{ "cells": [ { "cell_type": "markdown", "id": "c3109b7e-0092-47a3-aca2-288e745731ba", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Lecture 12 - Rectified Stereo; The Camera Matrix" ] }, { "cell_type": "markdown", "id": "c0357b50-2962-423e-85f1-80217ec3d134", "metadata": {}, "source": [ "#### Announcements\n", "* New pairs:\n", " * Layla and Grayson\n", " * Finn and Charlie\n", " * Camiel and Ned\n", " * Shingo and Jacob\n", "* Project 2 due tonight! How's it going?\n", "* Project 3 out tomorrow; we'll cover plane sweep stereo in tomorrow's class\n", "* You can still respond to my Week 2 feedback email if you haven't already!\n", "* I think I fixed the github classroom uv issue for projects 2 and 3\n", " * If you created your repo before the fix, it may apply. You can edit .github/workflows/classroom.yml to add these lines before the `- name: Checkout code` line:\n", " ```yaml\n", " - name: Install the latest version of uv\n", " uses: astral-sh/setup-uv@v7\n", " ```\n", " \n", "* Week 2 Checkins today\n", "* Today's tea: Nepal Imperial Black or Four Seasons Oolong?" ] }, { "cell_type": "markdown", "id": "38efd636-c09e-4d1f-a828-33e0fcc75686", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "#### Goals\n", "* Be able to implement a basic rectified stereo depth estimation routine.\n", "* Understand why matching is the hard part of stereo vision.\n", "* Know the definition and formation of the stereo cost volume.\n", "* Know why and how to use the normalized cross-correlation cost function for stereo matching.\n", "* Understand the construction of the **intrinsic** and **extrinsic** camera matrices." ] }, { "cell_type": "code", "execution_count": 31, "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\n", "import features\n", "import geometry" ] }, { "cell_type": "markdown", "id": "ff70da82-3173-45ef-9ee1-47e9da0ff1ec", "metadata": {}, "source": [ "#### Outline\n", "\n", "* Rectified stereo:\n", "\n", " * depth from disparity reduces stereo vision to the correspondence problem\n", "\n", " * assumed a simple case: this is the **rectified case** where (assumptions)\n", "\n", " * correspondence - sounds familiar, but now it's dense. some metrics:\n", "\n", " * SSD - sum of squared differences\n", " * SAD - sum of absolute differences\n", " * CC - cross-correlation: filter the right scanline with the left patch; where product is highest, call it a match; in practice, use NCC instead:\n", " * NCC - normalized cross-correlation: standardize (subtract mean, divide by std) patches before multiplication to add invariance to photometric changes\n", "\n", " * The **cost volume**: given a matching cost c:\n", "\n", " ```\n", " for i in rows:\n", " for j in columns:\n", " for d in disparities:\n", " C[i, j, d] = c(img1[i,j], img2[i,j+d])\n", " ```\n", "\n", " (note that c will usually look at a patch around img[i,j])" ] }, { "cell_type": "code", "execution_count": 32, "id": "7406df0f-2ecb-4688-b1a7-e8a68b87912d", "metadata": {}, "outputs": [], "source": [ "left = util.imread_grayfloat(\"../data/flowers_left.png\")\n", "right = util.imread_grayfloat(\"../data/flowers_right.png\")" ] }, { "cell_type": "code", "execution_count": 33, "id": "1a2a4005-2c21-4625-87dc-9781ea5430e2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "util.imshow_gray(np.vstack((left, right)))" ] }, { "cell_type": "code", "execution_count": 34, "id": "b475fdd6-cc3c-4175-a659-f1de4cab9585", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# patch = left[115:125, 205:215]\n", "# patch = left[55:61, 102:107]\n", "patch = left[0:35, 45:80]\n", "\n", "util.imshow_gray(patch)" ] }, { "cell_type": "code", "execution_count": 35, "id": "ef053e92-75e9-4fbf-afc3-39154c6772ee", "metadata": {}, "outputs": [], "source": [ "def fast_filter(img, filter):\n", " return cv2.filter2D(img, -1, filter)" ] }, { "cell_type": "code", "execution_count": 36, "id": "8ef126e9-9c38-4c17-9cfc-4825d3402fcb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "kernel = patch - patch.mean()\n", "xcorr_out = fast_filter(right-right.mean(), patch-patch.mean())\n", "plt.imshow(np.vstack([right, xcorr_out/xcorr_out.max()]))" ] }, { "cell_type": "markdown", "id": "25ba059d-6406-4af0-a5d3-6e0d0758dce1", "metadata": {}, "source": [ "Define some cost functions:" ] }, { "cell_type": "code", "execution_count": 40, "id": "a19d9e0a-7dbb-4549-8689-bbd225e11b75", "metadata": {}, "outputs": [], "source": [ "import tqdm\n", "\n", "def ncc_cost(left_patch, right_patch):\n", " lp = left_patch - left_patch.mean()\n", " rp = right_patch - right_patch.mean()\n", " lp /= lp.std()\n", " rp /= rp.std()\n", " return (lp * rp).sum()\n", "\n", "def ssd_cost(left_patch, right_patch):\n", " return np.sum((left_patch - right_patch)**2)\n", "\n", "def sad_cost(left_patch, right_patch):\n", " return np.sum(np.abs(left_patch - right_patch))" ] }, { "cell_type": "markdown", "id": "d351a72e-b107-430d-b64f-f32b5b62e77a", "metadata": {}, "source": [ "Compute the cost volume:" ] }, { "cell_type": "code", "execution_count": 48, "id": "4eaa30ea-a75e-4666-9dba-13f36f292d25", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|█████████████████████████████████████████████████████████████| 120/120 [00:54<00:00, 2.20it/s]\n" ] }, { "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": [ "H, W = left.shape\n", "window = 5\n", "hw = window // 2\n", "\n", "COST = \"NCC\"\n", "\n", "disparity_img = np.zeros_like(left)\n", "\n", "disparity_limit = 60\n", "\n", "for i in tqdm.tqdm(range(hw, H-hw)): # for each row\n", " low_i = i-hw\n", " high_i = i+hw+1\n", " for j in range(hw, W-hw): # for each column within a local window\n", " low_j = j-hw\n", " high_j = j+hw+1\n", " \n", " # extract the left patch:\n", " left_patch = left[low_i:high_i, low_j:high_j] \n", " \n", " costs = 1e5 * np.ones((disparity_limit*2+1)) #initialize costs\n", " for d in range(-disparity_limit, disparity_limit+1): # for each possible disparity\n", " if 0 <= low_j+d and high_j+d <= W:\n", " \n", " # extract a right patch at the current disparity\n", " right_patch = right[low_i:high_i, low_j+d:high_j+d]\n", "\n", " # compute the cost \n", " if COST == \"NCC\":\n", " c = -ncc_cost(left_patch, right_patch)\n", " elif COST == \"SSD\":\n", " c = ssd_cost(left_patch, right_patch)\n", " elif COST == \"SAD\":\n", " c = sad_cost(left_patch, right_patch)\n", "\n", " costs[d + disparity_limit] = c\n", " \n", " # set the disparity to the one with lowest cost\n", " disparity_img[i,j] = np.argmin(costs) - disparity_limit\n", "\n", "plt.imshow(np.vstack([left, disparity_img/disparity_img.max()]))\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 49, "id": "c58b68a4-57ac-4fce-9c65-dd4e3320100e", "metadata": {}, "outputs": [], "source": [ "np.set_printoptions(suppress=True) # suppress scientific notation" ] }, { "cell_type": "code", "execution_count": 50, "id": "583d9283-31d1-454b-a5d3-008b735b1fcf", "metadata": {}, "outputs": [], "source": [ "points = np.array([\n", " [0, 0, -200],\n", " [-20, 50, -200],\n", " [-100, 100, -200]\n", "], dtype=np.float64).T" ] }, { "cell_type": "markdown", "id": "21de2b03-5c68-43bb-8f3f-a0b80ccaecc8", "metadata": {}, "source": [ "##### HW #2\n", "\n", "Suppose a camera is in canonical pose - that is, COP is at world origin, the optical axis runs along the negative z axis, and the projection plane is oriented with $x$ going right and $y$ going up in image space. The focal length of the camera is 100 (this is measured in pixels), and the height and width of the image are also 100. Find the image coordinates (i.e., pixel coordinates that correspond to indices into a numpy array) of the following three 3D points:\n", "\n", "* Point 1: $[0, 0, 200]$\n", "* Point 2: $[-20, 50, 200]$\n", "* Point 3: $[-100, 100, 200]$\n", "\n", "Keep in mind that in numpy arrays, the origin is at the top left and $y$ goes down." ] }, { "cell_type": "markdown", "id": "80d52d63-833d-46c7-bf5d-b7ce43eed9b2", "metadata": {}, "source": [ "##### HW #3\n", "\n", "Write down the intrinsics matrix $K$ that maps any point from camera coordinates to image coordinates as above. To check your work, make sure that applying the matrix to the three three points in the