{"cells": [{"cell_type": "markdown", "metadata": {}, "source": ["# 1A.algo - filtre de Sobel\n", "\n", "Le filtre de [Sobel](https://fr.wikipedia.org/wiki/Filtre_de_Sobel) est utilis\u00e9 pour calculer des gradients dans une image. L'image ainsi filtr\u00e9e r\u00e9v\u00e8le les forts contrastes."]}, {"cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [{"data": {"text/html": ["
run previous cell, wait for 2 seconds
\n", ""], "text/plain": [""]}, "execution_count": 2, "metadata": {}, "output_type": "execute_result"}], "source": ["from jyquickhelper import add_notebook_menu\n", "add_notebook_menu()"]}, {"cell_type": "markdown", "metadata": {}, "source": ["## Exercice 1 : application d'un filtre\n", "\n", "Le filtre de [Sobel](http://fr.wikipedia.org/wiki/Filtre_de_Sobel) est un filtre qu'on applique \u00e0 une image pour calculer le gradient d'une image afin de d\u00e9terminer les contours qui s'y trouve. Le filtre de [Canny](http://fr.wikipedia.org/wiki/Filtre_de_Canny) permet de flouter une image. Dans un premier temps, on cherchera \u00e0 appliquer un filtre 3x3 : \n", "\n", "$\\left( \\begin{array}{ccc} 1&1&1 \\\\ 1&1&1 \\\\ 1&1&1 \\end{array} \\right)$\n", "\n", "Qu'on applique au voisinage 3x3 du pixel $p_5$ :\n", "\n", "$\\left( \\begin{array}{ccc} p_1&p_2&p_3 \\\\ p_4&p_5&p_6 \\\\ p_7&p_8&p_9 \\end{array} \\right)$\n", "\n", "Apr\u00e8s l'application du filtre \u00e0 ce pixel, le r\u00e9sultat devient :\n", "\n", "$\\left( \\begin{array}{ccc} ?&?&? \\\\ ?& \\sum_{i=1}^9 p_i &? \\\\ ?&?&? \\end{array} \\right)$\n", "\n", "On veut maintenant appliquer ce filtre sur l'image suivante :"]}, {"cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [{"data": {"image/png": 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\n", "text/plain": [""]}, "execution_count": 3, "metadata": {}, "output_type": "execute_result"}], "source": ["from pyquickhelper.loghelper import noLOG\n", "from pyensae.datasource import download_data\n", "f = download_data(\"python.png\", url=\"http://imgs.xkcd.com/comics/\")\n", "from IPython.display import Image\n", "Image(\"python.png\")"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Mais avant de pouvoir faire des calculs dessus, il faut pouvoir convertir l'image en un tableau ``numpy`` avec la fonction [numpy.asarray](http://docs.scipy.org/doc/numpy/reference/generated/numpy.asarray.html)."]}, {"cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [{"data": {"text/plain": ["('dimension', (588, 518), ' type', numpy.uint8)"]}, "execution_count": 4, "metadata": {}, "output_type": "execute_result"}], "source": ["import PIL\n", "import PIL.Image\n", "im = PIL.Image.open(\"python.png\")\n", "from PIL.ImageDraw import Draw\n", "import numpy\n", "tab = numpy.asarray(im).copy()\n", "tab.flags.writeable = True # afin de pouvoir modifier l'image\n", "\"dimension\",tab.shape, \" type\", type(tab[0,0])"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Une fois les calculs effectu\u00e9s, il faut convertir le tableau ``numpy`` en image. On peut par exemple blanchir tout une partie de l'image et l'afficher."]}, {"cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [{"data": {"image/png": 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\n", "text/plain": [""]}, "execution_count": 5, "metadata": {}, "output_type": "execute_result"}], "source": ["tab[100:300,200:400] = 255\n", "im2 = PIL.Image.fromarray(numpy.uint8(tab))\n", "im2.save(\"python_white.png\")\n", "Image(\"python_white.png\")"]}, {"cell_type": "markdown", "metadata": {}, "source": ["Et maintenant, il s'agit d'appliquer le filtre de Canny uniforme pr\u00e9sent\u00e9 ci-dessus et d'afficher l'image, soit en utilisant ``numpy``, soit sans ``numpy`` en convertissant l'image en liste avec la m\u00e9thode [tolist](http://docs.scipy.org/doc/numpy/reference/generated/numpy.ndarray.tolist.html). On pourra comparer les temps de calcul."]}, {"cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [{"data": {"text/plain": ["(588, 518)"]}, "execution_count": 6, "metadata": {}, "output_type": "execute_result"}], "source": ["l = tab.tolist()\n", "len(l),len(l[0])"]}, {"cell_type": "code", "execution_count": 6, "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": "3.7.0"}}, "nbformat": 4, "nbformat_minor": 2}