{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import cv2 as cv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part 1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## (a) Histogram computation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img0 = cv.imread('../a01images/Lenna.png' ,cv.IMREAD_COLOR)\n",
    "\n",
    "fig, axes= plt.subplots(figsize=(10,8))#, sharex='all', sharey='all', figsize=(13,13))\n",
    "channels = ['b', 'g', 'r'] # since opencv reads img as BGR channel order\n",
    "for i, channel in enumerate(channels):\n",
    "#histogram = cv.calcHist(images, channels, mask, histSize, ranges)\n",
    "    histogram = cv.calcHist([img0], [i], None, [256], [0,256])\n",
    "    plt.plot(histogram, color = channel)\n",
    "    plt.xlim([0, 255])\n",
    "plt.savefig('LaTeX Report/figures/hiscomp.eps')\n",
    "plt.show()\n",
    "\n",
    "plt.imshow(cv.cvtColor(img0, cv.COLOR_BGR2RGB)) \n",
    "cv.imwrite('LaTeX Report/figures/img0.png',img0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## (b) Histogram equalization. Show the histogram before and after."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "equalized_channels = []\n",
    "for channel in cv.split(img0):\n",
    "    equalized_channels.append(cv.equalizeHist(channel)) # source 8-bit single channel image.\n",
    "equalized_img = cv.merge(equalized_channels)\n",
    "\n",
    "fig, axes= plt.subplots(figsize=(10,8))\n",
    "for i, channel in enumerate(channels):\n",
    "#histogram = cv.calcHist(images, channels, mask, histSize, ranges)\n",
    "    histogram = cv.calcHist([equalized_img], [i], None, [256], [0,256])\n",
    "    plt.plot(histogram, color = channel)\n",
    "    plt.xlim([0, 255])\n",
    "plt.savefig('LaTeX Report/figures/hisequ.eps')\n",
    "plt.show()\n",
    "plt.imshow(cv.cvtColor(equalized_img, cv.COLOR_BGR2RGB))\n",
    "cv.imwrite('LaTeX Report/figures/equalized_img.png',equalized_img)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## (c) Intensity transformations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = cv.imread('../a01images/Lenna.png', cv.IMREAD_COLOR)\n",
    "\n",
    "a, b = [40,200]\n",
    "\n",
    "tr1 = np.linspace(0,a,100).astype('uint8')\n",
    "tr2 = np.linspace(a+1,b,30).astype('uint8')\n",
    "tr3 = np.linspace(b+1,255,126).astype('uint8')\n",
    "\n",
    "transf = np.concatenate((tr1, tr2), axis = 0)\n",
    "transf = np.concatenate((transf, tr3), axis = 0)\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "ax.plot(transf)\n",
    "ax.set_xlim(0,255)\n",
    "ax.set_ylim(0,255)\n",
    "ax.set_aspect('equal')\n",
    "#ax.set_title('transformation')\n",
    "plt.savefig('LaTeX Report/figures/transformation.eps')\n",
    "plt.show()\n",
    "\n",
    "fig, ax = plt.subplots(1,2)\n",
    "ax[0].imshow(img[:,:,::-1], cmap ='gray', vmin = 0, vmax = 255)\n",
    "ax[0].set_title('Original')\n",
    "cv.imwrite('LaTeX Report/figures/boriginal.png',img)\n",
    "img2 = cv.LUT(img, transf)\n",
    "ax[1].imshow(img2[:,:,::-1], cmap = 'gray', vmin = 0, vmax = 255)\n",
    "ax[1].set_title('Transformed')\n",
    "cv.imwrite('LaTeX Report/figures/btransformed.png',img2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## d)Gamma correction."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = cv.imread('../a01images/gamma1.jpg', cv.IMREAD_COLOR)\n",
    "cv.imwrite('LaTeX Report/figures/doriginal.png',img)\n",
    "\n",
    "def gammacorrect(image, gammaval):\n",
    "    table = np.array([(i/255.0)**(gamma)*255.0 for i in np.arange(0,256)]).astype('uint8')\n",
    "    img_gamma = cv.LUT(image, table)\n",
    "    cv.imwrite('LaTeX Report/figures/dgamma' + str(gammaval)[-1] +'.png',img_gamma)\n",