previous problem yields the expected result." ] }, { "cell_type": "code", "execution_count": null, "id": "b7b55ded-2e65-4870-9f47-a360daad7b8c", "metadata": {}, "outputs": [], "source": [ "# HW 3: fill in your intrinsics matrix here:\n", "K = np.array([\n", " [1, 0, 0],\n", " [0, 1, 0],\n", " [0, 0, 1]\n", "], dtype=np.float64)\n", "\n", "# HW 3: verify that K @ points yields the expected pixel coordiantes\n", "# apply k to points to get points_img" ] }, { "cell_type": "code", "execution_count": null, "id": "7136c715-da84-4f58-bfa3-3c7d42232e11", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "f4d853d0-e1d2-4ef4-b391-41d4371b162a", "metadata": {}, "source": [ "Now let's suppose we moved camera. It's now looking at the same points, but the camera center is at $[200, 0, -200]$ and it's rotated 90 degrees \"left\" - in terms of world coordinates, it's now facing down the negative $x$ axis, with $-z$ going right and $+y$ going up\n", "\n", "##### HW #4\n", "4. For world Points 1 and 3 above, give the 3D coordinates of these points in the camera's local coordiante system.\n", "\n", "##### HW #5\n", "5. Give a 4x4 frame (i.e., basis plus origin) matrix that describes this camera's pose; the contents of this matrix should be\n", " $$\n", " \\begin{bmatrix} \\mathbf{u} & \\mathbf{v} & \\mathbf{w} & \\mathbf{p} \\\\ 0 & 0 & 0 & 1\\end{bmatrix}\n", " $$\n", " where $\\mathbf{u},\\mathbf{v},\\mathbf{w}$ are the (x, y, and z) basis vectors of the camera's local coordinate system, and $\\mathbf{p}$​ is its origin.\n", "\n", "##### HW #6\n", "6. The above frame matrix is the \"frame-to-canonical\" matrix: it converts points represented in the given coordinate frame back into world coordinates. What we want instead for the camera matrix is the opposite: a matrix that transforms world coordinates into camera coordinates. Confirm (using software) that the **inverse** of the matrix that you gave in #5 correctly transforms world coordinates of Points 1 and 3 into the correct camera coordinates you found in #4.\n" ] }, { "cell_type": "code", "execution_count": null, "id": "810c6b00-51c9-43f4-af95-0bfba6364470", "metadata": {}, "outputs": [], "source": [ "# HW 5: write down the camera frame matrix \n", "cam_center = np.array([200, 0, -200], dtype=np.float64)\n", "frame = np.array([\n", " [1, 0, 0, 0],\n", " [0, 1, 0, 0],\n", " [0, 0, 1, 0],\n", " [0, 0, 0, 1]\n", "], dtype=np.float64)\n", "frame" ] }, { "cell_type": "code", "execution_count": null, "id": "c9ee885e-bbd7-40aa-bf74-eb39678af491", "metadata": {}, "outputs": [], "source": [ "np.linalg.inv(frame)" ] }, { "cell_type": "code", "execution_count": null, "id": "bb67f70f-585f-43b1-92b5-915ae1880750", "metadata": {}, "outputs": [], "source": [ "# make the 3D points into 3D homogeneous points so they can be translated\n", "points_4d = np.ones((4, 3))\n", "points_4d[:3, :] = points\n", "points_4d" ] }, { "cell_type": "code", "execution_count": null, "id": "ea9ae959-2ca6-489f-80bc-f5e9d97d66e5", "metadata": {}, "outputs": [], "source": [ "# HW 6: Apply the inverse frame matrix to get world coordinates to camera coordinates\n", "# apply inv(frame) to points_4d and normalize; store them in pts_cam\n" ] }, { "cell_type": "markdown", "id": "bc4a8eb4-7fee-4c72-b439-7174504dd11d", "metadata": {}, "source": [ "##### HW #7\n", "7. Find (again, using software) the final pixel locations of world points 1 and 3." ] }, { "cell_type": "code", "execution_count": null, "id": "2c3fdfaf-eda7-44a9-b79f-c16f3ef42bce", "metadata": {}, "outputs": [], "source": [ "# make the intrinsics 3x4 so it drops the 4th dimension\n", "K4d = np.zeros((3, 4))\n", "K4d[:3,:3] = K\n", "K4d" ] }, { "cell_type": "code", "execution_count": null, "id": "f2cf3e88-139c-4175-a4af-0d88a1789ecc", "metadata": {}, "outputs": [], "source": [ "# HW7: find the final pixel locations of the points in the transformed camera\n", "# apply K4d to pts_cam and store in pts_img\n" ] }, { "cell_type": "code", "execution_count": null, "id": "f6821a68-0f33-4478-ba98-65a2c2fac28d", "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }