├── .gitignore ├── README.md ├── lib └── diffraction.py └── tutorials └── diffraction_Ch4_Alok.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb* 2 | *.pyc 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # PyFourierOptics 2 | This repository contains tutorials on computational Fourier Optics aimed at Bio-imaging. 3 | However, we'll start from scalar diffraction theory before image formation. 4 | 5 | List of topics here still incomplete and will grow over time. 6 | 7 | ##Diffraction tutorial 8 | References: Goodman Ch4. 9 | - Rayleigh-Sommerfeld scalar diffraction 10 | - Fresnel approximation for near-field diffraction 11 | - Fraunhofer approximation for far-field diffraction 12 | - Numerical aperture and resolution 13 | - Image formation with phases 14 | - Image formation without phases 15 | 16 | ##Lenses and diffraction 17 | References: Goodman Ch5. 18 | - Fourier transforming property of thin lenses 19 | 20 | ##Coherence theory. 21 | 22 | -------------------------------------------------------------------------------- /lib/diffraction.py: -------------------------------------------------------------------------------- 1 | import numpy as np 2 | 3 | class circDiff(object): 4 | def __init__(self,r,z,waveLen,d_pix,N_pix): 5 | self.r = r 6 | self.z = z 7 | self.waveLen = waveLen 8 | self.k = 2*np.pi/waveLen 9 | self.N = N_pix 10 | 11 | # since we fix the pixel size and number of pixels at the detector plane (i.e. xy plane), 12 | self.d_x = d_pix # pixel size at the detector 13 | self.L_x = self.d_x*self.N # detector plane size 14 | 15 | # once the detector size and its pixel size are fixed it relates to the illumination plane by the Fourier Transform 16 | # See equation 4-17 (Goodman, chapter4) 17 | # In the FT the conjugate variable of zee is (x/(lambda*z)) 18 | # if N samples were taken then d(x/(lambda*z)) is 1/N*d_zee 19 | # i.e. d_x = lambda*Z/N*d_zee 20 | # i.e. d_zee = lambda*Z/N*d_x 21 | self.d_zee = self.waveLen*self.z/(self.N*self.d_x) 22 | self.L_zee = self.d_zee*self.N 23 | 24 | print self.d_zee 25 | print self.L_zee 26 | 27 | (self.zee,self.neeta) = self.make2Dplane(self.L_zee,self.N) 28 | (self.x,self.y) = self.make2Dplane(self.L_x,self.N) 29 | self.circAp = self.circ_aperture(self.zee,self.neeta,self.r) 30 | 31 | def make2Dplane(self,Lx,N): 32 | (x,y) = np.mgrid[-Lx/2:Lx/2:N*1j,-Lx/2:Lx/2:N*1j] 33 | return (x,y) 34 | 35 | def circ_aperture(self,x,y,rad): 36 | return np.sqrt(x*x + y*y) < rad 37 | 38 | def Fresnel(self): 39 | tempVar = self.circAp * np.exp(1j*self.k*(self.zee**2+self.neeta**2)/(2*self.z)) 40 | prefactor = np.exp(1j*self.k*self.z + 1j*self.k*(self.x**2+self.y**2)/(2*self.z)) / (1j*self.waveLen*self.z) 41 | U = prefactor * np.fft.fftshift(np.fft.fft2(tempVar)) 42 | I = abs(U)**2 43 | return I 44 | 45 | def Fraunhofer(self): 46 | tempVar = self.circAp 47 | prefactor = np.exp(1j*self.k*self.z + 1j*self.k*(self.x**2+self.y**2)/(2*self.z)) / (1j*self.waveLen*self.z) 48 | U = prefactor * np.fft.fftshift(np.fft.fft2(tempVar)) 49 | I = abs(U)**2 50 | return I 51 | -------------------------------------------------------------------------------- /tutorials/diffraction_Ch4_Alok.