    "    \n",
    "gammas = [0.4,0.7,1.3]\n",
    "for gamma in gammas:\n",
    "    gammacorrect(img, gamma)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## (e) Gaussian smoothing. State kernel size and SIGMA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = cv.imread('../a01images/Lenna.png', cv.IMREAD_REDUCED_GRAYSCALE_2)\n",
    "cv.imwrite('LaTeX Report/figures/eoriginal.png',img)\n",
    "def gaussianSmooth(kernelSize, sigma):\n",
    "    max_abs = np.floor(kernelSize/2)\n",
    "    x_range = np.arange(-max_abs,max_abs +1,1) #(form -5 to +5 range)\n",
    "    y_range = np.arange(-max_abs,max_abs +1,1) #(form -5 to +5 range)\n",
    "\n",
    "    X,Y = np.meshgrid(x_range, y_range)\n",
    "\n",
    "    Z = np.exp((-(X**2 + Y**2))/(2*sigma**2))/(2*np.pi*sigma**2) # Gaussian function\n",
    "    kernel = Z\n",
    "    smoothed_img = cv.filter2D(img,-1,kernel)\n",
    "    cv.imwrite('LaTeX Report/figures/SmoothkernelS'+str(kernelSize)+'.png',smoothed_img)\n",
    "\n",
    "sigma = 1.5\n",
    "ksizes = [7,13,21]\n",
    "for kernelSize in ksizes:\n",
    "    gaussianSmooth(kernelSize, sigma)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## (f ) Unsharp masking."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = cv.imread('../a01images/moon.jpg', cv.IMREAD_GRAYSCALE)\n",
    "cv.imwrite('LaTeX Report/figures/foriginal.png',img)\n",
    "\n",
    "sigma = 2\n",
    "kernel = cv.getGaussianKernel(5, sigma) #create the gaussian kernel\n",
    "\n",
    "blurred = cv.sepFilter2D(img, -1, kernel, kernel, anchor=(-1,-1), delta=0, borderType=cv.BORDER_REPLICATE)\n",
    "mask = img.astype('float32') - blurred.astype('float32')\n",
    "k = 1 # when k =1 : unsharp masking, when k>1 : Highboost Filtering\n",
    "#dst= cv.addWeighted(src1, alpha, src2, beta, gamma)\n",
    "sharpened = cv.addWeighted(img.astype('float32') , 1., mask, k, 0)\n",
    "\n",
    "cv.imwrite('LaTeX Report/figures/blurred.png',blurred,)\n",
    "cv.imwrite('LaTeX Report/figures/mask.png',mask+120)\n",
    "cv.imwrite('LaTeX Report/figures/sharpened.png',sharpened)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## (g) Median filtering. State kernel size."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy import stats\n",
    "\n",
    "def noisy(noise_typ,image):    \n",
    "    \"\"\"\n",
    "    Parameters\n",
    "    ----------\n",
    "    image : ndarray\n",
    "        Input image data. Will be converted to float.\n",
    "    mode : str\n",
    "        One of the following strings, selecting the type of noise to add:\n",
    "\n",
    "        'gauss'     Gaussian-distributed additive noise.\n",
    "        'poisson'   Poisson-distributed noise generated from the data.\n",
    "        's&p'       Replaces random pixels with 0 or 1.\n",
    "        'speckle'   Multiplicative noise using out = image + n*image,where\n",
    "                    n is uniform noise with specified mean & variance.\n",
    "        \n",
    "        Source: https://stackoverflow.com/a/30609854\n",
    "    \"\"\"    \n",
    "    if noise_typ == \"gauss\":\n",
    "        row,col,ch= image.shape\n",
    "        mean = 0\n",
    "        var = 100.\n",
    "        sigma = var**0.5\n",
    "        gauss = np.random.normal(mean,sigma,(row,col,ch))\n",
    "        gauss = gauss.reshape(row,col,ch)\n",
    "        noisy = image + gauss\n",
    "        noisy = np.clip(noisy, 0.0, 255.0)\n",
    "        print(stats.describe(noisy.ravel()))\n",
    "        return noisy\n",
    "    elif noise_typ == \"s&p\":\n",
    "        # row,col,ch = image.shape\n",
    "        s_vs_p = 0.5\n",
