{ "cells": [ { "cell_type": "markdown", "id": "c3109b7e-0092-47a3-aca2-288e745731ba", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Lecture 2 - Filtering and Convolution" ] }, { "cell_type": "markdown", "id": "c0357b50-2962-423e-85f1-80217ec3d134", "metadata": {}, "source": [ "#### Announcements\n", "* Please feel free to call me Scott - it has fewer syllables than \"Professor\" and is easier to pronounce than \"Wehrwein\" =)\n", "* Office hours are posted, but also drop in anytime my door is open or email me to make an appointment.\n", "* Project 1 is out today!\n", " * The first (and most challenging) task is to efficiently implement convolution, which you'll be qualified to do after today's lecture.\n", " * You'll have all the material you need by the end of tomorrow.\n", " * I'll do a quick demo of the project in tomorrow's class." ] }, { "cell_type": "markdown", "id": "38efd636-c09e-4d1f-a828-33e0fcc75686", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "#### Goals\n", "\n", "* Know what is meant by image noise.\n", "* Know how to filter (v) an image by cross-correlating it with a given filter (n)/kernel/weights\n", "* Know how to handle image borders when filtering:\n", " - output sizes: full / same / valid\n", " - out-of-bounds values: zeros, reflection, replication\n", "* Get a feel for some of the image processing operations that can and can't be accomplished using linear filtering.\n", " * Blur, sharpen, shift\n", "\n", "* Know the properties of the convolution and cross-correlation, and some of their implications:\n", " * linearity, associativity, commutativity\n", " * separable filters and other compound operations" ] }, { "cell_type": "markdown", "id": "b022bf96-a8a7-4a95-91d5-537b9240c7ca", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "#### Lesson Plan\n", "\n", "Revisiting image formation: image noise\n", "\n", "Noise as motivation for **neighborhood operations**\n", "\n", "Live code: mean filter\n", "\n", "Edge handling choices:\n", "\n", "* full, same, valid output size\n", "* zero, reflect, repeat\n", "\n", "Write down the discrete math definition; aside: write down the continuous definition\n", "\n", "Live code: generalize to cross-correlation with filter weights\n", "\n", "Mess with the filter weights:\n", "\n", "* Horizontal blur\n", "* Emboss\n", "\n", "Exercise: compute a small cross-correlation result\n", "\n", "**Break**\n", "\n", "More filter weights:\n", "\n", "* Left shift\n", "\n", "Convolution vs cross-correlation\n", "\n", "Properties - shift invariance; linearity; commutativity; associativity\n", "\n", "Filter composition using associativity\n", "\n", "Tricks using these properties:\n", "\n", "* separable filters\n", "* Blurring sequentially\n", "* Sharpening" ] }, { "cell_type": "code", "execution_count": 2, "id": "4a295613-e6e3-4f35-b603-27b158385acc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "# boilerplate setup\n", "%load_ext autoreload\n", "%autoreload 2\n", "\n", "import os\n", "import sys\n", "\n", "src_path = os.path.abspath(\"../src\")\n", "if (src_path not in sys.path):\n", " sys.path.insert(0, src_path)\n", "\n", "# Library imports\n", "import numpy as np\n", "import imageio.v3 as imageio\n", "import matplotlib.pyplot as plt\n", "import skimage as skim\n", "import cv2\n", "\n", "# codebase imports\n", "import util\n", "import filtering" ] }, { "cell_type": "markdown", "id": "c488e742-09b7-4454-9b18-59e69022fed3", "metadata": {}, "source": [ "#### Image Formation Revisited\n", "\n", "How do we record light intensity inside a camera?