{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "19acf1cb", "metadata": { "papermill": { "duration": 1.07882, "end_time": "2022-10-20T19:13:56.163599", "exception": false, "start_time": "2022-10-20T19:13:55.084779", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "from openpiv import tools, pyprocess, scaling, filters, \\\n", " validation, preprocess\n", "import numpy as np\n", "from skimage import io\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "id": "061b3d44", "metadata": { "papermill": { "duration": 0.696426, "end_time": "2022-10-20T19:13:56.861717", "exception": true, "start_time": "2022-10-20T19:13:56.165291", "status": "failed" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "file_a = '../test4/Camera1-0101.tif'\n", "file_b = '../test4/Camera1-0102.tif'\n", "\n", "im_a = tools.imread( file_a )\n", "im_b = tools.imread( file_b )\n", "plt.imshow(np.c_[im_a,im_b],cmap='gray')" ] }, { "cell_type": "code", "execution_count": 3, "id": "ba72a33f", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "pending" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# let's crop the region of interest\n", "frame_a = im_a[380:1980,0:1390]\n", "frame_b = im_b[380:1980,0:1390]\n", "plt.imshow(np.c_[frame_a,frame_b],cmap='gray')" ] }, { "cell_type": "code", "execution_count": 4, "id": "48834044", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "pending" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Process the original cropped image and see the OpenPIV result:\n", "\n", "# typical parameters:\n", "window_size = 32 #pixels\n", "overlap = 16 # pixels\n", "search_area_size = 64 # pixels \n", "frame_rate = 40 # fps\n", "scaling_factor = 96.52 # micron/pixel\n", "\n", "# process again with the masked images, for comparison# process once with the original images\n", "u, v, sig2noise = pyprocess.extended_search_area_piv(\n", " frame_a.astype(np.int32) , frame_b.astype(np.int32), \n", " window_size = window_size,\n", " overlap = overlap, \n", " dt=1./frame_rate, \n", " search_area_size = search_area_size, \n", " sig2noise_method = 'peak2peak')\n", "x, y = pyprocess.get_coordinates(frame_a.shape, \n", " search_area_size, \n", " overlap )\n", "mask_g = validation.global_val( u, v, (-300.,300.),(-300.,300.))\n", "mask_s2n = validation.sig2noise_val(sig2noise, threshold = 1.1 )\n", "mask = mask_g | mask_s2n \n", "u, v = filters.replace_outliers( u, v, mask, method='localmean', max_iter = 3, kernel_size = 3)\n", "x, y, u, v = scaling.uniform(x, y, u, v, scaling_factor = 96.52 )\n", "# save to a file\n", "x, y, u, v = tools.transform_coordinates(x, y, u, v)\n", "tools.save('test.txt', x, y, u, v, mask)\n", "tools.display_vector_field('test.txt', scale=5, width=0.006)" ] }, { "cell_type": "code", "execution_count": 5, "id": "5f0032ed", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "pending" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# masking using not optimal choice of the methods or parameters:\n", "masked_a, _ = preprocess.dynamic_masking(frame_a,method='edges',filter_size=7,threshold=0.005)\n", "masked_b, _ = preprocess.dynamic_masking(frame_b,method='intensity',filter_size=3,threshold=0.0)\n", "plt.imshow(np.c_[masked_a,masked_b],cmap='gray')" ] }, { "cell_type": "code", "execution_count": 8, "id": "90af73d4", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "pending" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# masking using optimal (manually tuned) set of parameters and the right method:\n", "masked_a, _ = preprocess.dynamic_masking(\n", " frame_a,\n", " method='edges',\n", " filter_size=15,\n", " threshold=0.005\n", ")\n", "masked_b, _ = preprocess.dynamic_masking(\n", " frame_b,\n", " method='edges',\n", " filter_size=15,\n", " threshold=0.005\n", ")\n", "plt.imshow(np.c_[masked_a,masked_b],cmap='gray')" ] }, { "cell_type": "code", "execution_count": 9, "id": "269163aa", "metadata": { "papermill": { "duration": null, "end_time": null, "exception": null, "start_time": null, "status": "pending" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Process the masked cropped image and see the OpenPIV result:\n", "\n", "# process again with the masked images, for comparison# process once with the original images\n", "u, v, sig2noise = pyprocess.extended_search_area_piv(\n", " masked_a.astype(np.int32) , masked_b.astype(np.int32), \n", " window_size = window_size,\n", " overlap = overlap, \n", " dt=1./frame_rate, \n", " search_area_size = search_area_size, \n", " sig2noise_method = 'peak2peak')\n", "x, y = pyprocess.get_coordinates(masked_a.shape, \n", " search_area_size, \n", " overlap )\n", "mask_g = validation.global_val( u, v, (-300.,300.),(-300.,300.))\n", "mask_s2n = validation.sig2noise_val(sig2noise, threshold = 1.1)\n", "mask = mask_g | mask_s2n\n", "u, v = filters.replace_outliers( u, v, mask, method='localmean', max_iter = 3, kernel_size = 3)\n", "x, y, u, v = scaling.uniform(x, y, u, v, scaling_factor = scaling_factor )\n", "# save to a file\n", "x, y, u, v = tools.transform_coordinates(x, y, u, v)\n", "tools.save('test_masked.txt', x, y, u, v, None, mask, fmt='%9.6f', delimiter='\\t')\n", "tools.display_vector_field('test_masked.txt', scale=5, width=0.006);" ] }, { "cell_type": "code", "execution_count": null, "id": "5de822de-e598-4757-80be-8e80f6f649ec", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "jupytext": { "formats": "ipynb,py:percent" }, "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" }, "nteract": { "version": "0.14.3" }, "papermill": { "default_parameters": {}, "duration": 3.132268, "end_time": "2022-10-20T19:13:57.183777", "environment_variables": {}, "exception": true, "input_path": "./notebooks/dynamic_masking.ipynb", "output_path": "./notebooks/dynamic_masking.ipynb", "parameters": {}, "start_time": "2022-10-20T19:13:54.051509", "version": "2.4.0" }, "vscode": { "interpreter": { "hash": "f83b0c3a4910470a1212112b1707d582432916ed4ba8aec962241a050aa18fae" } } }, "nbformat": 4, "nbformat_minor": 5 }