{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting Started" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "In this section, we will explaine some of the basics of the *CameraTransform* package.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using Cameras" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ ".. currentmodule:: cameratransform\n", "\n", "The most important object is the :py:class:`Camera`.\n", "\n", "It can be created with different projections (for normal cameras: :py:class:`RectilinearProjection` or pamoranic cameras: :py:class:`CylindricalProjection`, :py:class:`EquirectangularProjection`).\n", "\n", "We define the camera parameters and create a camera with the rectinilar projection (default pin-hole camera) and the spatial orientation, 10m above ground and looking down 45°. Keep in mind the orientation of the tilt angle, where a 0° tilt angle corresponds to a view perpedicular on the ground plane" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import cameratransform as ct\n", "\n", "# intrinsic camera parameters\n", "f = 6.2 # in mm\n", "sensor_size = (6.17, 4.55) # in mm\n", "image_size = (3264, 2448) # in px\n", "\n", "# initialize the camera\n", "cam = ct.Camera(ct.RectilinearProjection(focallength_mm=f, \n", " sensor=sensor_size,\n", " image=image_size),\n", " ct.SpatialOrientation(elevation_m=10,\n", " tilt_deg=45))" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ ".. tip::\n", " For a more detailed explanation of how the camera *orientation* parameters (elevation, tilt, roll, heading, x, y) are defined, see\n", " :ref:`CamOrientation`.\n", "\n", ".. tip::\n", " For a more detailed explanation of how the camera *projection* parameters (sensor, image, focallength_mm) are defined, see\n", " :ref:`CamProjections`.\n", "\n", "We can also omit the SpatialOrientation and later change the parameters:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "cam.elevation_m = 34.027\n", "cam.tilt_deg = 83.307926\n", "cam.roll_deg = -1.916219" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "With the camera object we can project 3D world points (**space** coordinate system, in meters) to the 2D image pixels (**image** coordinate system, in pixels)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 2807.03150016, 10239.20837453])" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cam.imageFromSpace([3.17, 8, 0])" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "The routines take lists and 1D numpy arrays or, to transform multiple points at once, stacked lists or 2D numpy arrays. As the calculations are internally handled as vectorized numpy calculations, transforming multiple points in one go is advantagous. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 2807.03150016, 10239.20837453],\n", " [ 2833.09367445, 8187.05449921],\n", " [ 2861.32478822, 8888.15694679],\n", " [ 2888.29025648, 7032.51227791]])" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cam.imageFromSpace([[3.17, 8, 0],\n", " [3.17, 8, 10],\n", " [4.12, 10, 0],\n", " [4.12, 10, 10]])" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "Or the other way around, from **image** to **space**. This transformation is not unique, as the information on how far the object was away from the camera is lost when transforming from **space** to the **image**. Therefore, an additional constraint has to be supplied when performing this back-transformation. The default is to require :math:`Z=0`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 36.26041556, 145.50056995, 0. ])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cam.spaceFromImage([2445, 1569])" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([10. , 40.12655887, 24.64293766])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cam.spaceFromImage([2445, 1569], X=10)" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "Often it is also advantagouse to have a top vie projection of the camera image. This can be done using the :py:meth:`Camera.getTopViewOfImage` method. The extend of the top view in meters can be specified and the resolution (how many pixels per meter). As a convienience, the image can be plotted directly." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "# display a top view of the image\n", "im = plt.imread(\"CameraImage.jpg\")\n", "top_im = cam.getTopViewOfImage(im, [-150, 150, 50, 300], scaling=0.5, do_plot=True)\n", "plt.xlabel(\"x position in m\")\n", "plt.ylabel(\"y position in m\");" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/html" }, "source": [ "
\n", "

Tip

\n", "