\n", "* Film\n", "* Digital sensors\n", "\n", "![](https://upload.wikimedia.org/wikipedia/commons/thumb/6/63/2014_Ziarno_na_fotografii_analogowej.jpg/1920px-2014_Ziarno_na_fotografii_analogowej.jpg)\n", "![](../data/digital_noise.jpg)\n" ] }, { "cell_type": "markdown", "id": "cbed2d39-3ab2-4379-be50-5ae8fb755a15", "metadata": {}, "source": [ "Let's make beans a little noisy.\n", "\n", "Aside: different kinds of noise manifest differently. It's often helpful to have an accurate **noise model** for your imaging system - an mathematical understanding or approximation of the process that gives rise to noise. \n", "\n", "A very common one is to have i.i.d. Gaussian noise. This means:\n", "* Noise is independent for each pixel\n", "* The mean of many samples at the same pixel will be the \"true\" pixel value\n", "* The distribution around that mean will be Gaussian\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "e8f466d4-74fd-44ae-9efd-299b54e94d05", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# don't worry about the details here, we're just adding noise to beans\n", "beans = imageio.imread(\"../data/beans.jpg\")\n", "bg = skim.color.rgb2gray(beans)\n", "bg = skim.transform.rescale(bg, 0.25, anti_aliasing=True)\n", "bn = bg + np.random.randn(*bg.shape) * 0.05\n", "plt.imshow(bn, cmap=\"gray\")" ] }, { "cell_type": "markdown", "id": "c4d559fd-bb9a-42c9-88b5-6773f4e57bb9", "metadata": {}, "source": [ "### Brainstorm\n", "\n", "If each pixel measurement is corrupted with Gaussian noise, how can we improve our guess at what the \"ideal\" image should have been?" ] }, { "cell_type": "code", "execution_count": null, "id": "2de138de-6788-4793-a2cc-86de3225eb32", "metadata": {}, "outputs": [], "source": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n" ] }, { "cell_type": "markdown", "id": "499c0b4b-f436-4a2e-a34e-74823d097332", "metadata": {}, "source": [ "Idea: mean filter\n", "\n", "Live-pseudocode:\n", "```python\n", "def mean_filter(img, filter_size):\n", " \"\"\" Apply a square spatial mean filter with side length filter_size\n", " to a grayscale img. Preconditions:\n", " - img is a grayscale (2d) float image\n", " - filter_size is odd \"\"\"\n", " H, W = img.shape\n", " \n", " hw = filter_size // 2\n", "\n", " out = np.zeros_like(img)\n", " for i in range(H):\n", " for j in range(W):\n", " avg = 0\n", " for fi in range(-hw, hw+1):\n", " for fj in range(-hw, hw+1):\n", " avg += img[i+fi, j+fj]\n", " out[i,j] = avg / filter_size**2\n", "\n", " \n", "```" ] }, { "cell_type": "code", "execution_count": 6, "id": "14454756-140c-48a0-895b-2932f37ecc99", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Look at mean_filter\n", "plt.imshow(filtering.mean_filter(bn, 5), cmap=\"gray\")" ] }, { "cell_type": "markdown", "id": "b2c02b2d-1d0e-4e5c-8fc8-130bbed111a2", "metadata": {}, "source": [ "#### Design Decisions - edge handling\n", "\n", "**(whiteboard)**\n", "\n", "Edge handling:\n", "\n", "Output size:\n", "* valid (only output where the whole filter overlaps the image)\n", "* same (output same size as input)\n", "* full (output everywhere the filter overlaps the image even a little bit)\n", "\n", "For anything but valid, how do you handle when the filter hangs over the void?\n", "* Zero padding\n", "* Repeat (replicate) padding\n", "* Reflect padding" ] }, { "cell_type": "markdown", "id": "0af07190-b7e6-4f87-ab72-df423de125f5", "metadata": {}, "source": [ "#### Is a mean filter the best we can do?\n", "\n", "Another example\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "2b7e7528-2ff4-49de-a079-5ee7dac5bf4f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sticks = skim.color.rgb2gray(imageio.imread(\"../data/sticks.png\"))\n", "\n", "plt.imshow(sticks, cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": 5, "id": "263b0ee5-6d4a-4aea-ab6e-043ef1d14d41", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(filtering.mean_filter(sticks, 9), cmap=\"gray\")" ] }, { "cell_type": "markdown", "id": "ee8056a4-5f63-40c4-b6e6-3da10c1d5a2e", "metadata": {}, "source": [ "See the lattice-like artifacts? Ick. Why is this happening?\n", "\n", "Alternatives?\n", "* \n", "\n", "Here's one:" ] }, { "cell_type": "code", "execution_count": 7, "id": "8632f916-98b9-436b-8037-87cc3e092995", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(cv2.GaussianBlur(sticks, ksize=(9,9), sigmaX=2), cmap=\"gray\")" ] }, { "cell_type": "markdown", "id": "60466776-a87d-4b7d-8418-540e3dc84c26", "metadata": {}, "source": [ "**Live code(?)**: implement filtering.filter" ] }, { "cell_type": "code", "execution_count": 26, "id": "a179064c-b565-43c0-88ff-6cf7a2953018", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# test out the case of the mean filter we've been using\n", "f = np.ones((9,9)) / (9*9)\n", "\n", "plt.imshow(filtering.filter(sticks, f), cmap=\"gray\")\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "a8d768a4-d4c8-40c0-a5b6-53cb91166b70", "metadata": {}, "outputs": [], "source": [ "# don't look behind the curtain!\n", "g = np.zeros((9, 9))\n", "g[4,4] = 1\n", "g = cv2.GaussianBlur(g, ksize=(9, 9), sigmaX=2)\n", "g /= g.sum()" ] }, { "cell_type": "code", "execution_count": 13, "id": "d4ba956d-7f34-46c2-96d6-b70328ba0556", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(filtering.filter(sticks, g), cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": 14, "id": "6da572aa-8d31-48d4-b62e-1212bfbfb227", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(f, cmap=\"gray\")\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 15, "id": "4a17c350-bed1-4df4-bd85-4144723ed4d2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(g, cmap=\"gray\")" ] }, { "cell_type": "markdown", "id": "5a370d25-9a1d-4483-8fa9-f3ccf6e27811", "metadata": {}, "source": [ "### How would we calculate a Gaussian kernel ourselves?\n", "\n", "$$G(x, y) = \\frac{1}{2 \\pi \\sigma^2} e^{-\\frac{x^2 + y^2}{2 \\sigma^2}}$$\n", "\n", "where:\n", "* $x, y$ are the spatial dimensions of the filter with (0,0) in the **center** of the kernel\n", "* $\\sigma$ is the standard deviation of the Gaussian, (determines how wide and flat vs tall and pointy it is)\n", "\n", "Practicalities when calculating this in real life:\n", "* You generally have to choose both a kernel size and a $\\sigma$.\n", " * For a given kernel size, you can choose sigma so it fits $\\pm$ 3 standard deviations, $\\sigma = (k-1)/6$\n", " * Or for a given sigma, the kernel size that fits $\\pm$ 3 standard deviations is $k = 2*\\mathrm{ceil}(3*\\sigma)+1$\n", "* Not all the mass under the Gaussian fits in a finite kernel, so we usually renormalize the kernel so the weights sum to 1." ] }, { "cell_type": "markdown", "id": "580cff72-7ae9-4316-9221-0c3b9ade967f", "metadata": {}, "source": [ "#### HW Problems 1 - 4\n", "\n", "(1) $f \\otimes w$ indicates the *cross-correlation* of image $f$ with filter $w$. Compute the following cross-correlation using **same** output size and **zero** padding.\n", " $$\n", " \\begin{bmatrix}\n", " 0 & 1 & 0\\\\\n", " 0 & 1 & 0\\\\\n", " 0 & 1 & 0\n", " \\end{bmatrix} \\otimes\n", " \\begin{bmatrix}\n", " 1 & 2 & 1\\\\\n", " 2 & 4 & 2\\\\\n", " 1 & 2 & 1\n", " \\end{bmatrix}\n", " $$\n", "\n", "(2) Perform the same cross-correlation as above, but use **repeat** padding.\n", "\n", "(3) Perform the same cross-correlation as above, but use **valid** output size.\n", "\n", "(4) Describe in words the result of applying the following filter using cross-correlation. If you aren't sure, try applying it to the image above to gain intuition.\n", "\n", "$$\n", "\\begin{bmatrix}\n", " 0 & 0 & 0\\\\\n", " 0 & 0 & 1\\\\\n", " 0 & 0 & 0\n", "\\end{bmatrix}\n", "$$" ] }, { "cell_type": "markdown", "id": "63987b7a-14ce-42db-b999-0c9eca569c5e", "metadata": {}, "source": [ "### What else could we do with this?\n", "\n", "Let's mess with filter weights to do weird stuff." ] }, { "cell_type": "code", "execution_count": 44, "id": "5750c0e9-dfb7-45eb-bfca-2f675220b9d4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h = np.array([\n", " [-1, -1, -1, 0, 0],\n", " [-1, 0, 0, 0, 0],\n", " [-1, 0, 0, 0, 1],\n", " [0, 0, 0, 0, 1],\n", " [0, 0, 1, 1, 1]],dtype=np.float64)\n", "plt.imshow(filtering.filter(sticks, h), cmap=\"gray\")\n", "# plt.imshow(np.hstack([sticks, filtering.filter(sticks, h)]), cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": 27, "id": "4fad03ff-a294-46fb-a092-d1ffd2b0418e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h = np.array([\n", " [1, 0, 0, 0, 0],\n", " [0, 1, 0, 0, 0],\n", " [0, 0, 1, 0, 0],\n", " [0, 0, 0, 1, 0],\n", " [0, 0, 0, 0, 1]],dtype=np.float64) / 5\n", " \n", "plt.imshow(np.hstack([sticks, filtering.filter(sticks, h)]), cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": 45, "id": "da54f38a-0811-4aab-8d04-eab63422ac39", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h = np.array([\n", " [0, 0, 0, 0, 1],\n", " [0, 0, 0, 1, 0],\n", " [0, 0, 0, 0, 0],\n", " [0, -1, 0, 0, 0],\n", " [-1, 0, 0, 0, 0]], dtype=np.float64)\n", "\n", "plt.imshow(filtering.filter(bg, h), cmap=\"gray\")\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "id": "e928d33b-1694-4557-a2ad-bc5fb964b088", "metadata": {}, "source": [ "## **Break**" ] }, { "cell_type": "markdown", "id": "04f738e8-0395-468b-9beb-d59ed8f6add8", "metadata": {}, "source": [ "#### Math definitions\n", "\n", "Discrete cross-correlation:\n", "\n", "$$\n", "(f \\otimes g)(x, y) = \\sum_{j=-\\ell}^\\ell \\sum_{k=-\\ell}^\\ell f(x+j, y+k) * g(j, k)\n", "$$\n", "\n", "Note that $g$ is defined with (0, 0) at the center.\n", "\n", "Turns out there's a continuous version of this too! Sums become integrals:\n", "\n", "$$\n", "(f \\otimes g)(x, y) = \\int_{j=-\\infty}^\\infty \\int_{k=-\\infty}^\\infty f(x+j, y+k) * g(j, k)\n", "$$\n", "Why $\\infty$? Assume zero outside the boundaries." ] }, { "cell_type": "markdown", "id": "1a9d0b3e-99a7-4023-9c6f-5a43b1f5a33e", "metadata": {}, "source": [ "### Properties of Cross-Correlation\n", "\n", "Convolution vs cross-correlation\n", "\n", "Properties \n", "* Linearity: if $a$ is a scalar, $f$ is an image, and $g$, $h$ are filters, then:\n", "$$\\begin{align*}\n", "a(f \\otimes g) = f \\otimes ag = af \\otimes g \\\\\n", "(f \\otimes g) + (f \\otimes h) = f \\otimes (g + h)\n", "\\end{align*}$$\n", "* Associativity\n", " $$\n", " f \\otimes (g \\otimes h) = (f \\otimes g) \\otimes h\n", " $$\n", "* Commutativity?\n", " $$\n", " f \\otimes g \\overset{?}{=} g \\otimes f\n", " $$\n", " Check:\n", " $$\n", " \\begin{bmatrix}\n", " 0 & 0 & 0\\\\\n", " 0 & 1 & 0\\\\\n", " 0 & 0 & 0\n", " \\end{bmatrix} \\otimes\n", " \\begin{bmatrix}\n", " 1 & 2 & 3\\\\\n", " 4 & 5 & 6\\\\\n", " 7 & 8 & 9\n", " \\end{bmatrix}\n", " \\overset{?}{=}\n", " \\begin{bmatrix}\n", " 1 & 2 & 3\\\\\n", " 4 & 5 & 6\\\\\n", " 7 & 8 & 9\n", " \\end{bmatrix}\n", " \\otimes\n", " \\begin{bmatrix}\n", " 0 & 0 & 0\\\\\n", " 0 & 1 & 0\\\\\n", " 0 & 0 & 0\n", " \\end{bmatrix} \n", " $$" ] }, { "cell_type": "markdown", "id": "33eb79aa-7f0a-446c-a1f7-608423fd0a5a", "metadata": {}, "source": [ "**Aside:** The filter above (with just a 1 in the middle) is called the **identity** filter." ] }, { "cell_type": "markdown", "id": "233babb2-d63a-4fdd-b7fc-c140d15da030", "metadata": {}, "source": [ "### Convolution\n", "\n", "A small modification to cross-correlation yields **Convolution**:\n", "\n", "Cross-correlation ($\\otimes$):\n", "$$\n", "(f \\otimes g)(x, y) = \\sum_{j=-\\ell}^\\ell \\sum_{k=-\\ell}^\\ell f(x+j, y+k) * g(j, k)\n", "$$\n", "Convolution ($*$):\n", "$$\n", "(f * g)(x, y) = \\sum_{j=-\\ell}^\\ell \\sum_{k=-\\ell}^\\ell f(x-j, y-k) * g(j, k)\n", "$$\n", "\n", "This effectively **flips** the filter horizontally and vertically before applying it, and gains us **commutativity**." ] }, { "cell_type": "markdown", "id": "7c3d8302-6542-4000-9486-ffe20f46cbbc", "metadata": {}, "source": [ "### Okay, what can we do with these properties?\n", "\n", "#### We can blur, but can we sharpen?\n", "\n", "Key question: what did blurring *remove*?\n", "\n", "$I - blur(I)$\n" ] }, { "cell_type": "code", "execution_count": 46, "id": "e152d8bf-68bb-4b4c-9d74-21aad5098a33", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "orig = bg\n", "blurred = filtering.filter(bg, g)\n", "lost = orig - blurred\n", "\n", "plt.imshow(orig, cmap=\"gray\")\n", "\n" ] }, { "cell_type": "code", "execution_count": 47, "id": "87a48908-eeba-4b09-ba1c-bc6d8c7e49d0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(blurred, cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": 49, "id": "76ce9b0d-832f-4ddc-9f65-577aa14f2a91", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(lost, cmap=\"gray\")\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "id": "6111284e-0e52-410c-ad17-ef4fa27601be", "metadata": {}, "source": [ "What if we add back what's lost?" ] }, { "cell_type": "code", "execution_count": 