{ "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 32 sessions\n", "Session 'Beaver_01' at folder: /home/AMMOD_data/camera_traps/BayerWald/Vielkadaver-Projekt/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 os\n", "from datetime import datetime, timedelta\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from py.Dataset import Dataset\n", "from py.DatasetStatistics import DatasetStatistics\n", "from py.Session import Session, MotionImage, LapseImage\n", "from py.FileUtils import list_folders, list_jpegs_recursive\n", "from py.ImageUtils import display_images\n", "\n", "DIR = '/home/AMMOD_data/camera_traps/BayerWald/Vielkadaver-Projekt/' # dataset directory\n", "SCALE = 0.2 # scaling factor for all images\n", "\n", "ds = Dataset(DIR)\n", "session = ds.create_session(\"beaver_01\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating motion map...\n", "5 images in set\n" ] } ], "source": [ "img_set = session.get_random_motion_image_set(day_only=True)\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": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "df65920ae5604d098f18ddff9e449796", "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": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "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": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating motion map...\n", "10 images in set\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "8d248c45725c4a5182c32e156b5527b9", "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(scale=SCALE, 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 = abs(imgs - median)\n", " absmeans = np.mean(diffs, axis=(1,2))\n", " absvars = np.var(diffs, axis=(1,2))\n", " for img, absmean, absvar in zip(img_set, absmeans, absvars):\n", " results.append([img.filename, absmean, absvar])" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "np.save(\"approach2_results.npy\", results)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([['Beaver_01_00001.jpg', '0.07339713371621975',\n", " '0.016482327844890864'],\n", " ['Beaver_01_00002.jpg', '0.043174318574336214',\n", " '0.008557891755676355'],\n", " ['Beaver_01_00003.jpg', '0.021930928804667908',\n", " '0.0016249670643696888'],\n", " ...,\n", " ['Beaver_01_00694.jpg', '0.1471134214473332',\n", " '0.02252222559624148'],\n", " ['Beaver_01_00695.jpg', '0.2253052059688789',\n", " '0.022776450121539317'],\n", " ['2021_07_03_18h_2445.jpg', '0.06071448579857448',\n", " '0.0036762659774526234']], dtype='" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from py.Labels import LABELS\n", "\n", "\n", "normal = []\n", "anomalous = []\n", "small_anomalous = []\n", "for filename, absmean, absvar in results:\n", " vals = [float(absmean), float(absvar)]\n", " if filename.startswith(\"Beaver_01\"):\n", " # motion img, check label\n", " if int(filename[10:-4]) in LABELS[\"Beaver_01\"][\"normal\"]:\n", " normal.append(vals)\n", " elif int(filename[10:-4]) in LABELS[\"Beaver_01\"][\"small\"]:\n", " small_anomalous.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", "small_anomalous = np.array(small_anomalous)\n", "\n", "plt.figure(figsize=(16,16))\n", "plt.scatter(anomalous[:,0], anomalous[:,1], label=\"Anomalous\", color=\"red\", marker=\"x\")\n", "plt.scatter(small_anomalous[:,0], small_anomalous[:,1], label=\"Small anomalous\", color=\"lime\", 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": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.45" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "float(\"0.45\")" ] }, { "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 }