{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"%%HTML\n",
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Image Segmentaion\n",
"\n",
"**Mahmood Amintoosi, Fall 2024**\n",
"\n",
"Computer Science Dept, Ferdowsi University of Mashhad"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# Importing Necessary Libraries\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from sklearn.cluster import KMeans\n",
"from skimage import data\n",
"from skimage.color import rgb2gray"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[3, 4, 3, 2, 1, 0],\n",
" [5, 8, 0, 7, 1, 8],\n",
" [9, 5, 5, 2, 7, 6],\n",
" [1, 2, 7, 4, 2, 5],\n",
" [1, 4, 3, 5, 9, 4]])"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img = np.random.randint(10, size=(5, 6))\n",
"img"
]
},
{
"cell_type": "code",
"execution_count": 3,
"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": [
"plt.figure(figsize=(3, 4))\n",
"plt.imshow(img, cmap=plt.cm.gray)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Image segmentation by thresholding"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(numpy.ndarray,\n",
" array([[False, False, False, False, False, False],\n",
" [False, True, False, True, False, True],\n",
" [ True, False, False, False, True, True],\n",
" [False, False, True, False, False, False],\n",
" [False, False, False, False, True, False]]))"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"seg_img = img > 5\n",
"type(seg_img), seg_img"
]
},
{
"cell_type": "code",
"execution_count": 5,
"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": [
"# plot each image ...\n",
"# ... side by side\n",
"fig = plt.figure(figsize=(6, 4))\n",
"fig.add_subplot(1, 2, 1) # subplot one\n",
"plt.imshow(img, cmap=plt.cm.gray, vmin=0, vmax=9)\n",
"\n",
"fig.add_subplot(1, 2, 2) # subplot two\n",
"# my data is OK to use gray colormap (0:black, 1:white)\n",
"plt.imshow(seg_img, cmap=plt.cm.gray, vmin=0, vmax=1) # use appropriate colormap here"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Using K-means"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\m.amintoosi\\AppData\\Roaming\\Python\\Python310\\site-packages\\sklearn\\cluster\\_kmeans.py:1412: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n",
" super()._check_params_vs_input(X, default_n_init=10)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1 1 1 0 0 0 0]\n",
"[[8.5]\n",
" [2. ]]\n"
]
}
],
"source": [
"integer_array = np.array([1, 2, 3, 7, 8, 9, 10])\n",
"X = integer_array.reshape(-1, 1)\n",
"# Create an instance of the KMeans class\n",
"kmeans = KMeans(n_clusters=2)\n",
"# Fit the K-means model to the data\n",
"kmeans.fit(X)\n",
"# Get the labels assigned by the K-means algorithm\n",
"labels = kmeans.labels_\n",
"# Get the cluster cluster_centers\n",
"cluster_centers = kmeans.cluster_centers_\n",
"\n",
"print(labels)\n",
"print(cluster_centers)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Wrong Method!"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1 0 0 1 1]\n",
"[[7. 6.5 2.5 4.5 4. 7. ]\n",
" [1.66666667 3.33333333 4.33333333 3.66666667 4. 3. ]]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\m.amintoosi\\AppData\\Roaming\\Python\\Python310\\site-packages\\sklearn\\cluster\\_kmeans.py:1412: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n",
" super()._check_params_vs_input(X, default_n_init=10)\n"
]
}
],
"source": [
"kmeans = KMeans(n_clusters=2)\n",
"kmeans.fit(img)\n",
"labels = kmeans.labels_\n",
"cluster_centers = kmeans.cluster_centers_\n",
"print(labels)\n",
"print(cluster_centers)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Right Method"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0 0 0 0 0 0 1 1 0 1 0 1 1 1 1 0 1 1 0 0 1 0 0 1 0 0 0 1 1 0]\n",
"[[2.17647059]\n",
" [6.61538462]]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\m.amintoosi\\AppData\\Roaming\\Python\\Python310\\site-packages\\sklearn\\cluster\\_kmeans.py:1412: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n",
" super()._check_params_vs_input(X, default_n_init=10)\n"
]
}
],
"source": [
"# img.flatten('F')\n",
"X = img.reshape(-1,1)\n",
"kmeans.fit(X)\n",
"labels = kmeans.labels_\n",
"cluster_centers = kmeans.cluster_centers_\n",
"print(labels)\n",
"print(cluster_centers)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(5, 6)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"seg_img_labels = labels.reshape(img.shape)\n",
"seg_img_labels.shape"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(6, 4))\n",
"plt.imshow(seg_img_labels, cmap=plt.cm.gray) "
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[0, 0, 0, 0, 0, 0],\n",