    "        amount = 0.2\n",
    "        out = np.copy(image)\n",
    "        # Salt mode\n",
    "        num_salt = np.ceil(amount * image.size * s_vs_p)\n",
    "        coords = [np.random.randint(0, i - 1, int(num_salt))\n",
    "              for i in image.shape]\n",
    "        out[coords] = 255\n",
    "\n",
    "        # Pepper mode\n",
    "        num_pepper = np.ceil(amount* image.size * (1. - s_vs_p))\n",
    "        coords = [np.random.randint(0, i - 1, int(num_pepper))\n",
    "              for i in image.shape]\n",
    "        out[coords] = 0\n",
    "        return out\n",
    "    elif noise_typ == \"poisson\":\n",
    "        vals = len(np.unique(image))\n",
    "        vals = 2 ** np.ceil(np.log2(vals))\n",
    "        noisy = np.random.poisson(image * vals) / float(vals)\n",
    "        return noisy\n",
    "    elif noise_typ ==\"speckle\":\n",
    "        row,col,ch = image.shape\n",
    "        gauss = np.random.randn(row,col,ch)\n",
    "        gauss = gauss.reshape(row,col,ch)        \n",
    "        noisy = image + image * gauss\n",
    "        noisy = np.clip(noisy, 0.0, 255.0)\n",
    "        return noisy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-8-3863c797c6a1>:40: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n",
      "  out[coords] = 255\n",
      "<ipython-input-8-3863c797c6a1>:46: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n",
      "  out[coords] = 0\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = cv.imread('../a01images/Lenna.png', cv.IMREAD_COLOR)\n",
    "cv.imwrite('LaTeX Report/figures/goriginal.png',img)\n",
    "\n",
    "# noise generated using noisy function avalable at\n",
    "# Source: https://stackoverflow.com/a/30609854\n",
    "saltpepper = noisy(\"s&p\", img)\n",
    "medianfilterimage3 = cv.medianBlur(saltpepper, 3) \n",
    "medianfilterimage5 = cv.medianBlur(saltpepper, 5) \n",
    "\n",
    "cv.imwrite('LaTeX Report/figures/saltpepper.png',saltpepper)\n",
    "cv.imwrite('LaTeX Report/figures/medianfilterimage3.png',medianfilterimage3)\n",
    "cv.imwrite('LaTeX Report/figures/medianfilterimage5.png',medianfilterimage5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## (h) Bilateral filtering. Explain the theory of this as well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = cv.imread('../a01images/blateral.JPG', cv.IMREAD_REDUCED_GRAYSCALE_2)\n",
    "cv.imwrite('LaTeX Report/figures/horiginal.png',img)\n",
    "\n",
    "# noise generated using noisy function avalable at\n",
    "# Source: https://stackoverflow.com/a/30609854\n",
    "\n",
    "#dst=cv.GaussianBlur(src, ksize, sigmaX[, dst[, sigmaY[, borderType]]])\n",
    "gaussianB = cv.GaussianBlur(img, (9,9) ,6,6) #sigma = 6\n",
    "#dst = cv.bilateralFilter(src, d, sigmaColor, sigmaSpace[, dst[, borderType]])\n",
    "bl5 = cv.bilateralFilter(img,9,100,6) \n",
    "bl9 = cv.bilateralFilter(img,13,10,6) \n",
    "\n",
    "cv.imwrite('LaTeX Report/figures/gaussianB.png',gaussianB)\n",
    "cv.imwrite('LaTeX Report/figures/bl5.png',bl5)\n",
    "cv.imwrite('LaTeX Report/figures/bl9.png',bl9)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part 2: Count the rice grains in the rice image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "100\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1c766e7c0a0>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# reading the image a s an eight bit grayscale image\n",
    "# so the pixel values are in the range 0-255\n",
    "img = cv.imread(\"../a01images/rice.png\", cv.IMREAD_GRAYSCALE)\n",
    "cv.imwrite('LaTeX Report/figures/part2/2original.png',img)\n",
    "\n",
    "#--------------------binary segmentation------------------\n",
    "# transform input image into pure black and white form\n",
    "# pure white - rice grains\n",
    "# pure black - background\n",
    "\n",
    "# adaptive thresholding due to non uniform illumination in the image\n",
    "kernelSize, C = 25,-10\n",
    "img_adapt_thresh = th2 = cv.adaptiveThreshold(img,255,cv.ADAPTIVE_THRESH_MEAN_C, cv.THRESH_BINARY,kernelSize, C)\n",
    "cv.imwrite('LaTeX Report/figures/part2/img_adapt_thresh.png',img_adapt_thresh)\n",
    "\n",
    "# Morphological transformation:  Erosion\n",
    "# https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_morphological_ops/py_morphological_ops.html\n",
    "# to eliminate white noise and detach connected objects\n",
    "ksize = 3\n",
    "kernel = cv.getStructuringElement(cv.MORPH_RECT,(ksize,ksize))\n",
    "eroded_img = cv.erode(img_adapt_thresh, kernel)\n",
    "cv.imwrite('LaTeX Report/figures/part2/eroded_img.png',eroded_img)\n",
    "\n",
    "#---------------------Connected components Analysis(CCA)----------------------\n",
    "num_labels, labeledImg = cv.connectedComponents(eroded_img)\n",
    "cv.imwrite('LaTeX Report/figures/part2/labeledImg.png',labeledImg)\n",
    "\n",
    "# Background is considered as another object in CCA.\n",
    "# Therfore it needs to be subtracted to get the grain count\n",
    "num_grains = num_labels -1\n",
    "print(num_grains)\n",
    "\n",
    "#-------------------Show components using a color Map.-------------------------\n",
    "\n",
    "# find min and max pixel values and their locations the image.\n",
    "(minVal, maxVal, minLoc, maxLoc) = cv.minMaxLoc(labeledImg)\n",
    "\n",
    "# Normalize the image so the min value is 0 and max value is 255.\n",
    "labeledImg = (255/(maxVal-minVal)) * (labeledImg - minVal)\n",
    "\n",
    "# Applying the color map for better visulization\n",
    "imgColorMap = cv.applyColorMap(labeledImg.astype('uint8'), cv.COLORMAP_RAINBOW)\n",
    "\n",
    "# Making the background black\n",
    "imgColorMap[labeledImg==0] = 0\n",
    "cv.imwrite('LaTeX Report/figures/part2/imgColorMap.png',imgColorMap)\n",
    "\n",
    "# Display colormapped labels\n",
    "plt.imshow(imgColorMap[:,:,::-1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Part 3: A program to zoom images by a given factor in (0,10]."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def zoom(image, scaling_factor, method):\n",
    "    img = image\n",
    "    sf = scaling_factor\n",
    "    # Determining dimensions of the zoomed image\n",
    "    if len(img.shape) == 2: # for GRAYSCALE images\n",
    "        zoomedImgDims = [int(dim*sf) for dim in img.shape]\n",
    "    else: # for COLOR images\n",
    "        zoomedImgDims = [int(dim*sf) for dim in img.shape]\n",
    "        zoomedImgDims[2] = 3\n",
    "    # declaring an empty array to store values\n",
    "    zoomedImg = np.zeros(zoomedImgDims, dtype = img.dtype)\n",
    "#====================Nearest Neighbour Mehtod(NNM)=========================\n",
    "    if method == 'nn':        \n",
    "        for row in range(zoomedImg.shape[0]):\n",
    "            # Calculating corresponding pixels in original image \n",
    "            source_row = round(row/sf)\n",
    "            # Overflow handling\n",
    "            if source_row > img.shape[0]-1: source_row = img.shape[0]-1\n",
    "            for column in range(zoomedImg.shape[1]):\n",
    "                # Calculating corresponding pixels in original image        \n",
    "                source_column = round(column/sf)\n",
    "                # Overflow handling\n",
    "                if source_column > img.shape[1]-1: source_column = img.shape[1]-1\n",
    "                # Assigning pixel values\n",
    "                if len(img.shape) == 2:\n",
    "                    zoomedImg[row][column] = img[source_row][source_column]\n",
    "                else:\n",
    "                    for channel in range(3):\n",
    "                        zoomedImg[row][column][channel] = \\\n",
    "                                            img[source_row][source_column][channel]\n",
    "#======================Bilinear Interpolation Mehtod(BIM)==================     \n",
    "    if method == 'bi':\n",
    "        for row in range(zoomedImg.shape[0]):\n",
    "            # Calculating corresponding row in original image\n",
    "            row_position = row/sf\n",
    "            row_below = int(np.floor(row_position))\n",
    "            row_up = int(np.ceil(row_position))\n",
    "            if row_up > img.shape[0]-1: row_up = img.shape[0]-1\n",
    "            for column in range(zoomedImg.shape[1]):\n",
    "                # Calculating corresponding column in original image       \n",
    "                column_position = column/sf\n",
    "                column_previous = int(np.floor(column_position))\n",
    "                column_next = int(np.ceil(column_position))\n",
    "                if column_next > img.shape[1]-1: column_next = img.shape[1]-1\n",
    "\n",
    "                diff1 = row_position - row_below \n",
    "                diff2 = column_position - column_previous\n",
    "                if len(img.shape) == 2: # for GRAYSCALE images\n",
    "                    interVal1 = img[row_below][column_previous]*(1-diff1)\\\n",
    "                                + img[row_up][column_previous]*(diff1)\n",
    "                    interVal2 = img[row_below][column_next]*(1-diff1)\\\n",
    "                                + img[row_up][column_next]*(diff1)\n",
    "                    zoomedImg[row][column] = (interVal1*(1-diff2)\\\n",
    "                                              + interVal2*(diff2)).astype('uint8')\n",
    "                else: # for COLOR images\n",
    "                    for channel in range(3):\n",
    "                        interVal1 = img[row_below][column_previous][channel]*(1-diff1)\\\n",
    "                                + img[row_up][column_previous][channel]*(diff1)\n",
    "                        interVal2 = img[row_below][column_next][channel]*(1-diff1)\\\n",
    "                                + img[row_up][column_next][channel]*(diff1)\n",
    "                        zoomedImg[row][column][channel] = (interVal1*(1-diff2)\\\n",
    "                                                           + interVal2*(diff2)).astype('uint8')\n",
    "    return zoomedImg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Zooming image nnm...\n",
      "Zooming image bim...\n"
     ]
    }
   ],
   "source": [
    "img = cv.imread(\"../a01images/im09small.png\", cv.IMREAD_COLOR)\n",
    "print(\"Zooming image nnm...\")\n",
    "znn = zoom(img, 4, 'nn')\n",
    "print(\"Zooming image bim...\")\n",
    "zbi = zoom(img, 4, 'bi')\n",
    "\n",
    "imgo = cv.imread(\"../a01images/im09.png\", cv.IMREAD_COLOR)\n",
    "errornn = np.sum((imgo - znn)**2)\n",
    "errorbi = np.sum((imgo - zbi)**2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8166895\n"
     ]
    }
   ],
   "source": [
    "cv.imwrite('LaTeX Report/figures/part3/znn.png',znn)\n",
    "cv.imwrite('LaTeX Report/figures/part3/zbi.png',zbi)\n",
    "print(errornn-errorbi)"
   ]
  },
  {
   "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": "3.9.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}