{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Approach 2: Background estimation\n", "For this approach, we consider a time series of motion (and lapse) images, i.e. all images in the serious are close together in time (here +- 10 min).\n", "\n", "We extract the median image by taking the median of every pixel over all images in the series. Then, for every image the squared pixel-wise difference to the median image is computed. As in the previous approach, we assume that anomalous images highly differ from the median image.\n", "\n", "The median image is used as a (possibly more accurate) approximation of the background instead of the closest lapse image.\n", "\n", "### Advantages compared to approach 1a\n", "- more resistent to noise\n", "- more resistent to small object movements\n", "- only sensitive to camera movement within the time series\n", "\n", "### Problems\n", "- still no color information\n", "- the lighting difference within the series are still a problem" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n", "Found 3 sessions\n", "Session 'GFox_03' at folder: ./ResizedSessions_NoBackup/VIELAAS_Spring_Session03-VIELAAS_GFox_03\n", "Loaded scans.\n" ] } ], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "from tqdm.notebook import tqdm\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import warnings\n", "from scipy import ndimage\n", "from sklearn.linear_model import LogisticRegression\n", "\n", "from py.PlotUtils import plot_roc_curve, get_percentiles\n", "from py.Dataset import Dataset\n", "from py.ImageUtils import display_images\n", "from py.Labels import LABELS\n", "\n", "DIR = './ResizedSessions_NoBackup' # dataset directory\n", "\n", "ds = Dataset(DIR)\n", "session = ds.create_session(\"gfox_03\")\n", "append_lapse_image = False" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating motion map...\n", "45 images in set\n" ] } ], "source": [ "img_set = session.get_random_motion_image_set(day_only=True)\n", "if append_lapse_image:\n", " before, after, rel = img_set[0].get_closest_lapse_images()\n", " if rel < 0.15 and before is not None:\n", " img_set.append(before)\n", " if rel > 0.85 and after is not None:\n", " img_set.append(after)\n", "print(f\"{len(img_set)} images in set\")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9f93046643394902aafb1fa2673f4ba4", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/45 [00:00" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_images(imgs[:6], list(range(len(imgs)))[:12], row_size=3, size=(5, 3), cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Find median image\n", "median = np.median(imgs, axis=0)\n", "plt.figure(figsize=(10, 8))\n", "plt.imshow(median, cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "diffs = abs(imgs - median)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_images(diffs[:12], list(range(len(diffs)))[:12], row_size=4, size=(5, 3), cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Complete test" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "results = []\n", "\n", "with tqdm(total=len(session.motion_dates)) as pbar:\n", " for img_set in session.generate_motion_image_sets():\n", " # Optionally append a close lapse image\n", " if append_lapse_image:\n", " before, after, rel = img_set[0].get_closest_lapse_images()\n", " if rel < 0.15 and before is not None:\n", " img_set.append(before)\n", " if rel > 0.85 and after is not None:\n", " img_set.append(after)\n", " print(f\"{len(img_set)} images in set\")\n", " \n", " # Read all images\n", " imgs = []\n", " for img in img_set:\n", " arr = img.read(gray=True)\n", " # normalize\n", " # arr = (arr - np.mean(arr)) / np.std(arr)\n", " imgs.append(arr)\n", " pbar.update(1)\n", " imgs = np.array(imgs)\n", "\n", " # Find median image, calculate diffs\n", " median = np.median(imgs, axis=0)\n", " diffs = (imgs - median) ** 2\n", " means = np.mean(diffs, axis=(1,2))\n", " vars = np.var(diffs, axis=(1,2))\n", " for img, mean, var in zip(img_set, means, vars):\n", " results.append([img.filename, mean, var])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Save and load results" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "np.save(f\"Cache_NoBackup/approach2_{session.name}_results.npy\", results)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([['Beaver_01_00001.jpg', '0.03157315058171535',\n", " '0.008842501879227922'],\n", " ['Beaver_01_00002.jpg', '0.01590260488964755',\n", " '0.004257656931850018'],\n", " ['Beaver_01_00003.jpg', '0.005390408061453107',\n", " '0.00032305310691840193'],\n", " ...,\n", " ['Beaver_01_00693.jpg', '0.06754646257597216',\n", " '0.012471854739153881'],\n", " ['Beaver_01_00694.jpg', '0.055833027874570236',\n", " '0.008597549614760561'],\n", " ['Beaver_01_00695.jpg', '0.07819557309669879',\n", " '0.009699179824057685']], dtype='" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "normal = []\n", "anomalous = []\n", "motion_only_session = (session.name[0] == \"G\")\n", "for filename, mean, var in results:\n", " vals = [float(mean), float(var)]\n", " if not filename.startswith(\"20\"):\n", " # motion img, check label\n", " img_nr = int(filename[-9:-4])\n", " if img_nr in LABELS[session.name][\"normal\"]:\n", " normal.append(vals)\n", " elif img_nr not in LABELS[session.name][\"not_annotated\"]:\n", " anomalous.append(vals)\n", " else:\n", " # lapse image, always normal\n", " assert not motion_only_session\n", " normal.append(vals)\n", "normal = np.array(normal)\n", "anomalous = np.array(anomalous)\n", "\n", "plt.figure(figsize=(16,16))\n", "plt.scatter(anomalous[:,0], anomalous[:,1], label=\"Anomalous\", color=\"red\", marker=\"x\")\n", "plt.scatter(normal[:,0], normal[:,1], label=\"Normal\", color=\"blue\", marker=\"x\")\n", "plt.xscale(\"log\")\n", "plt.yscale(\"log\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Thresholding & Scores" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(3105, 2)\n", "(3105,)\n" ] } ], "source": [ "y_anom = anomalous\n", "assert y_anom.shape[1] == 2\n", "\n", "y_norm = normal\n", "assert y_norm.shape[1] == 2\n", "\n", "X = np.concatenate([y_norm, y_anom])\n", "print(X.shape)\n", "y = np.concatenate([-np.ones((y_norm.shape[0])), np.ones((y_anom.shape[0]))])\n", "print(y.shape)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sqmean auc = 0.6018951247987953\n", "0.9 percentile : TPR = 0.9057, FPR = 0.9684 <-> TNR = 0.0316 @ thresh 0.0003758795016096645\n", "0.95 percentile : TPR = 0.9727, FPR = 0.9764 <-> TNR = 0.0236 @ thresh 0.0002671284369219634\n", "0.98 percentile : TPR = 0.9850, FPR = 0.9772 <-> TNR = 0.0228 @ thresh 0.0002464688812231967\n", "0.99 percentile : TPR = 0.9904, FPR = 0.9819 <-> TNR = 0.0181 @ thresh 0.0002225624735737834\n", "sqvar auc = 0.5664796239110761\n", "0.9 percentile : TPR = 0.9003, FPR = 0.9633 <-> TNR = 0.0367 @ thresh 9.54648154742993e-06\n", "0.95 percentile : TPR = 0.9508, FPR = 0.9684 <-> TNR = 0.0316 @ thresh 3.238179320252646e-06\n", "0.98 percentile : TPR = 0.9809, FPR = 0.9815 <-> TNR = 0.0185 @ thresh 9.98492551834797e-07\n", "0.99 percentile : TPR = 0.9904, FPR = 0.9857 <-> TNR = 0.0143 @ thresh 5.41580910027951e-07\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "vals = [\"sqmean\", \"sqvar\"]\n", "for i in range(2):\n", " fpr, tpr, thresholds, auc_score = plot_roc_curve(y, X[:,i], f\"Background estimation, {vals[i]}\", savefile=f\"plots/approach2/roc_curves/{session.name}_{vals[i]}\", show=False, figsize=(5,5))\n", " print(f\"{vals[i]} auc = {auc_score}\")\n", " get_percentiles(fpr, tpr, thresholds)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Experiment 2: Add Gaussian filter\n", "Two orders possible:\n", "- 1. Gaussian filter images, 2. Calculate median image\n", "- 1. Calculate median image, 2. Gaussian filter images + median image\n", "\n", "Experiments show that order 1 yields better results." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "sigma = 4" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "07b5ec5af7be40d3a39919d338409cf9", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/4285 [00:00 0.85 and after is not None:\n", " img_set.append(after)\n", " print(f\"{len(img_set)} images in set\")\n", " \n", " # Read all images\n", " imgs = []\n", " for img in img_set:\n", " arr = img.read(gray=True)\n", " # normalize\n", " # arr = (arr - np.mean(arr)) / np.std(arr)\n", " imgs.append(arr)\n", " pbar.update(1)\n", " imgs = np.array(imgs)\n", "\n", " # filter images\n", " for i in range(len(imgs)):\n", " imgs[i] = ndimage.gaussian_filter(imgs[i], sigma=sigma)\n", "\n", " # Find median image\n", " median = np.median(imgs, axis=0)\n", "\n", " # calculate diffs\n", " diffs = (imgs - median) ** 2\n", " means = np.mean(diffs, axis=(1,2))\n", " vars = np.var(diffs, axis=(1,2))\n", " for img, mean, var in zip(img_set, means, vars):\n", " results.append([img.filename, mean, var])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Save and load results" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "np.save(f\"Cache_NoBackup/approach2_{session.name}_sigma{sigma}_results.npy\", results)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([['Beaver_01_00001.jpg', '0.01584533247488625',\n", " '0.0026823466841092818'],\n", " ['Beaver_01_00002.jpg', '0.008824170959448192',\n", " '0.0010263360919268011'],\n", " ['Beaver_01_00003.jpg', '0.0013506161474556024',\n", " '5.737223796775002e-05'],\n", " ...,\n", " ['Beaver_01_00693.jpg', '0.04884697176797362',\n", " '0.007907754301799172'],\n", " ['Beaver_01_00694.jpg', '0.037500496727618925',\n", " '0.004932861765486779'],\n", " ['Beaver_01_00695.jpg', '0.06166672730106219',\n", " '0.004550548160890873']], dtype='" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "normal = []\n", "anomalous = []\n", "motion_only_session = (session.name[0] == \"G\")\n", "for filename, mean, var in results:\n", " vals = [float(mean), float(var)]\n", " if not filename.startswith(\"20\"):\n", " # motion img, check label\n", " img_nr = int(filename[-9:-4])\n", " if img_nr in LABELS[session.name][\"normal\"]:\n", " normal.append(vals)\n", " elif img_nr not in LABELS[session.name][\"not_annotated\"]:\n", " anomalous.append(vals)\n", " else:\n", " # lapse image, always normal\n", " assert not motion_only_session\n", " normal.append(vals)\n", "normal = np.array(normal)\n", "anomalous = np.array(anomalous)\n", "\n", "plt.figure(figsize=(16,16))\n", "plt.scatter(anomalous[:,0], anomalous[:,1], label=\"Anomalous\", color=\"red\", marker=\"x\")\n", "plt.scatter(normal[:,0], normal[:,1], label=\"Normal\", color=\"blue\", marker=\"x\")\n", "plt.xscale(\"log\")\n", "plt.yscale(\"log\")\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Thresholding & Scores" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2738, 2)\n", "(2738,)\n" ] } ], "source": [ "y_anom = anomalous\n", "assert y_anom.shape[1] == 2\n", "\n", "y_norm = normal\n", "assert y_norm.shape[1] == 2\n", "\n", "X = np.concatenate([y_norm, y_anom])\n", "print(X.shape)\n", "y = np.concatenate([-np.ones((y_norm.shape[0])), np.ones((y_anom.shape[0]))])\n", "print(y.shape)" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sqmean auc = 0.9660719179422934\n", "0.9 percentile : TPR = 0.9024, FPR = 0.0630 <-> TNR = 0.9370 @ thresh 0.0019918023103186093\n", "0.95 percentile : TPR = 0.9512, FPR = 0.0770 <-> TNR = 0.9230 @ thresh 0.0015200018108547971\n", "0.98 percentile : TPR = 0.9837, FPR = 0.1236 <-> TNR = 0.8764 @ thresh 0.0009584579791728374\n", "0.99 percentile : TPR = 0.9919, FPR = 0.1693 <-> TNR = 0.8307 @ thresh 0.0006298934033365306\n", "sqvar auc = 0.9812065275548422\n", "0.9 percentile : TPR = 0.9024, FPR = 0.0445 <-> TNR = 0.9555 @ thresh 3.187573137314759e-05\n", "0.95 percentile : TPR = 0.9512, FPR = 0.0490 <-> TNR = 0.9510 @ thresh 2.6650384273320288e-05\n", "0.98 percentile : TPR = 0.9837, FPR = 0.0783 <-> TNR = 0.9217 @ thresh 1.4823147816135393e-05\n", "0.99 percentile : TPR = 0.9919, FPR = 0.0827 <-> TNR = 0.9173 @ thresh 1.3226769228072742e-05\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "vals = [\"sqmean\", \"sqvar\"]\n", "for i in range(2):\n", " fpr, tpr, thresholds, auc_score = plot_roc_curve(y, X[:,i], f\"Background estimation, {vals[i]}, σ={sigma}\", savefile=f\"plots/approach2/roc_curves/{session.name}_{vals[i]}_sigma{sigma}\", show=False, figsize=(5,5))\n", " print(f\"{vals[i]} auc = {auc_score}\")\n", " get_percentiles(fpr, tpr, thresholds)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.6.9 64-bit", "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": "3.6.9" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" } } }, "nbformat": 4, "nbformat_minor": 2 }