" [1, 1, 0, 1, 0, 1],\n",
" [1, 1, 1, 0, 1, 1],\n",
" [0, 0, 1, 0, 0, 1],\n",
" [0, 0, 0, 1, 1, 0]])"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"seg_img_labels"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Using cluster_centers, instead of K-means labels"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(array([[2.17647059],\n",
" [6.61538462]]),\n",
" array([[2, 2, 2, 2, 2, 2],\n",
" [6, 6, 2, 6, 2, 6],\n",
" [6, 6, 6, 2, 6, 6],\n",
" [2, 2, 6, 2, 2, 6],\n",
" [2, 2, 2, 6, 6, 2]]))"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# seg_img_labels is the labels that was reshaped\n",
"seg_img_centers = np.zeros_like(img)\n",
"seg_img_centers[seg_img_labels == 0] = cluster_centers[0]\n",
"seg_img_centers[seg_img_labels == 1] = cluster_centers[1]\n",
"cluster_centers, seg_img_centers\n",
"# type(cluster_centers[0,0]), type(seg_img_centers[0,0])"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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OXblyRb/88ou2bt1qeiRfOHDggCYnJzUxMZFfWlpadOLECU1MTLwUAQ86Mr84cr8wcv9coK7cJSkej6u9vV0tLS3as2ePzp49q7m5OXV0dJgezZhYLKaLFy/q6tWrCofDmpqakiRFIhGtXr3a8HTmhMPhF+4/rl27VuvXr+e+ZICQ+YWR+4WR++cCV+7Hjx/Xw4cPdfr0aU1NTWnHjh26fv36C1+4eZn09/dLkvbv31+w/vvvv9fJkycrPxBQQmR+YeQe/4XfcwcAwDKBuucOAACWRrkDAGAZyh0AAMtQ7gAAWIZyBwDAMpQ7AACWodwBALAM5Q4AgGUodwAALEO5AwBgGcodAADL/A//wsUhMUfJUQAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(6, 4))\n",
"fig.add_subplot(1, 2, 1) # subplot one\n",
"plt.imshow(seg_img_centers, cmap=plt.cm.gray, vmin=0, vmax=9) # use appropriate colormap here\n",
"\n",
"fig.add_subplot(1, 2, 2) # subplot two\n",
"plt.imshow(seg_img_labels, cmap=plt.cm.gray) # use appropriate colormap here"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"https://www.geeksforgeeks.org/image-segmentation-using-pythons-scikit-image-module/"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"# !pip install scikit-image"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"((400, 600, 3), numpy.uint8)"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Sample Image of scikit-image package\n",
"coffee = data.coffee()\n",
"coffee.shape, type(coffee[0, 0, 0])"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Setting the plot size to 15,15\n",
"plt.figure(figsize=(10, 5))\n",
"plt.subplot(1, 2, 1)\n",
"\n",
"# Displaying the sample image\n",
"plt.imshow(coffee)\n",
"\n",
"# Converting RGB image to Monochrome\n",
"gray_coffee = rgb2gray(coffee)\n",
"plt.subplot(1, 2, 2)\n",
"\n",
"# Displaying the sample image - Monochrome\n",
"# Format\n",
"plt.axis(\"off\")\n",
"plt.imshow(gray_coffee, cmap=\"gray\")"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"notebookRunGroups": {
"groupValue": "1"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\m.amintoosi\\AppData\\Roaming\\Python\\Python310\\site-packages\\sklearn\\cluster\\_kmeans.py:1412: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n",
" super()._check_params_vs_input(X, default_n_init=10)\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"X = gray_coffee.reshape(-1,1)\n",
"kmeans = KMeans(n_clusters=4)\n",
"kmeans.fit(X)\n",
"labels = kmeans.labels_\n",
"seg_img_labels = labels.reshape(gray_coffee.shape)\n",
"\n",
"plt.figure(figsize=(10, 5))\n",
"plt.subplot(1, 2, 1)\n",
"plt.axis(\"off\")\n",
"plt.imshow(gray_coffee, cmap=\"gray\")\n",
"\n",
"plt.subplot(1, 2, 2)\n",
"plt.axis(\"off\")\n",
"plt.imshow(seg_img_labels, cmap=\"gray\", vmin=0, vmax=3)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Using K-means centers"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\m.amintoosi\\AppData\\Roaming\\Python\\Python310\\site-packages\\sklearn\\cluster\\_kmeans.py:1412: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n",
" super()._check_params_vs_input(X, default_n_init=10)\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"kmeans = KMeans(n_clusters=4)\n",
"kmeans.fit(X)\n",
"labels = kmeans.labels_\n",
"cluster_centers = kmeans.cluster_centers_\n",
"\n",
"## New approach for replacing each pixel \n",
"# with corresponding cluster center\n",
"\n",
"seg_img_centers = cluster_centers[labels]\n",
"seg_img_centers = seg_img_centers.reshape(gray_coffee.shape)\n",
"\n",
"plt.figure(figsize=(10, 5))\n",
"plt.subplot(1, 2, 1)\n",
"plt.axis(\"off\")\n",
"plt.imshow(gray_coffee, cmap=\"gray\")\n",
"\n",
"plt.subplot(1, 2, 2)\n",
"plt.axis(\"off\")\n",
"plt.imshow(seg_img_centers, cmap=\"gray\", vmin=0, vmax=1)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "pth",
"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": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 2
}