pm21-dragon/lectures/lecture-08/2 - erosion and blur.ipynb
2024-12-08 18:48:04 +01:00

527 lines
1.1 MiB

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"cell_type": "markdown",
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"## Object detection\n",
"\n",
"Tracking (following something over time) typically starts with object detection (localizing the thing in a given image)\n",
"\n",
"Background subtraction\n",
"\n",
"What is “background”?\n",
"\n",
"Thresholding for binarized images\n",
"\n",
"Connected component labeling\n",
"\n",
"![sensors-15-19369-g001.png](sensors-15-19369-g001.png)\n",
"Image: [Chao..Perán *Sensors* 2015](https://www.mdpi.com/1424-8220/15/8/19369)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Connected component labeling\n",
"\n",
"https://en.wikipedia.org/wiki/Connected-component_labeling\n",
"\n",
"![248px-Two-pass_connected_component_labeling.svg.png](248px-Two-pass_connected_component_labeling.svg.png)\n",
"Image: https://commons.wikimedia.org/wiki/File:Two-pass_connected_component_labeling.svg"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Blur and erosion\n",
"\n",
"## Operations to help thresholding\n",
"\n",
"Before thresholding: Gaussian blur\n",
"\n",
"![image25.png](image25.png)\n",
"Image: Ronneberger..Joffe Chromosome Research 2008\n",
"\n",
"Note that this is an example of [kernel based image processing](https://en.wikipedia.org/wiki/Kernel_(image_processing)). This is also called \"convolution\".\n",
"\n",
"![image23.png](image23.png)\n",
"Image: https://de.m.wikipedia.org/wiki/Datei:Halftone,_Gaussian_Blur.jpg\n",
"\n",
"After thresholding: Erosion, dilation\n",
"\n",
"See [wikipedia on Erosion](https://en.wikipedia.org/wiki/Erosion_(morphology)). Note the similarities to the kernel operations.\n",
"\n",
"![image24.png](image24.png)\n",
"Image: Cereser, PhD thesis 2016"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"!pip install 'imageio[ffmpeg]'"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from scipy import ndimage\n",
"import imageio # \"pip install 'imageio[ffmpeg]'\""
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Here we define a helper function which we call below to make sure\n",
"# an image is an \"unsigned 8 bit integer\". This way, we know they\n",
"# take only a single byte per pixel and have a value from 0..255.\n",
"\n",
"def ensure_dtype_uint8(arr):\n",
" return arr.astype(np.uint8)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"fname = 'short-movie20170810_182130.mp4'\n",
"reader = imageio.get_reader(fname)\n",
"for frame in reader:\n",
" frame0 = frame[:,:,1] # take only green channel\n",
" break"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"frame0.ndim"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(1024, 1280)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"frame0.shape"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(frame0,cmap='gray')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(frame0)\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(102, 1024, 1280)\n"
]
}
],
"source": [
"# get all frames into big 3D array\n",
"(height,width) = frame0.shape\n",
"all_frames = []\n",
"reader.set_image_index(0) # return to start of file\n",
"for frame in reader:\n",
" all_frames.append( frame[:,:,1] )\n",
"all_frames = np.array(all_frames)\n",
"print(all_frames.shape)\n",
"n_frames = len(all_frames)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"mean_frame = np.mean(all_frames, axis=0)\n",
"median_frame = np.median(all_frames, axis=0)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(mean_frame, cmap=\"jet\")\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(median_frame, cmap=\"jet\")\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"start_row, stop_row = (750,950)\n",
"start_col, stop_col = (400,800)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"frame = all_frames[0,:,:]\n",
"\n",
"plt.imshow(frame[start_row:stop_row,start_col:stop_col], cmap='jet')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(median_frame[start_row:stop_row,start_col:stop_col], cmap='jet')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(mean_frame[start_row:stop_row,start_col:stop_col], cmap='jet')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"frame_absdiff = abs(frame - median_frame)\n",
"\n",
"plt.imshow(frame_absdiff[start_row:stop_row,start_col:stop_col], cmap='jet')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"threshold = 70"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"bool\n"
]
},
{
"data": {
"text/plain": [
"dtype('uint8')"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tmp = frame_absdiff>threshold\n",
"print(tmp.dtype)\n",
"ensure_dtype_uint8(frame_absdiff>threshold).dtype"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"binarized = ensure_dtype_uint8(frame_absdiff>threshold)\n",
"plt.imshow(binarized[start_row:stop_row,start_col:stop_col], cmap='jet')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"blurred = ndimage.gaussian_filter(frame, sigma=6.0)\n",
"plt.imshow(blurred[start_row:stop_row,start_col:stop_col], cmap='jet')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"blurred_absdiff = abs(blurred - median_frame)\n",
"blur_threshold = 40\n",
"binarized_blurred = ensure_dtype_uint8(blurred_absdiff>blur_threshold)\n",
"plt.imshow(binarized_blurred[start_row:stop_row,start_col:stop_col], cmap='jet', interpolation='nearest')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"eroded = binarized_blurred\n",
"for i in range(4):\n",
" eroded = ndimage.binary_erosion(eroded)\n",
"plt.imshow(eroded.astype(np.uint8)[start_row:stop_row,start_col:stop_col], cmap='gray')\n",
"plt.colorbar();"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"celltoolbar": "Create Assignment",
"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": "3.11.10"
}
},
"nbformat": 4,
"nbformat_minor": 4
}