{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<center>\n",
    "<img src=\"../ontario-tech-univ-logo.png\" width=\"22%\">\n",
    "</center>\n",
    "\n",
    "# CSCI 3240U --- Computer Vision I\n",
    "\n",
    "## Lab 7 --- Interest Points and Local Descriptors\n",
    "\n",
    "Faisal Z. Qureshi  \n",
    "Faculty of Science, Ontario Tech University  \n",
    "Oshawa ON Canada  \n",
    "<http://vclab.science.ontariotechu.ca>\n",
    "\n",
    "*Fall 2026*\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Copyright information\n",
    "\n",
    "&copy; Faisal Qureshi"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## License\n",
    "\n",
    "<a rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc/4.0/\"><img alt=\"Creative Commons Licence\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by-nc/4.0/88x31.png\" /></a><br />This work is licensed under a <a rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc/4.0/\">Creative Commons Attribution-NonCommercial 4.0 International License</a>."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Outline\n",
    "\n",
    "- Image derivatives\n",
    "- Image gradients\n",
    "- Gradient magnitudes and angles\n",
    "- Quantization\n",
    "- Histogram computation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tasks\n",
    "\n",
    "### 1\n",
    "\n",
    "Complete the various steps needed to compute the rotation invariant descriptor.  You can use the following image to test your code\n",
    "~~~python\n",
    "DATA_FOLDER = '.'\n",
    "img = cv.imread(os.path.join(DATA_FOLDER, 'local-features-construction-2.jpg'), 0)\n",
    "img = cv.resize(img, (256, 256))\n",
    "\n",
    "plt.figure(figsize=(5,5))\n",
    "plt.imshow(img, cmap='gray');\n",
    "plt.plot([74],[175],'r.')\n",
    "~~~\n",
    "\n",
    "### 2\n",
    "\n",
    "Combine this code in the following method\n",
    "~~~python\n",
    "descriptor, I_patch, grad_patch, grad_patch_weighted, grad_color_patch = my_local_descriptor(img, r, c)\n",
    "~~~\n",
    "This method takes in an image `img` and row `r` and column `c` location.  The method returns a 128-dimensional descriptor.  It should also return $4$ $16\\times16$ patches around `(r,c)` locations.  `I_patch` is image intensity patch,  `grad_patch` is gradient magnitudes, `grad_patch_weighted` is weighted gradient magnitudes, and `grad_color_patch` returns the colorized gradient magnitudes. \n",
    "\n",
    "### 3\n",
    "\n",
    "Use this method to compute descriptors as follows:\n",
    "~~~python\n",
    "DATA_FOLDER = '.'\n",
    "img1 = cv.imread(os.path.join(DATA_FOLDER, 'local-features-construction-2.jpg'), 0)\n",
    "img1 = cv.resize(img1, (256, 256))\n",
    "\n",
    "img2 = cv.imread(os.path.join(DATA_FOLDER, 'local-features-construction-1.jpg'), 0)\n",
    "img2 = cv.resize(img2, (256, 256))\n",
    "\n",
    "desc1, p1, g1, gw1, gc1 = my_local_descriptor(img1, 175, 74)\n",
    "desc2, p2, g2, gw2, gc2 = my_local_descriptor(img2, 197, 106) \n",
    "desc3, p3, g3, gw3, gc3 = my_local_descriptor(img2, 100, 54)\n",
    "~~~\n",
    "\n",
    "### 4\n",
    "\n",
    "Next compute the distances between the three descriptors as follows:\n",
    "~~~python\n",
    "X = np.vstack([desc1, desc2, desc3])\n",
    "\n",
    "from scipy.spatial import distance_matrix\n",
    "distance_matrix(X, X)\n",
    "~~~\n",
    "\n",
    "### 5\n",
    "\n",
    "Comment whether or not desc1 is closer to desc2 than to desc3."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Starter code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2 as cv\n",
    "import numpy as np\n",
    "import scipy as sp\n",
    "from scipy import signal\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.cm as cm\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "DATA_FOLDER = '.'\n",
    "img = cv.imread(os.path.join(DATA_FOLDER, 'local-features-construction-2.jpg'), 0)\n",
    "img = cv.resize(img, (256, 256))\n",
    "\n",
    "plt.figure(figsize=(5,5))\n",
    "plt.imshow(img, cmap='gray')\n",
    "plt.plot([74],[175],'r.');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Image derivatives"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x1080 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,15))\n",
    "plt.subplot(221)\n",
    "plt.title('Ix')\n",
    "plt.imshow(Ix, cmap='gray')\n",
    "plt.subplot(222)\n",
    "plt.title('Iy')\n",
    "plt.imshow(Iy, cmap='gray');\n",
    "plt.subplot(223)\n",
    "plt.title('Grad')\n",
    "plt.imshow(Igrad, cmap='gray')\n",
    "plt.subplot(224)\n",
    "plt.title('Angle visualization')\n",
    "plt.imshow(Igrad_color);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 16x16 window patch\n",
    "\n",
