{ "cells": [ { "cell_type": "markdown", "id": "c3109b7e-0092-47a3-aca2-288e745731ba", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Lecture 3A - Gradients and Edges" ] }, { "cell_type": "markdown", "id": "38efd636-c09e-4d1f-a828-33e0fcc75686", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "#### Goals\n", "* Know how to compute image derivatives using convolution filters\n", "* Understand how to derive and apply the the Sobel edge detection filter\n", "* Have an intuitive understanding of spatial frequency in images\n", "\n", "---\n", "* Know the meaning and construction of \"low pass\" and \"high pass\" filters\n", "* Know how to make images smaller:\n", " * The naive way via subsampling (and why this is bad)\n", " * The principled way by downsampling with prefiltering (and why this is better)\n", "* Know how to make images bigger" ] }, { "cell_type": "code", "execution_count": 41, "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", "%matplotlib inline\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": [ "#### Differentiating Images\n", "\n", "Images are functions; differentiation is an operator. What does it mean?\n", "\n", "Since they're functions of two variables, a single-valued output needs to be a partial derivative:\n", "* Horizontal ($x$) derivative: $\\frac{\\partial}{\\partial x} f(x, y)$\n", "* Vertical ($y$) derivative: $\\frac{\\partial}{\\partial y} f(x, y)$\n", "\n", "We have discrete (i.e., sampled) images, so we need to approximate this with finite differences. Let's design a convolution kernel that accomplishes this." ] }, { "cell_type": "markdown", "id": "ae56d0b8-2483-4b01-9541-7eec1d248409", "metadata": {}, "source": [ "Whiteboard: calculus reminder" ] }, { "cell_type": "markdown", "id": "1baa11f6-4349-46ea-9ec1-5fac511f0e17", "metadata": {}, "source": [ "##### Homework Problem 1\n", "\n", "Consider the following two candidate horizontal derivative filters.\n", "$$\n", "\\begin{bmatrix}\n", " 1 & -1 & 0\\\\\n", " \\end{bmatrix}\n", "$$\n", "\n", "$$\n", "\\begin{bmatrix}\n", " 1 & 0 & -1\\\\\n", " \\end{bmatrix}\n", "$$\n", "\n", " 1. Why is the negative number to the right of the positive one?\n", " 2. If we wanted to accurately calculate the slope with correct scale, how would we need to modify the above kernels?\n", " 3. What are the relative merits of each of these filters?" ] }, { "cell_type": "code", "execution_count": 42, "id": "f59449a2-c06c-4587-8fb3-1696f59bce08", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bikes = imageio.imread(\"../data/bikesgray.jpg\").astype(np.float32) / 255.0\n", "bikes = skim.transform.rescale(bikes, 0.5, anti_aliasing=True)\n", "bikes = bikes + np.random.randn(*bikes.shape) * 0.05\n", "\n", "util.imshow_gray(bikes)" ] }, { "cell_type": "code", "execution_count": 44, "id": "8813bee2-4801-408a-b449-bfa503d076c7", "metadata": {}, "outputs": [], "source": [ "dx = np.array([-1, 0, 1]).reshape((1, 3)) / 2\n", "dy = dx.T" ] }, { "cell_type": "markdown", "id": "26aeb88e-f10e-4c32-9a5b-97e186c929c2", "metadata": {}, "source": [ "**Look at `filtering.py`**\n", "* I tweaked our `filter` function to handle non-square kernels.\n", "* I added a `convolve` that just flips the kernel then runs `filter`" ] }, { "cell_type": "code", "execution_count": 45, "id": "17ff3f3c-21ee-4f6f-8a52-5cf36ea1f0f0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bx = filtering.filter(bikes, dx)\n", "by = filtering.filter(bikes, dy)\n", "\n", "util.imshow_gray(np.hstack([bx, by]))" ] }, { "cell_type": "code", "execution_count": 46, "id": "be4e679c-483f-4e0f-901a-0a95967ccb61", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "util.imshow_gray(np.hstack([bx[30:80, :50], by[30:80, :50]]))" ] }, { "cell_type": "markdown", "id": "c8bb5221-c5c0-465d-a204-1bbb5d7d4aac", "metadata": {}, "source": [ "Let's look at the intensities along a single scanline. This one is a vertical scanline that crosses the brick pattern." ] }, { "cell_type": "code", "execution_count": 47, "id": "571dcc54-c2de-49f2-91cb-e887a33ff8bc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(bikes[:,100])" ] }, { "cell_type": "code", "execution_count": 48, "id": "a3a450c3-0d65-4995-8a52-1bdf1eb9d249", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(by[:,100])" ] }, { "cell_type": "markdown", "id": "9aaff1c4-df55-49cf-8fce-3af54d99a304", "metadata": {}, "source": [ "This motivates an idea: blur the noise so that the real edges stick out!\n", "\n", "Why use 2 filters when you could use just 1?" ] }, { "cell_type": "markdown", "id": "f7af8640-2862-4f0b-b1e6-093193b05da5", "metadata": {}, "source": [ "##### Homework Problem 2\n", "\n", "Compute the following convolution using zero padding and describe the effect of the resulting kernel in words.\n", " $$\n", " \\begin{bmatrix}\n", " 1 & 2 & 1\\\\\n", " 2 & 4 & 2\\\\\n", " 1 & 2 & 1\n", " \\end{bmatrix} *\n", " \\begin{bmatrix}\n", " 0 & 0 & 0\\\\\n", " 1 & 0 & -1\\\\\n", " 0 & 0 & 0\n", " \\end{bmatrix} = \n", " \\begin{bmatrix}\n", " \\ & \\ & \\ \\\\\n", " \\ & \\ & \\ \\\\\n", " \\hspace{1em} & \\hspace{1em} & \\hspace{1em}\n", " \\end{bmatrix}\n", " $$" ] }, { "cell_type": "markdown", "id": "a455b715-c825-4e27-b43c-8e9bca5b4f57", "metadata": {}, "source": [ "Let's check our work:" ] }, { "cell_type": "code", "execution_count": 54, "id": "c58c0bbd-99be-46c7-a4a1-e988160d7ef0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 2., 0., -2.],\n", " [ 4., 0., -4.],\n", " [ 2., 0., -2.]], dtype=float32)" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "blur = np.array([\n", " [1, 2, 1],\n", " [2, 4, 2],\n", " [1, 2, 1]], dtype=np.float32)\n", "\n", "dx = np.array([\n", " [0, 0, 0],\n", " [1, 0, -1],\n", " [0, 0, 0]], dtype=np.float32)\n", "\n", "# check our answer\n", "xsobel = filtering.convolve(blur, dx)\n", "ysobel = xsobel.T\n", "xsobel" ] }, { "cell_type": "markdown", "id": "b38394b6-8f57-4fa0-a388-54af30261abc", "metadata": {}, "source": [ "This is more often written scaled down by 1/2:" ] }, { "cell_type": "code", "execution_count": 55, "id": "df7d3be8-6b49-4444-a8c4-5673fa28cb08", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([[ 1., 0., -1.],\n", " [ 2., 0., -2.],\n", " [ 1., 0., -1.]], dtype=float32),\n", " array([[ 1., 2., 1.],\n", " [ 0., 0., 0.],\n", " [-1., -2., -1.]], dtype=float32))" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xsobel /= 2\n", "ysobel = xsobel.T \n", "xsobel, ysobel" ] }, { "cell_type": "markdown", "id": "97423565-5b56-46c5-ad8e-237bb091762a", "metadata": {}, "source": [ "Two theories for why - you'll get the 1/2/1 version if you:\n", "* Use repeat padding instead of zero padding in the above convolution\n", "* Derive this from two separable 1D filters (`[1, 2, 1]` and `[1, 0, -1].T`)\n" ] }, { "cell_type": "markdown", "id": "d8f252d8-429f-4742-a9aa-bc0510213b77", "metadata": {}, "source": [ "### Back to Bikes!" ] }, { "cell_type": "code", "execution_count": 56, "id": "2bfcb5ce-f6c6-4595-8073-d83d49f7e04a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bx = filtering.convolve(bikes, xsobel)\n", "by = filtering.convolve(bikes, ysobel)\n", "\n", "util.imshow_gray(np.hstack([bx, by]))" ] }, { "cell_type": "code", "execution_count": 57, "id": "43bdfe3c-e198-4909-a92d-5b6314a5b617", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(by[:,100])" ] }, { "cell_type": "markdown", "id": "ab244076-f773-4e96-a310-db0e81e295b6", "metadata": {}, "source": [ "### From sobel to edge detection\n", "\n", "Direction-independent edge detector?\n", "First pass: gradient magnitude\n", "\n", "$$ \\Delta f =\n", "\\begin{bmatrix}\n", "\\frac{\\partial}{\\partial x} f \\\\\n", "\\frac{\\partial}{\\partial y} f\n", "\\end{bmatrix}\n", "$$\n", "Edge strength: gradient magnitude $||\\Delta f||$" ] }, { "cell_type": "code", "execution_count": 58, "id": "a042f14a-71f9-409d-acf2-f0d7edf15b37", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(np.sqrt(bx ** 2 + by**2), cmap=\"gray\")" ] }, { "cell_type": "markdown", "id": "63ab5021-7948-487d-858b-c6718d9e338b", "metadata": {}, "source": [ "This is useful enough that I wrote `filtering.grad_mag` to make it simple to do." ] }, { "cell_type": "code", "execution_count": 59, "id": "64827068-cf49-4008-a66c-7c85ed09fb88", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "util.imshow_gray(filtering.grad_mag(bikes))" ] }, { "cell_type": "markdown", "id": "3ec16544-4767-4b89-9a67-5179ab14226c", "metadata": {}, "source": [ "Classical fancier method: [**Canny Edge Detector**](https://en.wikipedia.org/wiki/Canny_edge_detector#Walkthrough_of_the_algorithm)\n", "* Convert to grayscale\n", "* Blur with 5x5 $\\sigma=1.4$ Gaussian\n", "* Calculate gradient magnitude\n", "* Apply non-maximum suppression\n", "* Threshold with 2 cutoffs for strong edges, weak edges, and non-edges\n", "* Preserve only weak edges that connect to strong edges" ] }, { "cell_type": "markdown", "id": "efd5c62a-f103-499f-ad9f-389b262fd4ad", "metadata": {}, "source": [] }, { "cell_type": "markdown", "id": "a043bf41-4050-4424-8d33-69eb365f64ee", "metadata": {}, "source": [ "## Spatial Frequency\n", "\n", "Whiteboard - intuition (only) for the Fourier decomposition" ] }, { "cell_type": "markdown", "id": "b8b1ddd1-543b-4c6f-8c48-626d8fd89020", "metadata": {}, "source": [ "#### Introducing: the Frequencyometer(TM)\n", "A very imprecise way of talking about what spatial frequencies are present in an image." ] }, { "cell_type": "code", "execution_count": 64, "id": "bcb0c24d-ff46-4acd-9025-5142f789d3ec", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "beans = imageio.imread(\"../data/beans.jpg\").astype(np.float32) / 255.0\n", "bg = skim.color.rgb2gray(beans) # grayscale beans\n", "\n", "plt.imshow(beans)" ] }, { "cell_type": "code", "execution_count": 61, "id": "bfd0ccf4-c628-42a6-896a-1dd5ffdebff2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(beans[400:500, 100:200])" ] }, { "cell_type": "code", "execution_count": 62, "id": "2134792d-cf8b-4de6-b3a3-f416c03db7c2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(beans[20:120, 500:600])" ] }, { "cell_type": "code", "execution_count": 63, "id": "00df5edf-38eb-478f-b48d-ee6d4d2bda84", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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