoD5C97kM/B+BF59xJn+61PblUOSA+D2CXiOzw/3P8IoB9OddUxT4A9/nj+9D241WCiAiA3wdw2Dn3O722SUQ2iMgafzwC4GcBvN4re5xzjzrntjrnrkS7z/xf59wv98oeEVkhIqsuHqPtIzvUK3sAwDl3AsCPRWS3/+h2AK/10ibPvUimy+gDe/Kp2MH6ZQBvAngbwK/3wmmK9gM6DmAG7f9Z7wdwOdpO+yP+77oK7fkS2q6DVwC87P99uVc2Afg8gJe8PYcA/Hv/ec/aKLDtViQ/qvSqfXYC+KH/9+rFftzr9kFbEXDQP7c/A7C2x/16FMBpAKuDz3reh/L+caUKIYR4uFKFEEI8HBAJIcTDAZEQQjwcEAkhxMMBkRBCPBwQCSHEwwGREEI8HBAJIcTz/wEpGIsLssn5WAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# test: shift back, beware of boundary effects\n",
"Y =cm.movie(np.array([cm.motion_correction.apply_shifts_dft(\n",
" img, (sh[0], sh[1]), 0, is_freq=False, border_nan='copy') for img, sh in zip(cm.load(fnames[0]), shifts[0])])\n",
" )\n",
"plt.imshow((m-Y)[0])"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "animated-title",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 7,
"id": "raising-welsh",
"metadata": {},
"outputs": [],
"source": [
"%%capture\n",
"# start the cluster (if a cluster already exists terminate it)\n",
"if 'dview' in locals():\n",
" cm.stop_server(dview=dview)\n",
"c, dview, n_processes = cm.cluster.setup_cluster(\n",
" backend='local', n_processes=None, single_thread=False)"
]
},
{
"cell_type": "markdown",
"id": "minus-conspiracy",
"metadata": {},
"source": [
"## motion correct all sessions together"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "divided-portable",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 502 ms, sys: 222 ms, total: 724 ms\n",
"Wall time: 6.52 s\n"
]
}
],
"source": [
"%%time\n",
"%%capture\n",
"mc = cm.motion_correction.MotionCorrect(fnames, dview=dview, max_shifts=(11, 11), border_nan='copy')\n",
"mc.motion_correct(save_movie=True)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "pursuant-luther",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 6/6 [00:00<00:00, 12.75it/s]\n"
]
}
],
"source": [
"# play movie of all motion corrected sessions\n",
"cm.load(mc.fname_tot_rig).play(magnification=3, fr=200)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "stock-travel",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 6/6 [00:00<00:00, 14.40it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"MSE shifts 0.023834055765499414\n",
"MSE data 9217.647459348678\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1296x576 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# How well does it do?\n",
"def performance(shifts_rig):\n",
" Y = cm.movie(np.array([cm.motion_correction.apply_shifts_dft(\n",
" img, (sh[0], sh[1]), 0, is_freq=False, border_nan='copy')\n",
" for img, sh in zip(cm.load(fnames), shifts_rig)]))\n",
" print('MSE shifts', np.var(shifts.reshape(-1,2)- shifts_rig, 0).mean())\n",
" print('MSE data ', np.var((np.vstack([m]*6)-Y)[:, 10:-10, 10:-10])) # exclude border\n",
"\n",
" plt.figure(figsize=(18,8))\n",
" plt.subplot(211)\n",
" plt.plot(shifts.reshape(-1,2), label='True shifts')\n",
" plt.plot(shifts_rig, label='Inferred shifts')\n",
" plt.legend()\n",
" plt.ylabel('shifts')\n",
" plt.subplot(212)\n",
" plt.plot(shifts.reshape(-1,2) - shifts_rig)\n",
" plt.ylabel('True shifts - inferred shifts');\n",
"\n",
"# adjust the mean of the shifts, apply them and compare to ground truth\n",
"performance(mc.shifts_rig + (shifts.reshape(-1,2)-mc.shifts_rig).mean(0))"
]
},
{
"cell_type": "markdown",
"id": "urban-thriller",
"metadata": {},
"source": [
"## motion correct each session individually"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "expressed-dimension",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 1.69 s, sys: 661 ms, total: 2.35 s\n",
"Wall time: 15.5 s\n"
]
}
],
"source": [
"%%time\n",
"%%capture\n",
"# motion correct each session individually\n",
"mcs=[]\n",
"for f in fnames:\n",
" mcs.append(cm.motion_correction.MotionCorrect(f, dview=dview, max_shifts=(4, 4), niter_rig=4, border_nan='copy'))\n",
" mcs[-1].motion_correct(save_movie=True)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "tracked-riverside",
"metadata": {},
"outputs": [],
"source": [
"# register the templates of each session\n",
"# for some reason I had to duplicate the templates, chose 14, the value of splits_rig\n",
"cm.movie(np.concatenate([[mc_.total_template_rig]*14 for mc_ in mcs])).save('templates.tif')\n",
"mc_sess = cm.motion_correction.MotionCorrect(['templates.tif'], dview=dview, max_shifts=(4, 4))\n",
"mc_sess.motion_correct()\n",
"mc_sess.shifts_rig = mc_sess.shifts_rig[::14]"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "steady-monday",
"metadata": {},
"outputs": [],
"source": [
"# calcultate the total shifts\n",
"shifts_tot = np.array([np.array(mcs[i].shifts_rig) + mc_sess.shifts_rig[i] for i in range(num_sessions)])"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "posted-leisure",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 6/6 [00:00<00:00, 17.79it/s]\n"
]
}
],
"source": [
"# apply total shifts\n",
"Y = cm.movie(np.array([cm.motion_correction.apply_shifts_dft(\n",
" img, (sh[0], sh[1]), 0, is_freq=False, border_nan='copy')\n",
" for img, sh in zip(cm.load(fnames), shifts_tot.reshape(-1,2))]))"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "lasting-banner",
"metadata": {},
"outputs": [],
"source": [
"# play movie of all motion corrected sessions\n",
"Y.play(magnification=3, fr=200)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "settled-navigation",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 6/6 [00:00<00:00, 19.62it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"MSE shifts 0.024715979496573146\n",
"MSE data 9663.421703500855\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1296x576 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# How well does it do?\n",
"# adjust the mean of the shifts, apply them and compare to ground truth\n",
"performance(shifts_tot.reshape(-1,2) + (shifts-shifts_tot).reshape(-1,2).mean(0))"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fluid-classic",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 17,
"id": "improved-address",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 1/1 [00:00<00:00, 18.32it/s]\n",
"100%|██████████| 1/1 [00:00<00:00, 19.23it/s]\n",
"100%|██████████| 1/1 [00:00<00:00, 17.68it/s]\n",
"100%|██████████| 1/1 [00:00<00:00, 18.22it/s]\n",
"100%|██████████| 1/1 [00:00<00:00, 16.68it/s]\n",
"100%|██████████| 1/1 [00:00<00:00, 18.54it/s]\n"
]
}
],
"source": [
"# alternatively one could apply the shift between sessions on the individual motion corrected sessions\n",
"Y2 = cm.movie(np.concatenate([[cm.motion_correction.apply_shifts_dft(\n",
" img, mc_sess.shifts_rig[i], 0, is_freq=False)\n",
" for img in cm.load(mcs[i].fname_tot_rig)] for i in range(num_sessions)]))"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "arabic-demonstration",
"metadata": {},
"outputs": [],
"source": [
"# play movie of all motion corrected sessions\n",
"Y2.play(magnification=3, fr=200)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "western-seattle",
"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": "3.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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