{ "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 absolute 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": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 2 sessions\n", "Session 'Beaver_01' at folder: ./ResizedSessions_NoBackup/VIELAAS_Spring_Session01-VIELAAS_Beaver_01\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", "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(\"beaver_01\")\n", "append_lapse_image = False" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5 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:\n", " img_set.append(before)\n", " if rel > 0.85:\n", " img_set.append(after)\n", "print(f\"{len(img_set)} images in set\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "35a53b1270984125b9ac1babc69d85f6", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/5 [00:00" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_images(imgs, range(len(imgs)), row_size=4, size=(4, 3), cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "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": 6, "metadata": {}, "outputs": [], "source": [ "diffs = abs(imgs - median)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "display_images(diffs, range(len(diffs)), row_size=4, size=(4, 3), cmap=\"gray\", vmin=0, vmax=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Complete test" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "43118b69ec8047109889c0d22249cf69", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/10 [00:00 0.85:\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 tqdm(img_set):\n", " arr = img.read(gray=True)\n", " # normalize\n", " # arr = (arr - np.mean(arr)) / np.std(arr)\n", " imgs.append(arr)\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": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "np.save(f\"Cache_NoBackup/approach2_{session.name}_results.npy\", results)" ] }, { "cell_type": "code", "execution_count": 2, "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", "for filename, mean, var in results:\n", " vals = [float(mean), float(var)]\n", " if filename.startswith(session.name):\n", " # motion img, check label\n", " img_nr = int(filename[10:-4])\n", " if img_nr > LABELS[session.name][\"max\"]:\n", " continue\n", " elif img_nr in LABELS[session.name][\"normal\"]:\n", " normal.append(vals)\n", " else:\n", " anomalous.append(vals)\n", " else:\n", " # lapse image, always normal\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": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(695, 2)\n", "(695,)\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": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.9 percentile : TPR = 0.9002, FPR = 0.3649 <-> TNR = 0.6351 @ thresh 0.0007269817248210409\n", "0.95 percentile : TPR = 0.9517, FPR = 0.5270 <-> TNR = 0.4730 @ thresh 0.0005430025581166926\n", "0.98 percentile : TPR = 0.9823, FPR = 0.7432 <-> TNR = 0.2568 @ thresh 0.0002750924518440848\n", "0.99 percentile : TPR = 0.9984, FPR = 0.8243 <-> TNR = 0.1757 @ thresh 0.000207626329407939\n", "0.9 percentile : TPR = 0.9388, FPR = 0.3378 <-> TNR = 0.6622 @ thresh 4.214468204943651e-06\n", "0.95 percentile : TPR = 0.9501, FPR = 0.4054 <-> TNR = 0.5946 @ thresh 3.3107449457580316e-06\n", "0.98 percentile : TPR = 0.9807, FPR = 0.6216 <-> TNR = 0.3784 @ thresh 1.180398368471871e-06\n", "0.99 percentile : TPR = 0.9968, FPR = 0.7297 <-> TNR = 0.2703 @ thresh 5.735846817154313e-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)\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": 12, "metadata": {}, "outputs": [], "source": [ "sigma = 2" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "af31fe2077444c38ae96088f3e093982", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/10 [00:00 0.85:\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 tqdm(img_set):\n", " arr = img.read(gray=True)\n", " # normalize\n", " # arr = (arr - np.mean(arr)) / np.std(arr)\n", " imgs.append(arr)\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": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "np.save(f\"Cache_NoBackup/approach2_{session.name}_sigma{sigma}_results.npy\", results)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([['Beaver_01_00001.jpg', '0.018215718212393487',\n", " '0.00373532429584977'],\n", " ['Beaver_01_00002.jpg', '0.009649353886213423',\n", " '0.001359418179195051'],\n", " ['Beaver_01_00003.jpg', '0.001536389399351618',\n", " '7.699671188755915e-05'],\n", " ...,\n", " ['Beaver_01_00693.jpg', '0.05092525087433082',\n", " '0.008744916077059689'],\n", " ['Beaver_01_00694.jpg', '0.03914551688317088',\n", " '0.005425141341403266'],\n", " ['Beaver_01_00695.jpg', '0.06438872980743501',\n", " '0.0053277219078945994']], dtype='" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "normal = []\n", "anomalous = []\n", "for filename, mean, var in results:\n", " vals = [float(mean), float(var)]\n", " if filename.startswith(session.name):\n", " # motion img, check label\n", " img_nr = int(filename[10:-4])\n", " if img_nr > LABELS[session.name][\"max\"]:\n", " continue\n", " elif img_nr in LABELS[session.name][\"normal\"]:\n", " normal.append(vals)\n", " else:\n", " anomalous.append(vals)\n", " else:\n", " # lapse image, always normal\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": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(695, 2)\n", "(695,)\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": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.9 percentile : TPR = 0.9002, FPR = 0.3378 <-> TNR = 0.6622 @ thresh 0.0003396158489913038\n", "0.95 percentile : TPR = 0.9517, FPR = 0.4189 <-> TNR = 0.5811 @ thresh 0.00011238841009311602\n", "0.98 percentile : TPR = 0.9807, FPR = 0.5811 <-> TNR = 0.4189 @ thresh 3.6548916934503406e-05\n", "0.99 percentile : TPR = 0.9903, FPR = 0.6622 <-> TNR = 0.3378 @ thresh 1.56504613940702e-05\n", "0.9 percentile : TPR = 0.9050, FPR = 0.2027 <-> TNR = 0.7973 @ thresh 3.1665770597275105e-06\n", "0.95 percentile : TPR = 0.9565, FPR = 0.2838 <-> TNR = 0.7162 @ thresh 9.5351484716997e-07\n", "0.98 percentile : TPR = 0.9823, FPR = 0.3649 <-> TNR = 0.6351 @ thresh 2.4250566883897886e-07\n", "0.99 percentile : TPR = 0.9903, FPR = 0.5135 <-> TNR = 0.4865 @ thresh 6.970042794445313e-08\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]}, sigma={sigma}\", savefile=f\"plots/approach2/roc_curves/{session.name}_{vals[i]}_sigma{sigma}\", show=False)\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 }