\n", " As CameraTransform cannot detect the occlusions, the top view projection is not a real top view, any extended object\n", " will cast a \"projection shadow\" on everything behind it.\n", "

\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fitting" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "This section will cover the basics for estimating the camera parameters from information in the image.\n", "\n", "First we define the camera with a focal length and the image size obtained from a loaded image." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "import cameratransform as ct\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "im = plt.imread(\"CameraImage2.jpg\")\n", "camera = ct.Camera(ct.RectilinearProjection(focallength_px=3863.64, image=im))" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "*CameraTransform* provides different methods to provide the fitting routine with information.\n", "\n", "The camera elevation, tilt (and roll) can be fitted using objects of known height in the image that stand on the Z=0 plane.\n", "We call the :py:meth:`Camera.addObjectHeightInformation` method with the pixel positions of the feed points, head points, the height of the objects, and the standard deviation of the height distribution." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "feet = np.array([[1968.73191418, 2291.89125757], [1650.27266115, 2189.75370951], [1234.42623164, 2300.56639535], [ 927.4853119 , 2098.87724083], [3200.40162013, 1846.79042709], [3385.32781138, 1690.86859965], [2366.55011031, 1446.05084045], [1785.68269333, 1399.83787022], [ 889.30386193, 1508.92532749], [4107.26569943, 2268.17045783], [4271.86353701, 1889.93651518], [4007.93773879, 1615.08452509], [2755.63028039, 1976.00345458], [3356.54352228, 2220.47263494], [ 407.60113016, 1933.74694958], [1192.78987735, 1811.07247163], [1622.31086201, 1707.77946355], [2416.53943619, 1775.68148688], [2056.81514201, 1946.4146027 ], [2945.35225814, 1617.28314118], [1018.41322935, 1499.63957113], [1224.2470045 , 1509.87120351], [1591.81599888, 1532.33339856], [1701.6226147 , 1481.58276189], [1954.61833888, 1405.49985098], [2112.99329583, 1485.54970652], [2523.54106057, 1534.87590467], [2911.95610793, 1448.87104305], [3330.54617013, 1551.64321531], [2418.21276457, 1541.28499777], [1771.1651859 , 1792.70568482], [1859.30409241, 1904.01744759], [2805.02878512, 1881.00463747], [3138.67003071, 1821.05082989], [3355.45215983, 1910.47345815], [ 734.28038607, 1815.69614796], [ 978.36733356, 1896.36507827], [1350.63202232, 1979.38798787], [3650.89052382, 1901.06620751], [3555.47087822, 2332.50027861], [ 865.71688784, 1662.27834394], [1115.89438493, 1664.09341647], [1558.93825646, 1671.02167477], [1783.86089289, 1679.33599881], [2491.01579305, 1707.84219953], [3531.26955813, 1729.08486338], [3539.6318973 , 1776.5766387 ], [4150.36451427, 1840.90968707], [2112.48684812, 1714.78834459], [2234.65444134, 1756.17059266]])\n", "heads = np.array([[1968.45971142, 2238.81171866], [1650.27266115, 2142.33767714], [1233.79698528, 2244.77321846], [ 927.4853119 , 2052.2539967 ], [3199.94718145, 1803.46727222], [3385.32781138, 1662.23146061], [2366.63609066, 1423.52398752], [1785.68269333, 1380.17615549], [ 889.30386193, 1484.13026407], [4107.73533808, 2212.98791584], [4271.86353701, 1852.85753597], [4007.93773879, 1586.36656606], [2755.89171994, 1938.22544024], [3355.91105749, 2162.91833832], [ 407.60113016, 1893.63300333], [1191.97371829, 1777.60995028], [1622.11915337, 1678.63975025], [2416.31761434, 1743.29549618], [2056.67597009, 1910.09072955], [2945.35225814, 1587.22557592], [1018.69818061, 1476.70099517], [1224.55272475, 1490.30510731], [1591.81599888, 1510.72308329], [1701.45016126, 1460.88834824], [1954.734384 , 1385.54008964], [2113.14023137, 1465.41953732], [2523.54106057, 1512.33125811], [2912.08384338, 1428.56110628], [3330.40769371, 1527.40984208], [2418.21276457, 1517.88006678], [1770.94524662, 1761.25436746], [1859.30409241, 1867.88794433], [2804.69006305, 1845.10009734], [3138.33130864, 1788.53351052], [3355.45215983, 1873.21402971], [ 734.49504829, 1780.27688131], [ 978.1022294 , 1853.9484135 ], [1350.32991656, 1938.60371039], [3650.89052382, 1863.97713098], [3556.44897343, 2278.37901052], [ 865.41437575, 1633.53969555], [1115.59187284, 1640.49747358], [1558.06918395, 1647.12218082], [1783.86089289, 1652.74740383], [2491.20950909, 1677.42878081], [3531.11177814, 1696.89774656], [3539.47411732, 1745.49398176], [4150.01023142, 1803.35570469], [2112.84669376, 1684.92115685], [2234.65444134, 1724.86402238]])\n", "\n", "camera.addObjectHeightInformation(feet, heads, 0.75, 0.03)" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "If a horizon is visible in the image, it can also be used to fit elevation, tilt (and roll) of the camera. Therefore, we call the :py:meth:`Camera.addHorizonInformation` method with the pixel positions of points on the horizon and an uncertaintiy value how many pixels we expect horizon to deviate from the position we provided." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "horizon = np.array([[418.2195998, 880.253216], [3062.54424509, 820.94125636]])\n", "camera.addHorizonInformation(horizon, uncertainty=10)" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "If we know the gps positions of landmarks in the image we can also use them to obtain camera parameters. These also allow to fit the heading angle of the camera. But for gps positions to be meaningful, we have to set the gps position of the camera first (they could also be fitted, if they are unknown).\n", "\n", "We call the method :py:meth:`Camera.addLandmarkInformation` and provide the pixel coordinates of the landmarks in the image, the positions of these landmarks in the **space** coordinate system, and an uncertainity value, here we use ±3m for latitude and longitude and ±5m for the height information of the landmarks." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "camera.setGPSpos(\"66°39'53.4\\\"S 140°00'34.8\\\"\")\n", "\n", "lm_points_px = np.array([[2091.300935, 892.072126], [2935.904577, 824.364956]])\n", "lm_points_gps = ct.gpsFromString([(\"66°39'56.12862''S 140°01'20.39562''\", 13.769),\n", " (\"66°39'58.73922''S 140°01'09.55709''\", 21.143)])\n", "lm_points_space = camera.spaceFromGPS(lm_points_gps)\n", "\n", "camera.addLandmarkInformation(lm_points_px, lm_points_space, [3, 3, 5])" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "*CameraTransform* stores all these information and creates a log probability value from all information. This log probability can now be used to estimate the camera parameters using metropolis sampling (:py:meth:`Camera.metropolis`).\n", "\n", "The sampling uses pymc2 statistical objects for the parameters. The parameters need to have the names that the different parts of the camera use. For reference see the chapters on Lens Distortion, Projections, Spacial Orientation, and GPS position." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 10000/10000 [00:39<00:00, 255.79it/s, acc_rate=0.128, factor=0.0266]" ] }, { "name": "stdout", "output_type": "stream", "text": [ " elevation_m tilt_deg heading_deg roll_deg probability\n", "0 21.665337 81.346279 101.617372 -2.281913 -18238.261616\n", "1 21.651165 81.354980 101.634098 -2.254086 -18233.284405\n", "2 21.651165 81.354980 101.634098 -2.254086 -18233.284405\n", "3 21.651165 81.354980 101.634098 -2.254086 -18233.284405\n", "4 21.651165 81.354980 101.634098 -2.254086 -18233.284405\n", "... ... ... ... ... ...\n", "8994 20.693984 81.475563 101.621223 -2.330351 -18213.063424\n", "8995 20.693984 81.475563 101.621223 -2.330351 -18213.063424\n", "8996 20.693984 81.475563 101.621223 -2.330351 -18213.063424\n", "8997 20.693984 81.475563 101.621223 -2.330351 -18213.063424\n", "8998 20.693984 81.475563 101.621223 -2.330351 -18213.063424\n", "\n", "[8999 rows x 5 columns]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "trace = camera.metropolis([\n", " ct.FitParameter(\"elevation_m\", lower=0, upper=100, value=20),\n", " ct.FitParameter(\"tilt_deg\", lower=0, upper=180, value=80),\n", " ct.FitParameter(\"heading_deg\", lower=-180, upper=180, value=90),\n", " ct.FitParameter(\"roll_deg\", lower=-180, upper=180, value=0)\n", " ], iterations=1e4)" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "The camera internally stores the trace object and can plot it (:py:meth:`Camera.plotTrace`). The trace plot show on the left side the estimated probability distribution for every parameter and on the right side the trace through the sampling space. The sampler provided a good result if the traces fluctuate uncorrelatedly around their central value." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "camera.plotTrace()\n", "plt.tight_layout()" ] }, { "cell_type": "raw", "metadata": { "raw_mimetype": "text/restructuredtext" }, "source": [ "For a visial estimate how correct the most probable value destribes the provided information, the method :py:meth:`Camera.plotFitInformation` can be used. It takes the source image as an argument and uses the stored fit information plot plot all data." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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