50, "id": "efe75378-7ea2-425c-b012-b8497af22aa2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(np.hstack([orig, orig + lost]), cmap=\"gray\")" ] }, { "cell_type": "markdown", "id": "5425df6d-0e76-4a99-8c10-e652994454a6", "metadata": {}, "source": [ "(whiteboard - equations here for posterity)\n", "\n", "Let $I$ be the original image, $G$ be a Gaussian blur filter, and $D$ be 2 times the identity filter. Then the filtered image $I'$ is:\n", "\n", "\\begin{align*}\n", "I' &= I + (I - (I * G))\\\\\n", " &= (I + I) - (I * G))\\\\\n", " &= (I * D) - (I * G)\\\\\n", " &= I * (D - G)\\\\\n", "\\end{align*}" ] }, { "cell_type": "markdown", "id": "77a678fd-73d4-450c-b62e-ec3e62b3074f", "metadata": {}, "source": [ "Visual intuition:\n", "\n", "![](https://miro.medium.com/v2/resize:fit:720/format:webp/1*tvgDlagu7Tm7q7Y2Y6Gs0g.png)" ] }, { "cell_type": "code", "execution_count": 51, "id": "3a0cfa65-d1d6-40ad-85eb-cf3f6a4b69ea", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "d = np.zeros_like(g)\n", "d[4, 4] = 2\n", "\n", "sharp = d - g\n", "\n", "sharpened = filtering.filter(bg, sharp)\n", "plt.imshow(np.hstack([orig, sharpened]), cmap=\"gray\")\n" ] }, { "cell_type": "markdown", "id": "1f82542b-21a5-4ab8-9986-0ba995c41213", "metadata": {}, "source": [ "\n", "#### Efficiency trick: separable filters" ] }, { "cell_type": "markdown", "id": "058a0093-84be-4350-be92-a9e4c42ec02c", "metadata": {}, "source": [ "**Homework Problems 9-10**: \n", "\n", "9. Compute a 3x3 filter by convolving the following $1 \\times 3$ filter with its transpose using **full** output size and zero padding:\n", " $$\n", " \\begin{bmatrix}\n", " 1 & 2 & 1\\\\\n", " \\end{bmatrix}\n", " $$\n", "\n", "10. Suppose you have an image $F$ and you want to apply a $3 \\times 3$ filter $H$ like the one above that can be written as $H = G * G^T$, where $G$ is $1 \\times 3$. Which of the following will be more efficient?\n", " * $F * (G * G^T)$ \n", " * $(F * G) * G^T$" ] }, { "cell_type": "markdown", "id": "81f68205-7c38-451e-b230-0a7ca3e8e614", "metadata": {}, "source": [ "**Clarifying note**: The two 1D filters being combined (e.g., $G$ and $G^T$ above) don't have to be the same filter!\n", "\n", "For example, if\n", "* $G = \\begin{bmatrix} 1 & 2 & 1 \\end{bmatrix}$\n", "* $H = \\begin{bmatrix} 1 & 0 & -1 \\end{bmatrix}^T$\n", "\n", "then \n", "\n", "\n", "$G * H = \\begin{bmatrix}\n", " 1 & 2 & 1 \\\\\n", " 0 & 0 & 0 \\\\\n", "-1 &-2 &-1\n", "\\end{bmatrix}\n", "$,\n", "which is a funny-looking, but quite useful filter we'll see very soon!" ] }, { "cell_type": "markdown", "id": "8b6e41aa-910b-47fc-a9d7-898ec4bf121c", "metadata": {}, "source": [ "### What *can't* we do with convolution?\n", "\n", "**Homework Problem 11**: \n", "\n", "(11) For each of the following, decide whether it's possible to design a convolution filter that performs the given operation.\n", "\n", "* Max filter: the output pixel is the maximum value among the pixels in the input window\n", "* Threshold: the output pixel is\n", "\n", " * 255 if the input pixel is > 127\n", " * 0 otherwise\n", "* $y$ partial derivative: the output is a finite-differences approximation of the input image's vertical derivative $\\frac{\\partial}{\\partial y} f(x, y)$." ] } ], "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }