{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Pachete necesare pentru folosirea acestui Notebook\n", "\n", "Vom folosi [scipy](https://scipy.org/), [numpy](https://numpy.org/) și [matplotlib](https://matplotlib.org/)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from scipy import misc, ndimage\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Imaginea cu care lucrăm\n", "\n", "Vom folosi o imagine din setul de date oferit implicit de către scipy." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "X = misc.face(gray=True)\n", "plt.imshow(X, cmap=plt.cm.gray)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Transformata Fourier a unei imagini\n", "\n", "Transformata Fourier Discretă se extinde ușor la mai multe dimensiuni. Pentru un semnal bidimensional precum o imagine DFT devine:\n", "\n", "$$\n", "Y_{m_1,m_2} = \\sum_{n_1=0}^{N_1-1}\\sum_{n_2=0}^{N_2-1}x_{n_1,n_2}e^{-j2\\pi(m_1 n_1/N_1 + m_2 n_2/N_2)}\n", "$$\n", "\n", "* unde $n_1$ și $n_2$ sunt pozițile pixelilor pe orizontală, respectiv, pe verticală\n", "* bin-urile rezultate corespund pozițiilor pixelilor\n", "* spectrul este în continuare simetric\n", "* proprietățile transformatei DFT 1D sunt respectate și în cazul celei 2D\n", "\n", "În continuare vom folosi rutina generală `fft2` ce servește mai bine activității de învățare, deși pentru semnale reale ar trebui să folosim `rfft2` ce întoarce doar informația esențială (ex. omite simetriile). De asemenea vom analiza spectrul în scală logaritmică pentru a diferenția mai bine magnitudinile bin-urilor DTF." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Y = np.fft.fft2(X)\n", "freq_db = 20*np.log10(abs(Y))\n", "\n", "plt.imshow(freq_db)\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Operațiile efectuate direct asupra imaginii se reflectă și în spectrul acesteia. Iată un exemplu a unei rotații de 45 de grade:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rotate_angle = 45\n", "X45 = ndimage.rotate(X, rotate_angle)\n", "plt.imshow(X45, cmap=plt.cm.gray)\n", "plt.show()\n", "\n", "Y45 = np.fft.fft2(X45)\n", "plt.imshow(20*np.log10(abs(Y45)))\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Momentan pe axe sunt afișate numărul bin-urilor. Pentru a obține frecvențele asociate folosiți `fftfreq`:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "freq_x = np.fft.fftfreq(X.shape[1])\n", "freq_y = np.fft.fftfreq(X.shape[0])\n", "\n", "plt.stem(freq_x, freq_db[:][0])\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Atenuarea frecvențelor înalte\n", "\n", "Pentru a anula frecvențele de peste un anumit prag `freq_cutoff` putem pur și simplu anula intrările din spectru și aplica transformata Fourier inversă:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "freq_cutoff = 120\n", "\n", "Y_cutoff = Y.copy()\n", "Y_cutoff[freq_db > freq_cutoff] = 0\n", "X_cutoff = np.fft.ifft2(Y_cutoff)\n", "X_cutoff = np.real(X_cutoff) # avoid rounding erros in the complex domain,\n", " # in practice use irfft2\n", "plt.imshow(X_cutoff, cmap=plt.cm.gray)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Zgomot\n", "\n", "Zgomotul alb perturbă în mod egal spectrul semnalului. Este astfel egal distribuit și regăsit în toate bin-urile DFT. [Zgomotul color](https://en.wikipedia.org/wiki/Colors_of_noise) se schimbă de-a lungul frecvențelor.\n", "\n", "Putem adăuga zgomot în limita a `pixel_noise` pixeli imaginii folosind `random.randint`:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "pixel_noise = 200\n", "\n", "noise = np.random.randint(-pixel_noise, high=pixel_noise+1, size=X.shape)\n", "X_noisy = X + noise\n", "plt.imshow(X, cmap=plt.cm.gray)\n", "plt.title('Original')\n", "plt.show()\n", "plt.imshow(X_noisy, cmap=plt.cm.gray)\n", "plt.title('Noisy')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Sarcini\n", "\n", "1. [8p] Produceți imaginile și spectrul pentru funcțiile de mai jos și dați o explicație scurtă pentru fiecare rezultat.\n", "* $x_{n_1,n_2} = \\sin(2\\pi n_1 + 3\\pi n_2)$\n", "* $x_{n_1,n_2} = \\sin(4\\pi n_1) + \\cos(6\\pi n_2)$\n", "* $Y_{0,5} = Y_{0,N-5} = 1\\text{, altfel }Y_{m_1,m_2} = 0,\\ \\forall m_1, m_2$\n", "* $Y_{5,0} = Y_{N-5,0} = 1\\text{, altfel }Y_{m_1,m_2} = 0,\\ \\forall m_1, m_2$\n", "* $Y_{5,5} = Y_{N-5,N-5} = 1\\text{, altfel }Y_{m_1,m_2} = 0,\\ \\forall m_1, m_2$\n", "\n", "*Atenție*: $x$ reprezintă informație în domeniul timpului, $Y$ în domeninul frecvenței.\n", "\n", "2. [4p] Comprimați imaginea cu ratonul de mai sus prin atenuarea frecvențelor înalte până la un prag SNR autoimpus.\n", "\n", "3. [4p] Eliminați zgomotul adăugat la imaginea cu ratonul produsă mai sus. Prezentați raportul SNR înainte și după.\n", "\n", "4. [4p] Alegeți o secvență scurtă de timp (ex. 5-10 secunde) și eliminați un instrument la alegere din semnalul audio rezultat în urma rezolvării sarcinilor de la [laboratorul 5](https://cs.unibuc.ro/~pirofti/ps/ps-lab-5.pdf)." ] } ], "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": "3.9.0" } }, "nbformat": 4, "nbformat_minor": 4 }