    "Extract a $16x16$ window around location $(x,y)$.  Notice how images are stored in numpy.  Unlike the 2D $xy$ coordinate system that we are used to, here $x$ corresponds to columns and increase from left to right.  $y$ corresponds to rows and increase from top to bottom."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(5,5))\n",
    "plt.imshow(grad_patch, cmap='gray');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Weighted gradient magnitudes\n",
    "\n",
    "Get gradient magnitude and multiply it by a  $16 \\times 16$  Gaussian window of  $\\sigma=2.5$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,5))\n",
    "plt.subplot(131)\n",
    "plt.title('Gradient magnitude')\n",
    "plt.imshow(grad_patch, cmap='gray')\n",
    "plt.subplot(132)\n",
    "plt.title('Gaussian kernel')\n",
    "plt.imshow(g, cmap='gray')\n",
    "plt.subplot(133)\n",
    "plt.title('Gradient magnitude weighted')\n",
    "plt.imshow(grad_patch_weighted, cmap='gray');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Finding dominant angle\n",
    "\n",
    "Quantize angles to 36 bins (from 0 to 360 degrees).  Find the dominant angle (the angle that is most repeated).  Subtract dominant angle from every angle to achieve rotation invariant."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Construct feature descriptor\n",
    "\n",
    "Divide $16 \\times 16$ into $16$ blocks.  Each block is $4 \\times 4$.  Within each block, quantize angles into 8 bins (from 0 to 360 degrees).  Computed gradient magnitude weighted, normalized, angle histograms.  Each block thus returns an $8$-dimensional vector.  Concatenate $16$ $8$-dimensional vectors to construct a $128$-dimensional vector."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Putting it all together\n",
    "\n",
    "Now put the code together in one convenient function that computes the 128 dimensional descriptor at a particular location of a given grayscale image."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def my_local_descriptor(img, r, c):\n",
    "\n",
    "    descriptor = None \n",
    "    I_patch = None \n",
    "    grad_patch = None \n",
    "    grad_patch_weighted = None \n",
    "    grad_color_patch = None\n",
    "    \n",
    "    return descriptor, I_patch, grad_patch, grad_patch_weighted, grad_color_patch"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Check for rotation invariance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x360 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "DATA_FOLDER = '.'\n",
    "img1 = cv.imread(os.path.join(DATA_FOLDER, 'local-features-construction-2.jpg'), 0)\n",
    "img1 = cv.resize(img1, (256, 256))\n",
    "\n",
    "img2 = cv.imread(os.path.join(DATA_FOLDER, 'local-features-construction-1.jpg'), 0)\n",
    "img2 = cv.resize(img2, (256, 256))\n",
    "\n",
    "plt.figure(figsize=(10,5))\n",
    "plt.subplot(121)\n",
    "plt.imshow(img1, cmap='gray');\n",
    "plt.plot([74],[175],'r.')\n",
    "plt.subplot(122)\n",
    "plt.imshow(img2, cmap='gray');\n",
    "plt.plot([106],[196],'r.');\n",
    "plt.plot([54],[100],'b.');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dominant angle = 130.0 degrees\n",
      "dominant angle = 150.0 degrees\n",
      "dominant angle = 260.0 degrees\n"
     ]
    }
   ],
   "source": [
    "desc1, p1, g1, gw1, gc1 = my_local_descriptor(img1, 175, 74)\n",
    "desc2, p2, g2, gw2, gc2 = my_local_descriptor(img2, 197, 106) \n",
    "desc3, p3, g3, gw3, gc3 = my_local_descriptor(img2, 100, 54)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1080x1080 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15, 15))\n",
    "plt.subplot(331)\n",
    "plt.imshow(p1, cmap='gray')\n",
    "plt.subplot(332)\n",
    "plt.imshow(p2, cmap='gray')\n",
    "plt.subplot(333)\n",
    "plt.imshow(p3, cmap='gray')\n",
    "plt.subplot(334)\n",
    "plt.imshow(gc1, cmap='gray')\n",
    "plt.subplot(335)\n",
    "plt.imshow(gc2, cmap='gray')\n",
    "plt.subplot(336)\n",
    "plt.imshow(gc3, cmap='gray')\n",
    "plt.subplot(337)\n",
    "plt.imshow(gw1, cmap='gray')\n",
    "plt.subplot(338)\n",
    "plt.imshow(gw2, cmap='gray')\n",
    "plt.subplot(339)\n",
    "plt.imshow(gw3, cmap='gray');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lets compute distance between the three descriptors, and confirm that descriptor 1,2 are closer to each other than descriptors 1,3 and 2,3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Submission\n",
    "\n",
    "Include code and results on the images found in the above folder in a single jupyter notebook. *Submit via canvas.*"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<center>\n",
    "    <tr>\n",
    "    <td><img src=\"../ontario-tech-univ-logo.png\" width=\"25%\"></img></td>\n",
    "    </tr>\n",
    "</center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}