{ "cells": [ { "cell_type": "code", "execution_count": 56, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "<< back to chapter content

Last updated: 11/11/2015

\n", " show/hide source code\n", " " ], "text/plain": [ "" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%matplotlib inline\n", "import sys\n", "sys.path.insert(0,'..')\n", "from IPython.display import HTML,Image,SVG,YouTubeVideo\n", "from helpers import header\n", "\n", "HTML(header())" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "# Image sources" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Passive vs active imaging\n", "\n", "* the object is the source of photon (SPECT, stars,...)\n", "* the object reflects/react to light given by a external source (flash, fluorescence)\n", "* the object is traversed by the ligh and diffuses/asborbes it (X-ray)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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JHruJCnihRPAkVXDOnDlvvPGGpy9L8C9bt24dO3asmwd30zAM+Vn2gpfmvDR2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\niqI4c+ZMlmUXL14cGRnpzine5QdIfS8uE0GYGjz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"text/plain": [ "" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://homepages.ulb.ac.be/~odebeir/data/trans_reflect.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Object as a source\n", "Nuclear imaging is a good example of the first setup, here an injection of radio-tracer will accumulates to some region of interset (due to specific biochemical affinity). The following example shows how the radio-tracer identifies bone metastasis of a prostate cancer using a gamma camera." ] }, { "cell_type": "code", "execution_count": 58, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/a/ae/Prostate-mets-102.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File:Prostate-mets-102.jpg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The source can also be the result of an external exitation i.e. an absorbtion and a re-emission of an other photon (fluorescence).\n", "\n", "Fluorescence lymphography is an example of imaging using an external exitation, here, infrared light is used to exite fluorophore injected in the lymph system. Fluorophore can in turn re-emit infrared (at a longer wavelength). By using adapted filter, one can observe the lymph displacement inside the lymph network (close to the skin surface)." ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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E316Xrxhpv2wzLo+13Kf5+C4+y3iBOySsHWm+bfq0iSDfWvyKWAJ86Y233vgT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\noMfGgr1AHHKqo3ECnYj1OcRZ77jZcqp/ys8H1abfQzXBmtSrWRY7c32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RLvL2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\ngZ+0hma7MT7YPtfe2SBOKBZ3y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"text/plain": [ "" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://homepages.ulb.ac.be/~odebeir/data/fluoroscopy.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "J.P.Belgrado" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An other example, where fluorescence is used: the fluorescence microscopy." ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "collapsed": true }, "outputs": [], "source": [ "#add example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Object reflects / diffuses the light from an external source\n", "This is the more common acquisition setup, external light source flood the scene with visible photons that are reflected by the objects, these photons are then acquired by a sensor.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Object attenuates the source\n", "Source and sensor can be placed on both side of the object being imaged, a good example is the X-Ray imaging, where a X-Ray source project photon trough a patient, these photon interact with the matter in such a way that tissue density and composition (bones vs soft tissues) can give a contrast variation at the sensor level.\n", "\n" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://farm6.staticflickr.com/5127/5327224133_bf0f021a1b_m_d.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[image source](https://www.flickr.com/photos/tracemeek/5327224133)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Direct image acquisition" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CCD - coupled charge device" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Charges are liberated by light interaction with the semiconductor inside photoactive region, for each pixel of the sensor grid. In order to digitize the amount of charges (proportinal to light captured, CCD devices will move the charges along the substrate up to a charge to voltage converter.\n", "\n", "Coupled Charge Device uses electrode potentials to move charges inside silicium substrate as illustrated bellow." ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(url='https://upload.wikimedia.org/wikipedia/commons/6/66/CCD_charge_transfer_animation.gif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File:CCD_charge_transfer_animation.gif)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Image sensor can have essentially two types of geometry: \n", "\n", "* linear: typically used when the sensor is translated (flatbed scanner, but also bank note scanner, satellite, photo finish)\n", "* rectangular: almost every other camera\n", "\n", "In order to move charges along the dimensions of the CCD sensor, charges are moved along each image line, a perpendicular buffer is the used to discharge all these pixels in column into an amplifier that transform each charge into a voltage. The voltage is then converted by an ADC circuit. \n", "\n", "Because all the pixels charges are compared using the same circuit, the CCD sensor provide a very constant specification on the complete sensor. The other main advantage of the sensor is the coverage factor of the sensor (the ratio between the sensor surface and the total pixel surface), almost the surface is devoted to light acquisition (no extra circuitry needed)." ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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23guf7Q6iWPVxqY3F+z4xjGf4f1zzXRX32zxDrXhLQfEbvFbS2ZmuE8zH2iYb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\nT7EZFUfENh/anhzUrEfentnRfZipwfzxWT8O7/8AtDwHpUn8UUXkEemwl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"text/plain": [ "" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/9/98/Ccd_schematic.JPG')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File%3ACcd_schematic.JPG)" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/thumb/3/30/CCD_line_sensor.JPG/320px-CCD_line_sensor.JPG')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Linear CCD sensor.\n", "[wikimedia commons](https://commons.wikimedia.org/wiki/File:CCD_line_sensor.JPG)" ] }, { "cell_type": "code", "execution_count": 65, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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fG+Bnbm2ldrNlHD1Haau9PsoNDs51uaEMdv6+vYI/642GM13ce6nCHbTUxuf5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"text/plain": [ "" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/1/17/CCD_in_camera.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "CCD line sensor in a ceramic dual in-line package. \n", "[wikimedia commons](https://commons.wikimedia.org/wiki/File:CCD_in_camera.jpg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CMOS\n", "\n", "The CMOS technology embeds a photo-detector and a charge amplifier for each sensor pixel, the voltage being then transmitted by electrical conductors.\n", "\n", "This strategy enables a greater variety of sensor usage, e.g. adressing a part of the senor (for low resolution and higher speed).\n", "\n", "Because the conversion is done separately for each pixels, no charge shifting is needed, but discrepency between charge amplifier may exist, giving unequal pixel sensitivity and noise." ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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CAEgkovI/12RKhQIKhRwSiVC3dkolAEAsKrXS9f+BJZKVyaFSQefzUSIur5TG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\nY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"text/plain": [ "" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/thumb/c/c0/CMOS_Image_Sensor_Mechanism_Illustration.svg/500px-CMOS_Image_Sensor_Mechanism_Illustration.svg.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File:CMOS_Image_Sensor_Mechanism_Illustration.svg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###CMOS vs CCD\n", "\n", "| feature | CDD | CMOS |\n", "|---------------------|-----------------|----------|\n", "| Signal out of pixel | Electron packet | Voltage |\n", "| Fill factor | high | moderate |\n", "| Amplifier mismatch | none | moderate |\n", "| Noise | low | moderate |\n", "| system complexity | high | low |\n", "| sensor complexity | low | high |\n", "| dynamic range | high | moderate |\n", "| uniformity | high | moderate |\n", "| speed | moderate | high |\n", "\n", "\n", "CMOS + CDD : high sensitivity to near infrared, therefore, most of the sensors are equiped with a NIR filter. " ] }, { "cell_type": "code", "execution_count": 67, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 67, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(url='https://upload.wikimedia.org/wikipedia/commons/thumb/4/41/Response_silicon_photodiode.svg/544px-Response_silicon_photodiode.svg.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://upload.wikimedia.org/wikipedia/commons/thumb/4/41/Response_silicon_photodiode.svg/544px-Response_silicon_photodiode.svg.png)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "### Multispectral acquisition\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Color acquisition is done by acquiring several images at different wavelength, one common (and cheap) approach is to cover sensors pixels by colored dyes (red, green and blue). The figure above illustrated such filters (bayer), where on each 2x2 pixel square, one pixel is sensitive to the red part of the spectrum, one to the blue part of the spectrum, and finally 2 pixels sensitive to the green part of the spectrum.\n", "\n", "The choice of duplicating green is done for symetry purposes and also because the intensity sensitivity of the eye (see rods) is correlated to the green part of the spectrum." ] }, { "cell_type": "code", "execution_count": 68, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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ctRJf/3WEzgC2pBP9eI8nGUg+Go//vxoo7GBg1wQZroUar8Ry6kWExKkmxq90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\n6oKDg6nNmzcLJ3MesIO5c+f6zZ07V1hbW2toamoi1qxZEzSWYa9KpSI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"text/plain": [ "" ] }, "execution_count": 68, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/thumb/3/37/Bayer_pattern_on_sensor.svg/320px-Bayer_pattern_on_sensor.svg.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wiki commons](https://en.wikipedia.org/wiki/Bayer_filter#/media/File:Bayer_pattern_on_sensor.svg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One limitation of the dye approach is the resolution limitation, indeed the image resolution is divided by 4.\n", "\n", "The other method used is based on three CCD coupled on the same optical axis and having three different dyes (red, green, blue) as illustrated bellow." ] }, { "cell_type": "code", "execution_count": 69, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 69, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/thumb/e/ef/Dichroic-prism.svg/200px-Dichroic-prism.svg.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File:Dichroic-prism.svg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The big advantage of this approach is to keep the sensor native resolution for each color channel.\n", "\n", "The number of spectral bands can be higher that three, for example satellite imagery offers many wavelength inside but also next to it (UV and near-IR).\n", "\n", "Quick-bird (envionemental imagery, pixel = 0.65m)\n", "* Pan: 450-900 nm\n", "* Blue: 450-520 nm\n", "* Green: 520-600 nm\n", "* Red: 630-690 nm\n", "* Near IR: 760-900 nm\n", "\n", "IKONOS (commercial earth observation satellite)\n", "\n", "resolution\n", "\n", "* 0.8 m panchromatic (1-m PAN)\n", "* 4-meter multispectral (4-m MS)\n", "\n", "spectrum\n", "\n", "* Blue: 0.445–0.516 µm\n", "* Green: 0.506–0.595 µm\n", "* Red: 0.632–0.698 µm\n", "* Near IR: 0.757–0.853 µm\n", "\n", "Landsat 8 (American Earth observation satellite)\n", "\n", "* Band 1 - Coastal / Aerosol\t0.433 - 0.453 µm\t30 m\n", "* Band 2 - Blue\t0.450 - 0.515 µm\t30 m\n", "* Band 3 - Green\t0.525 - 0.600 µm\t30 m\n", "* Band 4 - Red\t0.630 - 0.680 µm\t30 m\n", "* Band 5 - Near Infrared\t0.845 - 0.885 µm\t30 m\n", "* Band 6 - Short Wavelength Infrared\t1.560 - 1.660 µm\t30 m\n", "* Band 7 - Short Wavelength Infrared\t2.100 - 2.300 µm\t30 m\n", "* Band 8 - Panchromatic\t0.500 - 0.680 µm\t15 m\n", "* Band 9 - Cirrus\t1.360 - 1.390 µm\t30 m\n", "\n", "AVIRIS - airborne visible/infrared imaging spectrometer \n", "* four linear spectrometers (614-pixel wide) / 224 adjacent spectral bands." ] }, { "cell_type": "code", "execution_count": 70, "metadata": { "collapsed": false }, "outputs": [ { "data": { 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Xbd7w3GlX2s6vHZEXKvdalOsAmI3uWAalCa8Vbr3GZ/8ALuu4I4bEbNCMYAn+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\n8XADGFnijz32FA9Amv5lalbeZ/y91g6hYTRWlk6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lPTKc2tOCBhMX4m36XF0Gunos8cXK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\nQ37VGzotT7D6eWaskLv8fe6CPbOWB4M3Tu/BfbH5U+c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"text/plain": [ "" ] }, "execution_count": 70, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/4/48/HyperspectralCube.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File:HyperspectralCube.jpg)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "### Depth acquisition\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Depth imaging is traditionnaly used in stereo application, such for robot vision.\n", "Recently depth sensor became widely available thanks to game applications.The main technologies used are:\n", "* stereovision \n", "* laser triangulation\n", "* structured light projection\n", "* Time-Of-Flight (TOF) imaging\n", "\n", "The information provided by these sensors is of two types: a rgb image of the scene, and a depth estimation (usually at a coarser resolution).\n", "\n", "example of a high resolution laser triangulation scanner:" ] }, { "cell_type": "code", "execution_count": 71, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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bqKF4w4oAHKyJR8UOAREYD5HBlpzicMpb0uQH42H0ph5HAmzVGqOFDgnEogfi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L/+Gc99xvtb7Ye5mx/lejQP1XEd1wdSV+tqM28WbmDESbyz9c68OyRVNcIs72cqZp59g6jAGQ3S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b2lijVt4hjCLVct/Gw2cCOSW16A4WhAOTZ3MQaEIAGMABMmhhgtt6ujXqfYFp7MBiNuoh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\n59prx2pkLNxrmav2ox0sbX82V9Z5hPhQQXpwsNMN+/PFjBEZA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JG7P/TwQ1/84hf7WZ/u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2ZG7L2+Sz98O1JHtkxR3fjtrDF0dLEzY8eOHXvPNb95CY9E/uGX/u/f/K3fHDZ6ny4uL3ub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\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klWLBM+EJGCQjWma9uXKN80sw8ZqcBiaGe5g5i+h2kwtHjARYuZzgQqBiUBFG75G5WheI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\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NObr5KHfw3u8cy9lUsdOh/0XQFKaCrLqaifMS3ifkDykmpe8l7+OfKE1XBZfBot91pNd6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eusIzQg0rbpYogSVQiFkgnICbqSnImpNSal0gdRA5nICJQJupwCSiFFJVAwMJslwaCmRlhZnr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FjXx2VEgzNyBUuhCkLZ9NCkgMy5UFItc869Z/ZeCTJl6j0LPZe+fnIDsF/203T+7MP33/7s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\nAwWpRCcBoRzOCCE1q5t0f3r//jli3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"text/plain": [ "" ] }, "execution_count": 71, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://homepages.ulb.ac.be/~odebeir/data/scanner.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When high speed is needed, structured light may be a solution.\n", "\n", "For example, the first generation of the Kinect sensor uses the principe of structured light projection, a pseudo-random pattern is projected in the near-infrared spectrum(i.e. invible to human eye) and acquired by a IR sensitive camera. The depth image is produced with a video framerate compatible with gaming." ] }, { "cell_type": "code", "execution_count": 72, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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kkcGvIm9aAOZc8Ml4ThpViorRXJZd7fjKUzkdkdtYjIBDMTinUALGBeDNB8uA\nfGaNsaGMxQ+jNEsnO+98qmSWYmqkGab/LwnKDekOVVpJfRh8hwuOxBHjYeOIclZ45nFA6Iyf+BzD\nMOS9fv/4Z7/0BfyCZY3pAocheOz2KBpRvbYMMMq4pFHW495VJGgIKPOfV2UF0r4qUhTdwvHcpRjM\nPM8DazUxf/xquLatE5QNuYqZD61ye79IskQOXXcSW6ur2N3aSjM8Xly5onEKUmKkziq1tMIQvV4P\njuPiwPwB2NxOzzyVOpiSHAWASTDGMDc7D8YYdrudfOrgiLP2PQ8Dz8N0ewoL8wdiMh4lucpJMKPm\n1uG6LnZ7u+h0dvJVaAzAqQqMjXXPtY7NyCdONzL97Q0rbTQNgczBV8rYFgupdQq5CkqllmXudqth\naY0BmLnfc+CWAappmas4cpFLuxxObzTohZxVnAfkIgctS4BV5Tw5ShQkMMCPRtJP+WukIGVGh4Vh\niO7u7lVKKbr38/eosQBQCgHJmMq4u9GVdk1Q2ysCu/9FrXI83WiwHA0Ce1YLVuMnzesdJooihEKg\nvbCA9tQUWLI4Y/MZuYo3iggc8Q0WUkLqnVQqsJqLwydPYPcrD5aeT7EoQCYSVyUaS4x9/Yubl8lp\n9vt9SCkxNzsfp+4lu7aUUaGCj0rXv7YoGDHMzMwijEL4vpekCVbfD9/30e/30Ww0MT+3kG0Cpk1L\nBmAk1j4jjqnWNIgIOzvbo3uVVATINMVDw3IGA+hK6vSlJoxhAemKKIV7N5IiMqsrvQyjaOEWllKJ\nq6sq30iN+JmjNAp9WYobkEzkMmmQrwCk0qAeskIjxnEGgKJQnHeIwiOWluqLhEB/MDj81Be+6Fw6\nddofCwA5Y3DibARl7qpKqbFuaNWCK7P8xgPE/ZHYw4scI4SV+zmPYasx8H1IYqjNz8GyeFbiJ33o\nLO84GjdTr8MiQt8foOt5UMQAim9s6+BB1BpN+IP+UE20sgybUde+GPjZy7It/t33ffi+j1ZrCo16\nI3WvdZ4u5zyVL0ghoBCT2ly7GaTAOMfszBxWVi8lBSBY6SITCdgSEWZn51PLL7+YMgs6+107X4RW\ns40ojNDvd1MaYZwNd88GUBivnzMZ+tS9lBAvthPffqRLZU2Yxp/fJpVUzNAYUcuvyvRQ+eIXqoxr\nzlnFGKImYABmkSbI8YuJMTDwfex2OhBCwA+ChYcff7zW9/3xAHBmahrzU1Oy5rpiVIeycQIjedDM\nSyqG3ehygrTKShlPA0iVXGI5WFY34ClzmYIggLJt2K4bV5opbZgbR7dqrovpZgs2Y2g4DgIRwQ8F\nhFIgBdg1F7MHF3DpzNlEa1kkg/c7kcfbmIrHSCnh+z6klGi32olmDemuyi0rzTaIoiiNKkZJypht\nO7B4HHG0bQfNRgu9frd8fgBxLm4YYnp6BnW3lpQzMxpOUZZ5oxKuUEs/9DVmxDA1NQXPG0BKmSsU\nsR8JTM6qKdS32+/GO85xVV5JNtf2JwMb9s5y3UX3nCtl5eZGGzL5YzL3Nh8koSFhaMaDGilUmZlK\nI6xTVQgqmXSC/q6Mwfe8WDEgxXR30G8KpXbGAkDHtdFsNpTFLamTz3kFkT1OnwTTVcqudb6PxCjr\nZi+Xt4pHpCTgMGqxV2WiVO3gxd1GSgUwFqdeKRhVpvU3SqQeiEuJWY4DJymaYHMLfigSEWm84GrT\nU0n6lKoUmo8jeRmlh9yLppBSIgwC8DgYln7frLKMSgoVRCCKXfEwjAvAcpvDLA9PAJqNJna7nUox\ntAbbVqOZ1pQzrQFdGQZQUDaHPT8LJiTkThcsmexKKVjcRrPVQqezM5RWud9NA4XqzC9O8fDigHOU\ntb7f72RUbRuLgy8Dm+yelUWBS+RllHRBhkmS5mVqIJV5Rzm6Pwsracpj6BxNGZACFMUSGTO6rdMx\nFRSCMGxsbW41dK74ngDYaraxeGhRua4bRkLA8zzYllWIWMlU06VL0YtUlJrfArKev8wIXQ8r1k2d\nU9FiHDVxilwL7aP71TDHNubESPYmzpmR8ym18CWLpMUqBegMkVAIOJSIes0S67rKNbGx3NUyQFNK\nYTAYQEQirjjj2KXWq1KjF7HW2bm1ei4QoZRMwUZJBSkUQLEVLCMJntRqY5zH3yWZ8I7jgHNryA3W\nkhXf98AYh+PUUo4nLhYRX1HdVyOCwMx1V+P4W/8Gth55CN2LF9Ff3Y0/N+GJG/UGdjudF9V5cBxL\neS+3cb889159P4ob9H546nE+b8/3GmoSX/Z7iaVa8fcMQKlU56tzhUulablYWB4ki9ar7mUjIwER\nCbc3GNRE4q3sCYDt2Rnc9KpXiXq97islsbG+jl63m5yszKoK54jKYu9aGmrYY4a5005dRigtfV4H\nX4wcSUYsLc1k7jqm9CPtD6FzQ3Wq0lA5p3zhhRevaYz/LQIfYeBDKAWm8uCnkv8JpRAEPjY7O/Dd\nGoLAQxBFuSof6QSAGvnZVWCtlII38GBZNsIggG1bFYtJjWZbjRxWGipzroMQ8UPJuLeKlBKKADfZ\n5NLbKyWQaLRyO7ABtmEYoV5zkjmD9Lrpz0xfZ8eVTKy1s7iibWP94By8rT6UL7SXHN97iw+5weX3\n2QywjXZF97Yah7tyKaXgOE5WsxCx2F0KCW7F1XqElPA9P003K3JbZqAmoyhUWhBWGscVKxkVXdWq\n514a31geoNTRc1MIUZbkAJTrUkvBmRKZvBp28/Mcf5auKEUEqaQT+n49DMMxLcDZWUxddUTUarVd\nTgxhJNJJmPUSiDkY23LiEkxmug+KBOzwxCvr9WGmTZnl26UUiGQ0Qtg6TNCm6UasPOVHE/a5QqcW\nN3r9ljf1Kd58zjlE34e320UYCViMx1GupPiBQiwVCRProNvvoe8NkqrKZp+Q2KcQYZi7NsUMmr2s\nWbfmQglVkkY0nutn3ru4BJTMqfCzIhhx9gYYUKvXIFwJ27Jh2zH4puXREw5UqZhDZMhbgEqqrAKL\nKcxOghvK2PllKBB0dtHxPDjNKexc2oEQElx3PEhew7mNKBqUFozdT8R/rxJRlZ6B0Qb08KFDmJmb\nxyOPfA3NRgO33nYbHn3kEXznd3wH5hcOYDDw8Mxzz+LRRx9BGAQ4fvVx3H777djZ7eCxRx/DzvYW\n5hcOYHn5EpRSaDaaIM7Q3d0FABxYOIC5+Xmsra1ha2sLgEKr2cLM7CwuX74M3/cAAPV6Ha5bQ6ez\nkyuSO941GG35lqpEDD6wHAOGxdFVabVF/eWwjKucw9R9VJRUtu/7dd/zxgPAZrsFAFG73b5s2xbs\nmot2q12IBJcHGQxlwEhZCg1VxmB71EHdq0SW0U5TyVw1F/P34SwBo8tWLh+TJ6WdbDBGSXknK3Hn\nMp2eZduQYYje+jr6/T5c2wZpiiDpTwLFwGQMAKFUIBKpmSNlVomZQBD9/tjBjLLRaDRKLZdRQZ+q\nf8fVPkSahcFYnGvp2E7s/ie0COccdcuC6zrwBoO4MxuLeU1OmfuvCg5MqhIiQ4uWtJ+klErQloSC\nioDeygZWZlZRu+JKeN0eEAgQ4yi2mFSFRj774ZTHkRFVRdiLRXcvXrqEa665BkePXY2rrjiMbq+H\nwA9Qc2v4zF2fRXdnB7fccgtuuulmrK+u4jWveQ2efvopiCjCt77+dXjyqadx/NhRBGGIrY11vOEN\nb8BTzzyN3U4HMzMzuOOOO7C6uoorjxzB088+i87WJt7+trchCAMI+S144CsPgAN429vfDqWA5dVV\nPPzQQxBRWAlMZQBVEYfYg7ffq4cMlepziqA7DLBl5bSGs7uMsmQWEdWicV1grfH6yX/0jy+221Pw\nAj9n6hdT2HJCzyG/vqpVZDG+VtZ6soqOKK8mU8GVFlJ1VFpkNZ86ZRS5FAK+H2Aw8IYWiW3bqNVq\nqNVcOE5c/44zhs7KKnY2N9FutRIal6CQWE9KQSUWpTR0YkNltgIPmysrSR+RFx/5G1fqUwV+upq1\nLuBZq9VS91KFsdtuWRYYxf1OdI5o4AcAYhpCy8AJzIges2G9WHI94iZRAlbi3mX12eMK3WEYwLFt\nCE9ALa/BCjxEq1tGmalsEYVh+CJ7Nuev5eiSYYRiN78yazESAg8//DDec+edWLu8ji898ACuOnIl\nZuZmcXjxMDqNJlqtNnZ7fVx//XX46sMP4fSpUwCA3U4Ht9x2Ox7+6ldx6y23wPc87HR2sHLpUuxO\nM4avPPgVLJ0/jxPXXIsrr7wS6tAhrKyt4eyZM5idmcHc7ByOHjmCJ596GmdOn8Ltt96GEydP4Omn\nnhqrgXsmM6EC9TS6rl81eJWv1Sr3eFiaU1VeLw/W+c1KEhHZMhozCCKlxN/6ru9Bza2dn5maEqsb\nGzwMwyHTM5+nV43EZf0KxgvHFxcooVheOytQWsXtDO8wefeQ4Dj2EC+SijENS1EDZRCEGAwGKcfj\nui76m1tYO38eU3OzmGtPgxBzYkpS3GBJKchCLmVa6irZOfqX17CztQ3bcWPKQalcU/G9yOu9qu+M\nHRBicbOqgeeh3++h3ZoCY3HVD8dxEIUBHF6D7di5wq/EKbYakwR43WpRRgJCRrBZbegzdWXrIAgx\n8AZwHQeMkqIQhlVnWQ6EiGBbNvytPsKtQdIzhhUIptjapIJqYZRMaxw93KjjR0ml9OyzLSuVaszP\nzaJRb+CKKw7j4MI8Dhw8iDNnz6G5uIhet5s07gI2t7bQqNexvrmByPdww80347/9zm+n9+ryxgY4\nY3jrm9+ME9ddj7vv+Txuv/kWTM3NYWF+Hv3BAE88/jimZ6bx8GOPIowiLC2dx3U33oinn3p63679\nXtegnJ8ea+su8fKqPr+84ESZ9WgETwggJqQcDwDf8pa34Gd/7Mfh2vaS67p9zllb99gtNz/3E3mi\nCheYSnYXhXwPAFWRQ1iUq5IBgvrGqIrE76I0JyvFxTlicXOpVCTmJrW14Touos0O1i4twznmoF1v\npFwg002oS88tYQl9H+cefwLb2zsIkmbvUEh5yrxlki9LpaswmzxnMVpvdgFDRXkj8zNqtRo6nQ52\nd2NXi/MWoCgROisEvhfr/ZK6eUSUVHuRabSX83jR9wY9SKmGimro4JZtO/A8D/1eF+1WG0ib3yRC\nZAZwioudqkTzl7YIoHyrpyipcuw6TqU8aHzJyhhKAFVNVSilYFsWvvX1r8fn77kHczOzuPHmm/D4\nE0/g2hMncPfdn8f65TUcO3oUt7/6NdjpdNBqt3Hp0iVQ0n1Qqlge1J6exsWlJRy58iqcOfUCQIRD\nBw6i2+/h6WefxcDzcHhxEY7j4IknnsAjX3sY1508iZPXXZc7Yz8I4CaUBmBad9XfuWq95UXSVOkN\nFvWIeeswR4igOour/P2qaDOzGn0SjiQ5LgACwOEjV4BzfqlWczc45+1hZN774u3NIZjvIUt3hTzg\n0QgOMe8eDwcNyIi0DROmOoqcvX91r4QYeGLwcRwnbqgehahbNpxugJWLF0FHjqBRb8TclVnKPrkh\nabQTBCYFLj3xOJaXLiLUwuJECC2SYpClOZhASWVqDAUZso50RgVm3S/W1sU/eVrs1rZt2I4Nx3XQ\n2e1ga3sLrlODRQ6gFGwrLnAQJL0t4nJK2hONXVaegJVUEltbm+CMxQUsk/LuaW9bigXinY7Czu4O\nZmZm0Wy2UkCLe5XEZcSyUknMSAeUSQAkHr1+D1EUoVZzC9bBsMs6TjXsURg5Sk6kgfbY0aPY7fXw\nwqlTcB0Hb3jDGzAzOwtGhDe96U3o93qYmprC8soKls6ewatf+zp0d7sgKNx66604f/48brvtNjz9\n3HNYvXQJb7rjDmxubGBraxNHr7oSXc/HU08+Cce28apbb8Xy6mrcKCrOgcWhK46gu9tFs9nCxuXL\nqNfq6A8GuYruoy27IugNZ4pUe34o8daGq9IMW5hVFYtGeXkYotB0qbUkz4AJtQ8AbE9NYarVulx3\naxctbl1d1t2pXD83uty6afHlG6WgghDNVy0pK/MzXkcrOYaLKFDskDbcu8S0VLPKFpZtw+91UN+p\no+E4WD6/hNmDC5huT8G27Fg1kvBaadUQxqD6fVx48kmcfvpZOK6LWr0+VNWlzMzPB310gKfYFCez\nnHWtPH1MEEbwk5JTRCztbqbrq7lu3OPDsmwIKdDZ3cHszDyIrKQptZUGQfSi4Enl4mwDUtje3kSn\n00EQxiWstJqAMZZwqTXUXBeO46Db7WJrexO1Wh227aTTgJFR4YSotNajfmxtbcCyuBGBL9lWR8wD\nUy6S6ffVvsQiWQ9qhpXVVZy/cAEEIAhDfPWrXwUxhi988S+wuHgYnHMsLy/j1OlTCIMAX3v4Ibzq\n5pswNT2Nc0tLOH3qFK46ehSnT52CEAJPP/UUDh8+jK3NDTz7/PO47bbbcPNNN+HQ4iE8+/zz2Nnc\nxO2vfg1mptqYn5vHw48+AkQRrj1xAnPT07j6+HE8/uSTI+VVmvYxe6eoIbqpyMmpkdZeWaC0rEtk\n/hhzDZTTEfnvoIZK1Rnzg4kKDrB0Nnz2U3+Gd37Xd7J/8IM/9F8eevzxv+/5/lAdsXGLEYwKaowh\nRB9Sn5eVt9qb5B51HJWec5l1qfud5CsXU65oRL01jfrUDETDRWNuGq3pKTQaDTiuC5ZUkEEk0Lu8\nhnOPPYbtja34b4Uy88OUQfXtq4rKV12Dsh4kWgCt20cqpVCr1XD06LGkyxkwMz0Ly7Ky751Ezs0b\nrbnN3W4HZ8+dQbfbRb8/KGyUMgVox7HRbDYRhiHaU1OYnZ7B/NyBxPXPmjgVpUlmuSilJDY217G8\nciltZVnMXR8W3ZsVnCnXazYWt6tcBWJdZbnYSKnYyTDNgjGuixbLi6R1ZtboXiUcZ9xIPBICYbIx\nsdRKt5NMrLjsvIgieJ4Hzi00G/WEayWEYQgQod1s4uDBg+h0u1hfXweUwuzMDI4eO4adTgfnz583\nCgwknevCEEEQ92f2gwBKybjboJ21B2DpBke572g2l9qL+hqHTyz1Ig1ZXfVr8uXwgiCA53lYmJ2N\n7nj9t75/+cLFj3zk058czwK84vjVeOvr3iBf/62vv69Zr/9QEIWWTvMqmqfl4KIqqjMXeQCzDE5+\n4eflNkA2n6hSfDra8qQRgDzMR2ZR77KASr5OWaatIvQ6W+h1tjE1uwAODiksdHcGaDSbEGEIEQTo\nbVzG0gvPIYqiOGUnKQS6V0SsKuBBQ9VyMTKVTvOHZe9RzAi5fPkyrrzyShABm1sbac0/i/NYmJpL\nkYtLfG1uruPSpYuQSqJWq6PRaCYGHEsj8VEUIgjiRuq9Xg/NRhNzs3MAgM3tDczOzMG2nNICsXmB\nLLC9s4WV1WX0ej10u920Us7wvVYlgbzy65iTf1MVf50X+qdNk1jWuD7daNLEASMRwORDdZZNQdys\nRf2az4oMXa5ZB1FTGytEeO755xMdbHwOa2trOH3mTEzZKJW04gzTLm9hFOb60ORpI6NSM5CCIE/b\np7JcF8IYIHnaU0V7BboFQCx4Z7n+1pWBvNJk5qwIhiooScqK4yqplIgEov1wgDfdcAP+7S/+K7iu\n86WZ55+/0B0MrmaV+cAo7b87qpJJNd+gKvR/JqBWmcW0h94oL+PJg0OVpVUW9aZSIMzOjwNQ6HU2\noSIf7e4O6vU6+hscYRii3+9ht7OTTGA7XRBlfVHHzX+uPl/kuFoqKdZQ1YyIMZZwnBIXLixhenoG\ntVoNG1vrcLoOGvXYqrWSDm4KCiKKcHl9Desb63AcBzWnNqLJVT0HtFEUYXNjA0euPAKLW9je3kSz\n0Ua93gC3eKkCTMgI6xuXcWn5EnSgrtFo5K5fvDnp1DuZKwCan6P54NQw1ZJvcZnnklXpXKnajKvq\nXppGQrGfdtlGpitnl2V65ME1a1BvWv5FHe3w2lND/LzZlLya+8t7Rho8kes9QrnEg7SZlJE2m/Ww\npvKmTxhOq9W56rq3slRShVEQqf1wgABw/U034D1/+2+deurZZz+5sb39o2EUpaloxXy90Qu0uqiQ\neeNGvZd5w8zXlrlVxVI+5VafquAyyrmL8uq1eXlOEVyUUuj1euj1uqVAVVaHjtKE8L0Foi+FwK+6\nV1mkLA+YRITt7a1UA9hut8EshmYz5ut0u0/P72PgeajX62CMJZaYrARrbTHZtg3bdiClwKVLlzAz\nPYN6o4GtnU10drfRaDThOG7aRyJu0Rphe2cH6+uX02boU1NTpcR+sXtdeUXk8iZSmZA+41uzY9TQ\n/Bx+76o1oUolIGWeVRldNKxzrZaoxLdVVEjWyuRURc+sel2WcaijWbZyb4uovBpNcYMu63iXV0Co\ntIdxUsRFhaGIquZ/JQDe+d6/jZ/+wD8R1508+RuXNzbeeHFl9dUqt8uUAZfKuQf5BU4jXdNyoa6Z\nbpOfHDEXx4ybxVFWnWK4ITuNwUmW91Eom8x5i8GoW2YsCNMaKxPPlp/TXq59dQS+GCioBkcaKeY1\no+haoC2lQqfTQbvdTjvBdXtd7OzsxF3xpDAsjeHzy2vmyjeG7Z1tbCcFTpvNZiwqlxEsOy47ZjsO\nul0/LbZq9kXZS+s4PB8wlp6y6JGVW1BlfUby2lKUVGc250y2kWPIWs23U1AV803ldKZ7NWXKcvnV\nCG4ZpTKz4ncZLr1VtI6regHtFVdApSFS/F3nThMRGvU6GDHFGQtdx90fAALAd3/f9+Lt7/r2Z3/h\nZ37uAwD+r9X19dcHYUDDsoIyM11VikrL3IZywSqNKMiYj/wUwdTkRsq4sXIeiCq5xXH0YHtFbk1g\nKLoLZTKKvaiEMgAupxWGLfYyPdxe4mr97yAIsLGxjvX1yyVgzpDP2yzbDIeb8pjfwwRJz/MABTSa\nDUgVFw/oD/ppGS1K+6wUuw6O9lKquVXCi6lPqhucjwOkL2VUbcbFe5sFusrBKSfGl0bJsWKTKNCQ\n9Tucu4+S15UZC+PpLSubNY0ERZUzktLmSZwp27JEzX0RAPj2d307Lq+s4sDioS/+4s//wvuXLl78\nX1fX1t7THwyOAmjkq7sW83GLbgFKfx9a7Dq5vaRgatFNMc3k0RPO5OyK1h6NtLzGmcjFmodJ98CC\nJjHJH7ZGpVdhxIagKiQGVRZiWfOn4vVXpVZaVUvHMgsrb+mgwjoo9xjybh6V8LzxhtHr99Dr93KT\n29zk9LFaMqUDZfkqK6NF/KYlVGzqM9yDYrhT2Sgd3d6WVBldpIB9lGQt43KrAl178+ajdXgZoKoS\n7r+KVpCFtatK+lQjRz2Y67zMgxo2APJcKGccjJhkhMiqKJJr7XVhDyweAgC86zu/8+zc/Nwv/MnH\n/+Q/nD13/sZIRLc0Gs0bLNs6HASBq6S0Zmbn7Jrr1gaDvusHgTXo961ev29JIfjA83gYhhwAl0JY\nQggrEhGXUnLOOVNKMaUUKRkr+nPuQZLRoDvMlzVfKhNCViVRZyZ/PjOjaG3mXURVqPKztwh8PPEm\nKiLQqHTX9sZkVfqdqy1XVHJSoy3ecgu4esevtpaHQbfavRzmsGjEdx7uG13u2lKplVSM/WVATYXn\nVIl3oUYAYVV5MlVyvfIFcst56r1aw+azqapbXKJ0HRTPv7gZjQus5VTOqPWjKgOlw9WksgpSYRjB\ndmxYFo9qbs3n7EUCoB53vPXNmkm9AODC+vrGZ5rNJjt9+rS7dH6J2Y5NV1xxhLuOY3u+b3kDj3c6\nHb6yssKjKLK63V1LSGlZluUM+n231+vVPc+rBWFYn2pPNYLAb0ZR1JJKNXvdbksBdd/3bd/3HUbk\neL7vhGFQD4PQ8X3f5RZ3CFTjnNcZZ04URg5jZCmAqZgQZFJKLoRIfwfAwjBi2mVRUiWl1YvRMRoi\nvIsFG1TBTJA5oFRDRRiG0/Xyrkmxym45PVDFpdJIIMz3WB3masuAc7jqj16IrHKxVQP/XtH+0aBZ\nZl3szUmVLTqFMlF/EdTLQKIKpEerGaiC69wLJKoiq8U5ooNmewUeUMkRF9NGh6/dMJDv/R3KvILq\n+TIqKDP83WmkAkJ/tzCMwBjB4lbQmmoPwjB6aQBYHAsL81obMPg6cx0McS1Mtry8wjc3N9nS0hK3\nLIt3djr2xsamwzm3e72uW6vXHUBZQRDYQRDYURTa3W7PlVLUojCqO47bjERUY4xZnDGr1+tZlmVx\nzrnl+T63LIuHvs+DMHSUguUHviVEZAVBaAPKct2aHQaBLaV0hBSOiETNsizHsixbAS7n3A6DwBVS\n2FJKK4qEpZTiURjyKIo4CKSU4kqBlJJMycTqhaJhIjzvKpj9FoZ5v/Jd0iTT03JgQiTWdPY5ozg/\nkxcr7vZVFbxHVzqm4tQ2CmeO1vztXTUEI9UGo8j8cajCqqKyowJd5cBevmmUW157UxPV/GCVRTds\n0Zb34xm2gMsCaeWfpyo8Gxqj9/ZeXsdor0dnkDHGYNmW32w2B2OXw3qlDOPiaB2FABB+I89BDTcx\nIQBse7vDNjc2+PmlJR5FEbcti4dRZCulrPW1y/bAGzhEzPI8zwbB3trctHd3d23OueX7vgPAicLQ\nCcOwRpzVhRANxlhDStUYDAYNJaUTBIGroByllBtTDKpu25YDohoROYEf1CIhHEDZURi5kYicKIzs\nKIospSSXUjGKk2lZFEa0sbGNbncXkVETMYvUqhJ3h4b4tqoMiPIAiEkU5PsYZoVrkdeGkZlpkeX8\nktF/OBb88lzBWw3AujzWEFCTGWyiQiBuOGBUbckA46VeqlKOc5SVV+Rm94r0721pD4NolXU9jmVb\nDsJVll61GztixVfwqWXPDycrlL0Xi3PNBwsHDgzG7gkyGaUgbCKE+AYCLwPA1tfX2ekXTnOpFO/1\nelYQhHxtbdXZ2tqyiTFre3Oz5vm+2+l06js7OzUhopoQsu7W3LrFeXPQ708dXlxsDrxBSwjZDsOw\n3e/321LKRiREzfc9VynlcMbcSIg6gWxuWRZjxGzbjqQQ3TCKRBRFJISwpFQ2oCylYAHKkkJyIUVs\n0SabRFz/IQZgqOHItY4eZlXGC9HoQoPwMu5Ii2PTlLZCRRwz2pmBOdLsBWYUZSjqydIsB5aBcZls\naa82rGUdD6ssq71ogmJvF1O6QkmvmTLaoCrBYpQbO1r7Wt1svipAUQx2lOXyV1U+L+uSV1VsJctp\nVmCMo16r9w7MLwy8wJ8A4F9B4JWoVhK/WGAlAOzxx5/kK8sr1srKMl9dXbUti1tCSOf8+fM1z/ed\nRr1uT01P88XFxcixnc7ubkdsbm5hZ2fb8v3AFjKypVSO7/lOt7vr9Pt9y/M9S0llWRa3bcdxHNtp\nCCFavu83hYjqjPFaFEWNIAhmW83md0dSLHDG0/xdx47zgiMpsL6+jgtLS2mFnFqtBs54Wvpe9yXW\n5pPOtdVNtmWSfhZGYZwVIASKGRymBVsqsqWs1UOWsRBXDLcsK87hTdoqxM3jqRIci7+bkWogX4CV\nMdqjzJMqZPiMoxlVI0FwVOn5cgAlDJfFUhWubrW7X7R+R7nbe4nLNfjp/h+WZWFmanr75IkTg7MX\nL0wAcAKsKYMukkfwjT6HP/3En4IzNv/Vrz50cxAECwsLC7AsG1tbm7BsGydPnkSns4N7Pn8PNtbX\nEXQ6iKIIr779dlxzzbVwHRtzc3NJpk0/3Nza+s3nnnvu8U6n4/q+x4WQJIQgxpk1NTU1H0XRd6yt\nrb0mCAIy5SGMcaNtqkIQhEmhh7yFwzlHza0hSgqyEhGkkhIKO2EQCl/5PCmUwDhjFrcsZtmWZXFO\nnDGmlNKC1LS6ShmPP/x8dYChKLTOKxpG8WPVXFs5R0sjGrmb4DgcoCsLIplpdPnipZlMrWiZ7iVD\nK7MWhYjTFuv1GmbnZl+44XWvHnSiYAKAk/GXPzjnsC3bAmCBCL1+D5ubmzh79iwOHjyImutgMBjg\nqquuxJ133omtzU1sbm2h3+/D9wZYmJ/H4cVFKCj0+wNaOLDQuf3Vtz9y+223Xnzrt33b5SAI1K/+\n2r/DoUOH2h/96Ed+8tlnnj0mhCDtbmsrrVaLhbFxma74eSGSEv8U93rm3EK9XkOz2QRjDPV6A4wR\nplrtyydOnPjhXn9wvtvddVutltrd3bU6nY4rpXQ8z2s2Gg2LMVbb2dlpMCKLceYyxpxarc4AVeOM\nu0RUi4SoSSltpZSjlKwTMTeKopqU0iFGFiPmcM4tInKFEDWppKWkspSStlTKEkI4ABgRMSjwWE6W\nBbdUBWBUCZeH3XBT9UCFwqjlkdyyNL3hzdj8yfLcMOX1nGWAOCqQEhdi4FiYnfPm5+buev+7f0D+\n1C/+bxMAnIxv/FBK4cO/+2Hcdvvt7oNf+crRBx988I61tbV31BvNqy9cWMIzzzyD9fXL2N3tQogo\nbjyVJMlzi8OxbbiuC8Y5Ll68gDdyhiNXLAIAer2udc999/2Cxa2fePqppy7e9dm7Hls8fPihG66/\n/ssf+dhH3/fkE0/+yNbWtmXmiUspEQQhPM9Dq9WClZTkjzkjJH1OrKQYhJ2k2lHyM/4+U9NTD7zp\nTW+8e2N9vfeBn/gnL0uQ7eLSRfrylx5gKyur/Olnnmbd3i6r1+u8Ua/zVrttRZGwL19ec6IwtCIh\nHCWVq6Dq29vbLc6Y7biuE/h+MxLCHQz6NSGE7bouJ2J1zrnLGKt7njfLGCVNgkQLStU8329LKRzG\nuCWldDlntgJsKaVLREQgGwSLEimZisGWoECZdEzmSlZpvq60xWvJ83lLtqxWYRG4E0s4wdciBnLO\nMd2ewvUnT/7pa1772j+/5tpr8brXvrYy9DIZk/Gyjy9+8cuYn5+zL1y4cOzy2uVvO3361Luef+65\n1z/9zDNHtre37W99wxvx2GOP4rnnnoPve6XEfF73F/NwszMzuPrqY7jpxhsxOzuLP//sXbhw4QJu\nufkm3HjjTWi12mpqqr3b7w9qKysrzsVLl7C0tITt7S30+z1EaWHMuKSTLtygZRKWFXf/cxwXtVpc\nGNZx4vL/jmNjempq8+pjx37omWee+eR//9CHsJgkCrySx8//7/8HTp09gxNXHWM/8RMfwBNPPsXu\nu+deKwxD/tjjjzlQirenptnGxrpDRDwIArfb7Tanp6aYVLKplGo1G03qDwYNxphj27bteZ4T+L4T\nRpEbBH6r3Z6SlsVdKWWLiNV8328RUc1xbDuKRFNK6UqlHCGiGoFsKaWjoCwWt/WzGCOLcU4Esolg\nAcSVUjw2OoklEjIwIliWnXQTNLPOYjDmjGOq1fKOXXX0Y697zWv++dce/tq5X/+t36yuATBZqpPx\ncll6f/zRj+Pk9SfdjfWNY91u93Xdbvfbt7Y233LmzJmrzp9fsp966km8cOoF3HTjzWhPtfHII49g\nd3c3yfCBAXQEM/WxTMPXbDZxxeFFeH6AtdVV3HHHHbjuuuuxsbEOz/MwOzuLdnsqLenV2d3FhQsX\nsLx8CWtra9jd3UUURXFbz6QSty4BpkEvq4wdg+L01NT24cXFf/193/u9v3H69OnwR3/8A5MbX2HV\n/st/+a/5VHuKtdtT9LWvfc3q9/s8EiHf2tyyOWO82+tZg0HfsjhnkYhcx3HtqfYUj0TUIKJaIv9q\n1Wo1m0BN3/emOOc247x59bFjbqs95XreoCEiUQejhud5TQb0HMc5f+TwFffddNONdz337HM7P/XP\nf2YkjzgBwMl4SZP9rs/chUOHF+3t7e3j3sB7y2AweGd3d/eN2zs7V6ytrtqnTp/ChQsXMD0zgygM\nce999+Hqq6/G1tYWdna24SfVxvNlzE3Cv8gZackLR6Neh+M4mJ2dxfHjx9HZ3cW5c+cQRRHm5+Zw\n+PBhzM7NwbFt1Ot11Go1WJYNKSQ2NjewvLyMS8uXsL29nUZya7VaYgFmD9d1MTszc/bIFVf8i7e/\n/W2/f+7sufCluL6T8bIBLQFg586d5/fdc5/12te+JrrhphtCAGrcYhQTAJyMfU+8P/vUp3H48KLb\n7Xav8Tz/Ds/z/ka/339Dr9s72uns8I2NDZxfWsILLzyPixcvIghDTE1N4cCBA9jY2ICUEptbmxj0\nBwiTysQmuBVLP+msArM4pmVZsG0bU1NtuI6Lza0tDAaDFMgYY3BdF3Ozs1iYn8fM3BzqtXrS29lF\nvV6H69aglMTubhdbW1vo7O6i09lBlNS+dF0XjUZDTLXbnzt+9dW/+Mu/+isPfOJPPqHe/f3vnkyE\nb5IxAcDJGGs8+OBXUau7bHNj64owCN8cBuF7Bt7gDYN+/8hut2vt7u5iZ2cbKysreOGFF3D+/Hls\n7+zA9/20x4hl2Wg06qjV6hgMBml/5ayVJk9BNoqiXPGLssZUurx+LHTORM46gqu7z7mui9nZWSws\nLKDVjIurOq4Dx7bTYqy1Wg2u6yCKBHzfx05nB2EQwnWd+xnRz3zmrs8+srKy4gNQk9kwAcDJ+Gsw\nvvrQQ3Ach7Y2t2YDP7g1DMPvC4LgXZ7nnej3+m6/30Ov10Nndxdra2s4e/YMzp07h83NTQw8D1EU\nJpqs8tSwqirHmbUJ7F1VpDzvmHOeWoIaCOv1OmZnZjA9PZ02qooDHFb6cGw7BkjHhm3ZsGxrx7Gd\n00LJJx3bvn9mdvbBxcVDp2+88YbOTqej3nzHmyc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"text/plain": [ "" ] }, "execution_count": 72, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/thumb/6/67/Xbox-360-Kinect-Standalone.png/320px-Xbox-360-Kinect-Standalone.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File:Xbox-360-Kinect-Standalone.png)" ] }, { "cell_type": "code", "execution_count": 73, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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2MZLWKMx1MfoxJ+n1xlUnZadfiMOJhATBJNWbc/OZInbQxIeZ1C+DRsrKXVDc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"text/plain": [ "" ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://www.mattcutts.com/images/ir-projection.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[image source](https://www.mattcutts.com/blog/open-kinect-contest/)" ] }, { "cell_type": "code", "execution_count": 74, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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cWQKyHco9BBOQDxx85/QTP05Y4qj/AFJdYGUoQoxOSQATuxt+SeR40r0rqopy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"text/plain": [ "" ] }, "execution_count": 74, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://3.bp.blogspot.com/_PsITwyTOc4Y/TOUvQTQE7WI/AAAAAAAAApg/cGHQtXou2yw/s1600/Kinect+Pattern_IMG_0073.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[image source](http://image-sensors-world.blogspot.be/2010_11_01_archive.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The depth is computed by triangulation thanks to the identification of specific pattern in the image." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The second generation of sensors is based on a completely different technology, the Time-Of-Flight (TOF). To estimate the distance between the sensor and the scene, a light wave is send and received by the sensor. The phase difference between a modulated light pattern sended by the source and the signal received by the camera gives a measure of the scene depth." ] }, { "cell_type": "code", "execution_count": 75, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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da7Qx26zt+s9x5ztnR2djscczZyMa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uZuHKJkq4O7k3QbiZE4FDP7MTInCcYb1TgTk3JjsJyu4uz1btJo1fQs9LJMfZ1kupNEk9XW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\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bkix9QqM/Ba7gSTDvkgRJBaCc0Ps2m4xOQ7yhub1oO0JdiLe581awButlmgL3L2G0v0t+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\nj2B2R2PPAYBDuOBwHZPhiV4YjA4heH8J4dodj//Z\n", "text/plain": [ "" ] }, "execution_count": 75, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://www.softkinetic.com/Portals/0/images/IMG_5937.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[image source](http://www.softkinetic.com/Portals/0/images/IMG_5937.jpg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How to measure distance with light ?\n", "\n" ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(url='http://www.laserfocusworld.com/content/dam/etc/medialib/new-lib/laser-focus-world/online-articles/2011/01/98070.res/_jcr_content/renditions/pennwell.web.399.293.gif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[image source](http://www.laserfocusworld.com/articles/2011/01/lasers-bring-gesture-recognition-to-the-home.html)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Continuous wave demodulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* retrieve phase shift by demodulation of the received signal\n", "* demodulation by cross-correlation of the received signal with the emitted signal\n", "* emitted signal is\n", "$$g(t) = \\cos(\\omega t)$$ with $\\omega$ the modulation frequency\n", "* received signal after the return trip to the scene surface:\n", "$$s(t) = b + a \\cos(\\omega t +\\phi)$$ where $a$ is an unknown attenuation, $\\phi$ the phase shift **i.e. a value proportional to the scene distance** and $b$ an unknown acquisition noise (neglected here)." ] }, { "cell_type": "code", "execution_count": 77, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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AnnP8/T98lldeeUVXGfOOhov1AUHmBmYn3B6OtAwZOjdgpmhxgWXIWmPiAqBl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\neYMyAj6ISE6HyGioPGW1Ksj9uxAl6xBBqsJ3oSJ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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "from skimage.data import camera\n", "plt.style.use('ggplot')\n", "\n", "plt.figure()\n", "omega = .8\n", "t = np.linspace(0,5*np.pi,100)\n", "g = np.cos(omega*t)\n", "a = .75\n", "phi = -np.pi/3\n", "s = a * np.cos(omega*t+phi)\n", "plt.plot(t,g,label='g')\n", "plt.plot(t,s,label='s')\n", "plt.gca().arrow(np.pi*.5/omega, 0, -phi/omega-.5, 0, head_width=0.05, head_length=0.5, fc='k', ec='k')\n", "plt.vlines([.5*np.pi/omega,(.5*np.pi-phi)/omega],-1,1)\n", "plt.text(.6*np.pi/omega,.25,'$\\phi$',size='xx-large')\n", "plt.legend();\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* cross correlation of both emitted and received signal becomes:\n", "$$ d(\\tau) = s * g = \\int_{-\\inf}^{+\\inf} s(t).g(t+\\tau) dt$$ with $\\tau$ an internal offset\n", "\n", "$$ d(\\tau) = \\frac a 2 \\cos(\\omega t + \\phi) + b $$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* sample $d(\\tau)$ at 4 distinct moments (phase offsets):\n", "$$A_i = d(i.\\frac \\pi 2) \\text{ with } i = 0,\\dots, 3$$" ] }, { "cell_type": "code", "execution_count": 78, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "d = a/2 * np.cos(omega*t+phi)\n", "plt.plot(t,d,label='d')\n", "samples = 1/omega * (np.pi*2+np.arange(0,2*np.pi,np.pi/2))\n", "plt.vlines(samples,-1,1)\n", "for i,pos in enumerate(samples):\n", " plt.text(pos,-.5,'$A_%d$'%i,size='xx-large')\n", "plt.legend();\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "* phase and attenuation are then:\n", "$$ \\phi = \\arg \\tan(\\frac{A_3-A_1}{A_0-A_2}) $$\n", "and\n", "$$ a = \\frac 1 2 \\sqrt{(A_3-A_1)^2+(A_0-A_2)^2}$$\n", "* scene distance is then:\n", "$$dist = \\frac{c}{4.\\pi.\\omega} \\phi$$ where $c$ is the speed of light." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What a depth image looks like ?" ] }, { "cell_type": "code", "execution_count": 79, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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/2NQnneX5meM+X5mzGN3Te3p1q18HPhX4k8cXV9qVvayLa6WxRHh5D+dG0QL7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\nb3PkzpeG9eyCNDbqyyyyWjyOoRhHJHIY5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"text/plain": [ "" ] }, "execution_count": 79, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/1/19/TOF_Kamera_3D_Gesicht.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[wikimedia commons](https://commons.wikimedia.org/wiki/File:TOF_Kamera_3D_Gesicht.jpg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Indirect image acquisition\n", "\n", "Image can also be the result of a mathematical reconstruction based on an indirect acquisition, the sensor do not acquire an image directly.\n", "\n", "For example, computed tomography, uses a series of 1D density profile acquisition enable a 2D reconstruction of the slice.\n", "\n", " " ] }, { "cell_type": "code", "execution_count": 80, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('http://130.237.83.53/medicaldevices/album/Ch%207%20Medical%20images/slides/F%207-10%20Computer%20tomography.jpg')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "[image source]('http://130.237.83.53/medicaldevices/album/Ch%207%20Medical%20images/slides/F%207-10%20Computer%20tomography.jpg')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "Echography is an other example of indirect imaging, where mechanical wave propagation are transformed in a 2D image showing the presence of interfaces between tissue of different acoustic impedence." ] }, { "cell_type": "code", "execution_count": 81, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/jpeg": 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twOcAkDhVT0f1680DU0vtOeNZVRomSWMSRyxsNrxujDDKwJBBpNlu6brPS6/1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/PAU+HlZW3kkfCgBO2FDAbB4YomRpOPhyUnhRCVnlRgOrXHIEYNT0naILulznjsBzQOOyTMZJUy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\ncOGHX988zVyNho/TPTLmPb7W9pITxhvAGQ/5sY+OKlXa6Zd4e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"text/plain": [ "" ] }, "execution_count": 81, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image('https://upload.wikimedia.org/wikipedia/commons/thumb/2/2f/CRL_Crown_rump_lengh_12_weeks_ecografia_Dr._Wolfgang_Moroder.jpg/638px-CRL_Crown_rump_lengh_12_weeks_ecografia_Dr._Wolfgang_Moroder.jpg')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "[image source]('https://commons.wikimedia.org/wiki/File:CRL_Crown_rump_lengh_12_weeks_ecografia_Dr._Wolfgang_Moroder.jpg')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "other example: MRI image reconstruction" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## Synthetic images\n", "\n", "Image can also be the result of the grouping of a huge number of localized data, for example, one can imagine a network of temperature sensors spread over a complete contry, then the temperature measurements can be grouped on a 2D map (and interpolated to have a complete coverage).\n", "\n", "Visualized data can be from various nature, the common aspect is that these data are placed in a geometric space (usually 2D or 3D). \n", "\n" ] } ], "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": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }