{ "cells": [ { "cell_type": "markdown", "id": "3960a901", "metadata": {}, "source": [ "# Centre Universitaire de Mila" ] }, { "cell_type": "markdown", "id": "c4568d4a", "metadata": {}, "source": [ "# Master 1 (STIC & I2A), Matière: Traitement d'images" ] }, { "cell_type": "markdown", "id": "a8bedc4a", "metadata": {}, "source": [ "# Travaux pratiques N°4" ] }, { "cell_type": "markdown", "id": "c91f3f10", "metadata": {}, "source": [ "## 4.1 Objectifs" ] }, { "cell_type": "markdown", "id": "c6a3a70a", "metadata": {}, "source": [ "* Implémentation des fonctions de génération du bruit et restauration d'images." ] }, { "cell_type": "markdown", "id": "f57e8c63", "metadata": {}, "source": [ "## 4.2 Enoncé" ] }, { "cell_type": "markdown", "id": "751221fd", "metadata": {}, "source": [ "Dans ce projet, nous allons utiliser Python pour formuler la solution au problème de la restauration d'images numériques." ] }, { "cell_type": "markdown", "id": "dd0f7ae7", "metadata": {}, "source": [ "### 1) Génération de bruit aléatoire" ] }, { "cell_type": "markdown", "id": "5ff21564", "metadata": {}, "source": [ "1) Donner la fonction Python 'generer_bruit' qui permet de générer un bruit aléatoire parmi les types suivants : uniforme, gaussien, poivre et sel, lognromal, rayleigh, exponentiel, erlang. Les entrées de la fonction doivent contenir: le type de bruit $(T)$, la taille de l'image $(N, M)$, et les paramètres (par exemple $A$, $B$).\n", "Exemple:\n", "generer_bruit('gaussien', 512, 512, 0, 1);\n", "\n", "2) Afficher et comparer les histogrammes des images générées." ] }, { "cell_type": "code", "execution_count": 9, "id": "c5f70461", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import cv2 as cv\n", "from PIL import Image, ImageFilter\n", "from scipy.signal import convolve2d\n", "from matplotlib import pyplot as plt" ] }, { "cell_type": "code", "execution_count": 10, "id": "bcbdd991", "metadata": {}, "outputs": [], "source": [ "def saltpepper(M, N, a, b):\n", " # S'assurez que Pa + Pb n'est pas > 1.\n", " if ( (a + b) > 1):\n", " print('La somme Pa + Pb ne doit pas dépasser 1.')\n", " return\n", " ...\n", " \n", " return R" ] }, { "cell_type": "code", "execution_count": 11, "id": "2c46d3ac", "metadata": {}, "outputs": [], "source": [ "def exponential(M, N, a):\n", " if (a <= 0):\n", " print('Le paramètre a doit être positif pour le type exponentiel.')\n", " return\n", " ...\n", " \n", " return R" ] }, { "cell_type": "code", "execution_count": 12, "id": "893b0cc7", "metadata": {}, "outputs": [], "source": [ "def erlang(M, N, a, b):\n", " if (b != round(b)) or (b <= 0):\n", " print('Le paramètre b doit être un nombre entier positif pour Erlang.')\n", " return\n", " ...\n", " \n", " return R" ] }, { "cell_type": "code", "execution_count": 13, "id": "506de1d5", "metadata": {}, "outputs": [], "source": [ "def generer_bruit(type_bruit, M, N, a, b):\n", " \n", " # Traiter le filtre\n", " if type_bruit == 'uniform':\n", " R = ...\n", " elif type_bruit == 'salt & pepper':\n", " R = ...\n", " elif type_bruit == 'gaussian':\n", " R = ...\n", " elif type_bruit == 'lognormal':\n", " R = ...\n", " elif type_bruit == 'rayleigh':\n", " R = ...\n", " elif type_bruit == 'erlang':\n", " R = ...\n", " elif type_bruit == 'exponential':\n", " R = ...\n", "\n", " else:\n", " print('Type de distribution inconnue.')\n", " \n", " return R" ] }, { "cell_type": "code", "execution_count": 14, "id": "4b5be798", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Histogramme')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Application de la fonction de génération du bruit aléatoire.\n", "r = ...\n", "\n", "# Changement d'echelle de l'image entre 0 et 255.\n", "r = ...\n", "\n", "# Calculer l'histogramme de l'image\n", "histogram, bin_edges = ...\n", "\n", "# Affichage des résultats\n", "plt.figure(figsize=(12, 8))\n", "plt.subplot(121)\n", "plt.imshow(r, cmap='gray')\n", "plt.title('Bruit généré')\n", "plt.subplot(122)\n", "plt.plot(bin_edges[0:-1], histogram)\n", "plt.title('Histogramme')" ] }, { "cell_type": "markdown", "id": "0f9b8669", "metadata": {}, "source": [ "### 2) Filtres spatiaux" ] }, { "cell_type": "markdown", "id": "e56b3749", "metadata": {}, "source": [ "Implémenter la fonction 'filtre\\_spatial' qui permet le filtrage dans le domaine spatial en utilisant un des filtres : moyenne arithmétique, moyenne géométrique, médiane, min, max." ] }, { "cell_type": "code", "execution_count": 15, "id": "e6f921c6", "metadata": {}, "outputs": [ { "ename": "SyntaxError", "evalue": "invalid syntax (760681661.py, line 2)", "output_type": "error", "traceback": [ "\u001b[1;36m File \u001b[1;32m\"C:\\Users\\Aissa\\AppData\\Local\\Temp\\ipykernel_12028\\760681661.py\"\u001b[1;36m, line \u001b[1;32m2\u001b[0m\n\u001b[1;33m ....\u001b[0m\n\u001b[1;37m ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n" ] } ], "source": [ "# Lire l'image f.\n", "....\n", "\n", "# Générer un bruit de type sel sur l'image f.\n", "...\n", "\n", "\n", "# Générer un bruit de type poivre sur l'image f.\n", "...\n", "\n", "# Générer un bruit de type poivre sur l'image f.\n", "...\n", "\n", "# Application du filtre contre-harmonique pour supprimer le bruit sel.\n", "...\n", "\n", "# Application du filtre contre-harmonique pour supprimer le bruit poivre.\n", "...\n", "\n", "# Affichage des résultats.\n", "..." ] }, { "cell_type": "markdown", "id": "acffe0b3", "metadata": {}, "source": [ "### 3) Modèle de dégradation" ] }, { "attachments": { "fig_01.png": { "image/png": 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" } }, "cell_type": "markdown", "id": "15319988", "metadata": {}, "source": [ "Implémenter la fonction 'noisy\\_checkerboard' qui permet de générer l'image bruitée d'un échiquier de taille $1024 \\times 1024$ tel que montré dans la Figure suivante: ![fig_01.png](attachment:fig_01.png)" ] }, { "cell_type": "code", "execution_count": 25, "id": "f1ce29ec", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Image dégradée')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Générer un échequier de 8*8 cases\n", "f = ...\n", "\n", "# Générer l'image dégradée.\n", "mon_filtre = ...\n", "gb = ...\n", "\n", "# Générer un bruit Gaussien avec la moyenne = 0 et la variance = 0.001.\n", "noise = ...\n", "\n", "# Générer l'image dégradée.\n", "g = ...\n", "\n", "# Affichage des résultats\n", "plt.figure(figsize=(12, 8))\n", "plt.subplot(121)\n", "plt.imshow(f, cmap='gray')\n", "plt.title('Image originale')\n", "plt.subplot(122)\n", "plt.imshow(g, cmap='gray')\n", "plt.title('Image dégradée')" ] }, { "cell_type": "code", "execution_count": null, "id": "776050a6", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.7.13" } }, "nbformat": 4, "nbformat_minor": 5 }