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "markdown", 5 | "metadata": {}, 6 | "source": [ 7 | "# Diffraction for Circular Aperture" 8 | ] 9 | }, 10 | { 11 | "cell_type": "code", 12 | "execution_count": 4, 13 | "metadata": { 14 | "collapsed": false 15 | }, 16 | "outputs": [ 17 | { 18 | "name": "stdout", 19 | "output_type": "stream", 20 | "text": [ 21 | "Populating the interactive namespace from numpy and matplotlib\n" 22 | ] 23 | } 24 | ], 25 | "source": [ 26 | "#Enable matplotlib and pylab functions to work directly in this notebook\n", 27 | "%matplotlib inline\n", 28 | "%pylab inline\n", 29 | "\n", 30 | "#Refreshes changes in libraries to be reloaded when they are re-imported\n", 31 | "%load_ext autoreload\n", 32 | "%autoreload 2\n", 33 | "\n", 34 | "#Import useful modules\n", 35 | "import matplotlib\n", 36 | "import numpy as np\n", 37 | "import time\n", 38 | "import os\n", 39 | "#Add library path of this repository\n", 40 | "sys.path.append(os.path.realpath('../lib'))\n", 41 | "\n", 42 | "#from scipy import ndimage\n", 43 | "\n", 44 | "#Set plotting defaults in notebook\n", 45 | "from matplotlib import rcParams\n", 46 | "rcParams[\"font.size\"] = \"15\"" 47 | ] 48 | }, 49 | { 50 | "cell_type": "markdown", 51 | "metadata": {}, 52 | "source": [ 53 | "Then define the parameters for the diffraction experiment. All the symbols have their usual meaning (refer to chapter 4 section 4.4.2). " 54 | ] 55 | }, 56 | { 57 | "cell_type": "code", 58 | "execution_count": 1, 59 | "metadata": { 60 | "collapsed": true 61 | }, 62 | "outputs": [], 63 | "source": [ 64 | "class diffractor(object):\n", 65 | " def __init__(self, waveLen, det_pix_size, N_pix=512):\n", 66 | " self.waveLen = waveLen\n", 67 | " self.k = 2.*np.pi/waveLen\n", 68 | "\n", 69 | " # since we fix the pixel size and number of pixels at the detector plane (i.e. xy plane),\n", 70 | " self.N_pix = N_pix # number of detector pixels\n", 71 | " self.det_pix_size = det_pix_size # pixel size at the detector\n", 72 | " self.det_len = det_pix_size*self.N_pix # detector plane size\n", 73 | " (self.det_x, self.det_y) = self.make2Dplane(self.det_len, self.N_pix)\n", 74 | "\n", 75 | " self.obj = None\n", 76 | " self.obj_pix = None\n", 77 | " self.xi = None\n", 78 | " self.eta = None\n", 79 | " self.res = None\n", 80 | " self.z = None\n", 81 | " \n", 82 | " def compute_resolution(self, z):\n", 83 | " return self.waveLen*z / (self.det_pix_size*self.N_pix)\n", 84 | "\n", 85 | " def compute_Fresnel_criterion(self, z):\n", 86 | " pass\n", 87 | " \n", 88 | " def compute_Fraunhofer_criterion(self, z):\n", 89 | " pass\n", 90 | "\n", 91 | " def make2Dplane(self, Lx, N):\n", 92 | " (x,y) = np.mgrid[-Lx/2:Lx/2:N*1j,-Lx/2:Lx/2:N*1j]\n", 93 | " return (x,y)\n", 94 | "\n", 95 | " def setup_detector_distance(self, z):\n", 96 | " # once the detector size and its pixel size are fixed it relates to the illumination plane by the Fourier Transform\n", 97 | " # See equation 4-17 (Goodman, chapter4)\n", 98 | " self.z = z\n", 99 | " self.res = self.compute_resolution(z)\n", 100 | " # compute if we are in the Fresnel or Fraunhofer limit\n", 101 | " \n", 102 | " def make_circ_aperture(self, aperture_rad):\n", 103 | " if self.z is None:\n", 104 | " print(\"Please setup detector distance\")\n", 105 | " else: \n", 106 | " max_aperture_radius = 0.5*self.res*self.N_pix\n", 107 | " if aperture_rad >= max_aperture_radius:\n", 108 | " print(\"Aperture radius larger than max: %e\"%(max_aperture_radius))\n", 109 | " print(\"Will use max aperture radius instead\")\n", 110 | " curr_aperture_rad = max_aperture_radius\n", 111 | " elif aperture_rad < self.res:\n", 112 | " print(\"Aperture radius smaller than pixel res: %e\"%(self.res))\n", 113 | " print(\"Will use pixel size as radius instead\")\n", 114 | " curr_aperture_rad = self.res\n", 115 | " else:\n", 116 | " curr_aperture_rad = aperture_rad\n", 117 | " (self.xi, self.eta) = self.make2Dplane(2*max_aperture_radius, self.N_pix)\n", 118 | " self.obj = np.sqrt(self.xi*self.xi + self.eta*self.eta) < curr_aperture_rad\n", 119 | " \n", 120 | " def make_square_aperture(self, aperture_rad):\n", 121 | " if self.z is None:\n", 122 | " print(\"Please setup detector distance\")\n", 123 | " else: \n", 124 | " max_aperture_radius = 0.5*self.res*self.N_pix\n", 125 | " if aperture_rad >= max_aperture_radius:\n", 126 | " print(\"Aperture radius larger than max: %e\"%(max_aperture_radius))\n", 127 | " print(\"Will use max aperture radius instead\")\n", 128 | " curr_aperture_rad = max_aperture_radius\n", 129 | " elif aperture_rad < self.res:\n", 130 | " print(\"Aperture radius smaller than pixel res: %e\"%(self.res))\n", 131 | " print(\"Will use pixel size as radius instead\")\n", 132 | " curr_aperture_rad = self.res\n", 133 | " else:\n", 134 | " curr_aperture_rad = aperture_rad\n", 135 | " (self.xi, self.eta) = self.make2Dplane(2*max_aperture_radius, self.N_pix)\n", 136 | " self.obj = (np.abs(self.xi) < curr_aperture_rad)&(np.abs(self.eta) < curr_aperture_rad)\n", 137 | "\n", 138 | " \n", 139 | " def Fresnel(self, showPhase=False):\n", 140 | " if self.z is None:\n", 141 | " print(\"Please setup detector distance\")\n", 142 | " else:\n", 143 | " quad_phase = np.exp(1j*self.k*(self.xi*self.xi + self.eta*self.eta)/(2.*self.z))\n", 144 | " overall_phase = np.exp(1j*self.k*(self.det_x*self.det_x + self.det_y*self.det_y)/(2*self.z)) \n", 145 | " fall_off = np.exp(1j*self.k*self.z) / (1j*self.waveLen*self.z)\n", 146 | " U = overall_phase * fall_off * np.fft.fftshift(np.fft.fft2(quad_phase*self.obj))\n", 147 | " if showPhase:\n", 148 | " return U\n", 149 | " else:\n", 150 | " return abs(U)**2\n", 151 | "\n", 152 | " def Fraunhofer(self, showPhase=False):\n", 153 | " if self.z is None:\n", 154 | " print(\"Please setup detector distance\")\n", 155 | " else:\n", 156 | " fall_off = np.exp(1j*self.k*self.z) / (1j*self.waveLen*self.z)\n", 157 | " U = fall_off * np.fft.fftshift(np.fft.fft2(self.obj))\n", 158 | " if showPhase:\n", 159 | " return U\n", 160 | " else:\n", 161 | " return abs(U)**2\n", 162 | " " 163 | ] 164 | }, 165 | { 166 | "cell_type": "code", 167 | "execution_count": 3, 168 | "metadata": { 169 | "collapsed": false 170 | }, 171 | "outputs": [], 172 | "source": [ 173 | "waveLen = 500E-9\n", 174 | "r = 20.*waveLen\n", 175 | "z = 200.*waveLen\n", 176 | "pixelSize = 0.5E-6" 177 | ] 178 | }, 179 | { 180 | "cell_type": "code", 181 | "execution_count": 5, 182 | "metadata": { 183 | "collapsed": false 184 | }, 185 | "outputs": [ 186 | { 187 | "data": { 188 | "text/plain": [ 189 | "" 190 | ] 191 | }, 192 | "execution_count": 5, 193 | "metadata": {}, 194 | "output_type": "execute_result" 195 | }, 196 | { 197 | "data": { 198 | "image/png": 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mw4HzvY6UbHSeK43uMOcfMvNfMvMZDrANnsdFVnBweUyPvhxtuz/2H+fcjqvn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\nO3eK82Zo2dFsMu+7HW6uETkng7e8fx1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WvbaDT1+9nnO1815ymt1Osp0TAoWPWTs/GBYM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\nLy85VQ4wjSVZWLAc02b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viGeBQc4Zmug6x4BItqMurzKxTub3q5XXHLg9uMlwCQ0KmAk4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\nMjSGk+KROlcEEPVWygC+l46awaIYNABt5r2LQdLUusGS9xorMGv0xZau5T5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nvmcNozxxqRRVF/+/h2jly7CFU7cuzVuQKvMla27aVT5qwpnwJD+w0AIM9zgIayIOxgI/0W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2eG071cDAoAmb1wDF1KyjZeTD7sBRIv0H5JghStUxTe/jdtgrVqnZBnTxmHke0NOVvevi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\nJPY8XDLoeepwP74A5oLNshxgk1r/vWHRdpJzADM7+7uH+5J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199 | "text/plain": [ 200 | "" 201 | ] 202 | }, 203 | "metadata": {}, 204 | "output_type": "display_data" 205 | } 206 | ], 207 | "source": [ 208 | "diffObj = diffractor(waveLen, pixelSize)\n", 209 | "diffObj.setup_detector_distance(z)\n", 210 | "diffObj.make_circ_aperture(r)\n", 211 | "#diffObj.make_square_aperture(r)\n", 212 | "#imshow(np.abs(diffObj.Fraunhofer())**0.4)\n", 213 | "figure(figsize=(8,8))\n", 214 | "imshow(np.abs(diffObj.Fresnel())**0.4)" 215 | ] 216 | }, 217 | { 218 | "cell_type": "markdown", 219 | "metadata": { 220 | "collapsed": true 221 | }, 222 | "source": [ 223 | "#Alok\n", 224 | "##Document what you did with clear and concise comments.\n", 225 | "\n", 226 | "1. Determine if the user should use either Fresnel or Fraunhofer diffraction. The user needs to input waveLen, pixelSize (number of pixels is optional), setup_detector_distance(z), and create either a circular or square aperture.\n", 227 | "- Implement the class's functions, for computing Fresnel and Fraunhofer criteria.\n", 228 | "- Implement a class function that computes if one should do Fresnel or Fraunhofer diffraction.\n", 229 | "\n", 230 | "2. Relate Fraunhofer to Fresnel diffraction.\n", 231 | "- Create an circular aperture experiment at a particular aperture-detector distance, z_Frau, where Fraunhofer diffraction applies. \n", 232 | "- Show that z_Frau can be split into n integer distances, n*z_Fres, where n_Fres satisfies the Fresnel criteria.\n", 233 | "- Show that propagating the wavefield via Fresnel diffraction n times, each at distance z_Fres, results in the Fraunhofer diffraction. (Hint: you will have to propagate the complex wavefield by using the Fresnel(showPhase=True). You will also need to manually change the object's self.obj. " 234 | ] 235 | }, 236 | { 237 | "cell_type": "markdown", 238 | "metadata": {}, 239 | "source": [ 240 | "#Dushan\n", 241 | "##Document what you did with clear and concise comments.\n", 242 | "1. Insert up to 2-lines of \"\"\"comments\"\"\" after the major functions in the diffractor class.\n", 243 | "2. Implement a new propagator based on the Rayleigh-Sommerfeld propagator (equation 4-9).\n", 244 | "3. Compare the Rayleigh-Sommerfeld propagated wave with both Fresnel and Fraunhofer diffraction.\n", 245 | "4. Replace the diffractor class in /lib/diffraction.py with this new class." 246 | ] 247 | }, 248 | { 249 | "cell_type": "code", 250 | "execution_count": null, 251 | "metadata": { 252 | "collapsed": true 253 | }, 254 | "outputs": [], 255 | "source": [] 256 | } 257 | ], 258 | "metadata": { 259 | "kernelspec": { 260 | "display_name": "Python 2", 261 | "language": "python", 262 | "name": "python2" 263 | }, 264 | "language_info": { 265 | "codemirror_mode": { 266 | "name": "ipython", 267 | "version": 2 268 | }, 269 | "file_extension": ".py", 270 | "mimetype": "text/x-python", 271 | "name": "python", 272 | "nbconvert_exporter": "python", 273 | "pygments_lexer": "ipython2", 274 | "version": "2.7.9" 275 | } 276 | }, 277 | "nbformat": 4, 278 | "nbformat_minor": 0 279 | } 280 | --------------------------------------------------------------------------------