{ "cells": [ { "cell_type": "markdown", "metadata": { "toc": "true" }, "source": [ "# Table of Contents\n", "

1  Ouvrir une image
2  Exercice 1
2.1  1) Extraire une couleur
2.2  Bonus : les deux autres couleurs
2.3  2) Ne garder qu'une couleur
3  Exercice 2
4  Exercice 3
4.1  1) Agrandissement
4.2  1) Réduction
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Ouvrir une image\n", "\n", "Cf. http://www.scipy-lectures.org/advanced/image_processing/index.html" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import numpy as np" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy import misc\n", "f = misc.face()\n", "\n", "import matplotlib.pyplot as plt\n", "plt.imshow(f)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(768, 1024, 3)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "dtype('uint8')" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image_tab = np.array(f)\n", "image_tab.shape\n", "image_tab.dtype" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Exercice 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1) Extraire une couleur" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def image_rouge_gris(image_tab):\n", " return image_tab[:, :, 0]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(768, 1024)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "dtype('uint8')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Rouge')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image_tab_rouge = image_rouge_gris(image_tab)\n", "image_tab_rouge.shape\n", "image_tab_rouge.dtype\n", "\n", "plt.imshow(image_tab_rouge, cmap='gray')\n", "plt.title(\"Rouge\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bonus : les deux autres couleurs" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Vert')" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.imshow(image_tab[:,:,1], cmap='gray')\n", "plt.title(\"Vert\")" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Bleu')" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.imshow(image_tab[:,:,2], cmap='gray')\n", "plt.title(\"Bleu\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2) Ne garder qu'une couleur" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "def image_rouge(image_tab):\n", " image_tab_rouge = image_tab[:, :, 0]\n", " x, y = np.shape(image_tab_rouge)\n", " dims_3couleurs = (x, y, 3)\n", " image_tab_3couleurs = np.zeros(dims_3couleurs, dtype=np.uint8)\n", " image_tab_3couleurs[:, :, 0] = image_tab_rouge\n", " return image_tab_3couleurs" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(768, 1024, 3)" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "dtype('uint8')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Rouge')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image_tab_3couleurs = image_rouge(image_tab)\n", "image_tab_3couleurs.shape\n", "image_tab_3couleurs.dtype\n", "\n", "plt.imshow(image_tab_3couleurs)\n", "plt.title(\"Rouge\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Exercice 2" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "def rotation_90degres(image_tab):\n", " x, y, c = np.shape(image_tab)\n", " image_tab_90degres = np.zeros((y, x, c), dtype=np.uint8)\n", " for i in range(x):\n", " for j in range(y):\n", " image_tab_90degres[j, i, :] = image_tab[i, j, :]\n", " # on peut aussi faire\n", " # for k in range(c):\n", " # image_tab_90degres[:, :, c] = np.transpose(image_tab[:, :, c])\n", " return image_tab_90degres" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1024, 768, 3)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Rotation 90 degres')" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image_tab_90degres = rotation_90degres(image_tab)\n", "image_tab_90degres.shape\n", "\n", "plt.imshow(image_tab_90degres)\n", "plt.title(\"Rotation 90 degres\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Exercice 3" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1) Agrandissement" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "def agrandissement(image_tab):\n", " x, y, c = np.shape(image_tab)\n", " image_tab_2fois = np.zeros((2*x, 2*y, c), dtype=np.uint8)\n", " for i in range(x):\n", " for j in range(y):\n", " image_tab_2fois[2*i, 2*j, :] = image_tab[i, j, :]\n", " image_tab_2fois[2*i, 2*j+1, :] = image_tab[i, j, :]\n", " image_tab_2fois[2*i+1, 2*j, :] = image_tab[i, j, :]\n", " image_tab_2fois[2*i+1, 2*j+1, :] = image_tab[i, j, :]\n", " return image_tab_2fois" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1536, 2048, 3)" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Agrandissement 2 fois')" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image_tab_2fois = agrandissement(image_tab)\n", "image_tab_2fois.shape\n", "\n", "plt.imshow(image_tab_2fois)\n", "plt.title(\"Agrandissement 2 fois\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1) Réduction" ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [], "source": [ "def reduction(image_tab):\n", " x, y, c = np.shape(image_tab)\n", " image_tab_0_5fois = np.zeros((x//2, y//2, c), dtype=np.uint8)\n", " for i in range(x//2):\n", " for j in range(y//2):\n", " image_tab_0_5fois[i, j, :] = (\n", " image_tab[2*i, 2*j, :]\n", " + image_tab[2*i+1, 2*j, :]\n", " + image_tab[2*i, 2*j+1, :]\n", " + image_tab[2*i+1, 2*j+1, :]\n", " ) // 4\n", " return image_tab_0_5fois" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(384, 512, 3)" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, 'Réduction 2 fois')" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image_tab_0_5fois = reduction(image_tab)\n", "image_tab_0_5fois.shape\n", "\n", "plt.imshow(image_tab_0_5fois, cmap=\"gray\")\n", "plt.title(\"Réduction 2 fois\")" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(768, 1024, 3)" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "Text(0.5, 1.0, \"Réduction 2 fois suivi d'un agrandissement 2 fois\")" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image_tab_prime = agrandissement(image_tab_0_5fois)\n", "image_tab_prime.shape\n", "\n", "plt.imshow(image_tab_prime)\n", "plt.title(\"Réduction 2 fois suivi d'un agrandissement 2 fois\")" ] }, { "cell_type": "code", "execution_count": null, "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": "3.6.7" }, "toc": { "colors": { "hover_highlight": "#DAA520", "running_highlight": "#FF0000", "selected_highlight": "#FFD700" }, "moveMenuLeft": true, "nav_menu": { "height": "11.5px", "width": "251.5px" }, "navigate_menu": true, "number_sections": true, "sideBar": false, "threshold": 4, "toc_cell": true, "toc_position": { "height": "257.705px", "left": "876.562px", "right": "20px", "top": "120px", "width": "200.58px" }, "toc_section_display": "block", "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 2 }