{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# we need to read frames from the movie\n", "# so we install opencv-python - change the next cell type to \"Code\"" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "# !pip install opencv-python" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import cv2" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "plt.rcParams[\"figure.figsize\"] = (12, 12)\n", "\n", "from skimage import exposure\n", "from skimage import img_as_ubyte" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "from openpiv import pyprocess, piv, validation, tools, filters, scaling" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def as_grey(frame):\n", " red = frame[:, :, 0]\n", " green = frame[:, :, 1]\n", " blue = frame[:, :, 2]\n", " im = np.ceil(0.2125 * red + 0.7154 * green + 0.0721 * blue).astype(np.uint8)\n", " im = exposure.equalize_adapthist(im,clip_limit=1.2)\n", " \n", " return img_as_ubyte(im)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Video source:\n", "\n", "https://www.youtube.com/watch?v=EeS1rYMZUxI&ab_channel=USUExperimentalFluidDynamicsLab\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# the video is the jet PIV from Youtube\n", "# https://www.youtube.com/watch?v=EeS1rYMZUxI&ab_channel=USUExperimentalFluidDynamicsLab\n", "# all the rights reserved to the authors\n", "\n", "vidcap = cv2.VideoCapture('../test_movie/videoplayback.mp4')\n", "success, image1 = vidcap.read()\n", "skip = 3\n", "for i in range(skip):\n", " success, image2 = vidcap.read()\n", "# count = 0\n", "# U = []\n", "# V = []\n", "\n", "# plt.figure(figsize=(12,12))\n", "\n", "# while success and count < 1:\n", "# # cv2.imwrite(\"frame%d.jpg\" % count, image) # save frame as JPEG file \n", "# success, image2 = vidcap.read()\n", "# # print('Read a new frame: ', success)\n", "# if success:\n", "# x,y,u,v = piv.simple_piv(image1.sum(axis=2), image2.sum(axis=2),plot=True);\n", "# # image1 = image2.copy()\n", "# count += 1\n", "# U.append(u)\n", "# V.append(v)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "frame_a = as_grey(image1).astype(np.int32)\n", "frame_b = as_grey(image2).astype(np.int32)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "winsize = 64 # pixels, interrogation window size in frame A\n", "searchsize = 128 # pixels, search in image B\n", "overlap = 32 # pixels, 50% overlap\n", "dt = 1 # sec, time interval between pulses\n", "\n", "\n", "u0, v0, sig2noise = pyprocess.extended_search_area_piv(frame_a, \n", " frame_b, \n", " window_size=winsize, \n", " overlap=overlap, \n", " dt=dt, \n", " search_area_size=searchsize, \n", " sig2noise_method='peak2peak')\n", "\n", "x, y = pyprocess.get_coordinates( image_size=frame_a.shape, \n", " search_area_size=searchsize, \n", " overlap=overlap )\n", "\n", "mask = validation.sig2noise_val( sig2noise, \n", " threshold = 1.0)\n", "# if you need more detailed look, first create a histogram of sig2noise\n", "# plt.hist(sig2noise.flatten(),bins=100)\n", "# to see where is a reasonable limit\n", "\n", "# filter out outliers that are very different from the\n", "# neighbours\n", "\n", "u2, v2 = filters.replace_outliers( u0, v0, mask,\n", " method='localmean', \n", " max_iter=3, \n", " kernel_size=3)\n", "# convert x,y to mm\n", "# convert u,v to mm/sec\n", "\n", "x, y, u3, v3 = scaling.uniform(x, y, u2, v2, \n", " scaling_factor = 1.0 ) \n", "\n", "# 0,0 shall be bottom left, positive rotation rate is counterclockwise\n", "x, y, u3, v3 = tools.transform_coordinates(x, y, u3, v3)\n", "\n", "tools.save('../test16/night_lava_test.txt' , x, y, u3, v3, mask )\n", "\n", "tools.imsave('../test16/bkg.png',as_grey(image1))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "tools.display_vector_field('../test16/night_lava_test.txt', \n", " ax=ax, scaling_factor=1, \n", " scale=1000, # scale defines here the arrow length\n", " width=0.0035, # width is the thickness of the arrow\n", " on_img=True, # overlay on the image\n", " image_name='../test16/bkg.png');" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "U = np.stack(U)\n", "Umean = np.mean(U, axis=0)\n", "V = np.stack(V)\n", "Vmean = np.mean(V,axis=0)" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "fig,ax = plt.subplots(figsize=(8,8))\n", "ax.imshow(image1,alpha=0.7)\n", "ax.quiver(x,y,Umean,Vmean,scale=200,color='r',width=.008)\n", "# plt.show()\n", "plt.plot(np.mean(Umean,axis=1)*20,y[:,0],color='y',lw=3)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/user/.edm/envs/echopiv/lib/python3.8/site-packages/matplotlib/quiver.py:651: RuntimeWarning: divide by zero encountered in double_scalars\n", " length = a * (widthu_per_lenu / (self.scale * self.width))\n", "/home/user/.edm/envs/echopiv/lib/python3.8/site-packages/matplotlib/quiver.py:651: RuntimeWarning: invalid value encountered in multiply\n", " length = a * (widthu_per_lenu / (self.scale * self.width))\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from skimage.registration import optical_flow_ilk\n", "# --- Compute the optical flow\n", "\n", "\n", "v, u = optical_flow_ilk(frame_a, frame_b, radius=15)\n", "\n", "# --- Compute flow magnitude\n", "norm = np.sqrt(u ** 2 + v ** 2)\n", "\n", "# --- Display\n", "fig, (ax0, ax1) = plt.subplots(1, 2, figsize=(8, 4))\n", "\n", "# --- Sequence image sample\n", "\n", "ax0.imshow(frame_a, cmap='gray')\n", "ax0.set_title(\"Sequence image sample\")\n", "ax0.set_axis_off()\n", "\n", "# --- Quiver plot arguments\n", "\n", "nvec = 20 # Number of vectors to be displayed along each image dimension\n", "nl, nc = frame_a.shape\n", "step = max(nl//nvec, nc//nvec)\n", "\n", "y, x = np.mgrid[:nl:step, :nc:step]\n", "u_ = u[::step, ::step]\n", "v_ = v[::step, ::step]\n", "\n", "ax1.imshow(norm)\n", "ax1.quiver(x, y, u_, v_, color='r', units='dots',\n", " angles='xy', scale_units='xy', lw=3)\n", "ax1.set_title(\"Optical flow magnitude and vector field\")\n", "ax1.set_axis_off()\n", "fig.tight_layout()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "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": "3.8.12" }, "vscode": { "interpreter": { "hash": "f83b0c3a4910470a1212112b1707d582432916ed4ba8aec962241a050aa18fae" } } }, "nbformat": 4, "nbformat_minor": 4 }