{ "cells": [ { "cell_type": "markdown", "id": "about-current", "metadata": {}, "source": [ "# Image Segmentation from membrane images\n", "Cell segmentation from images showing membranes can be challenging, e.g. as some markers do not mark membranes continously. Thus, some pre-processing needs to be done in order to retrieve optimal segmentation results.\n", "\n", "To demonstrate the workflow, we're using single slices derived from 3D image data from the [Broad Bio Image Challenge](https://bbbc.broadinstitute.org/BBBC034), Thirstrup et al. 2018, available from the Broad Bioimage Benchmark Collection, Ljosa V, Sokolnicki KL, Carpenter AE (2012). Annotated high-throughput microscopy image sets for validation. Nature Methods 9(7):637 / doi. PMID: 22743765 PMCID: PMC3627348. Available at http://dx.doi.org/10.1038/nmeth.2083\n", "\n", "We start by opening an example image and configuring an intersting sub-region." ] }, { "cell_type": "code", "execution_count": 1, "id": "dirty-sheep", "metadata": {}, "outputs": [], "source": [ "from skimage.io import imread, imshow\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "input_image = imread(\"BBBC034_v1_dataset/AICS_12_134_C=0.tif\")" ] }, { "cell_type": "markdown", "id": "burning-parameter", "metadata": {}, "source": [ "Next, we initialize the GPU" ] }, { "cell_type": "code", "execution_count": 2, "id": "alpine-scientist", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pyclesperanto_prototype as cle\n", "\n", "# select a specific OpenCL / GPU device and see which one was chosen\n", "cle.select_device('RTX')" ] }, { "cell_type": "markdown", "id": "sexual-submission", "metadata": {}, "source": [ "Initially, we push the image to GPU memory and segment it using thresholding to see how good it can be done right away." ] }, { "cell_type": "code", "execution_count": 3, "id": "minus-regular", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "binary = cle.binary_not(cle.threshold_otsu(input_image))\n", "\n", "labels = cle.voronoi_labeling(binary)\n", "\n", "fig, axs = plt.subplots(1, 3, figsize=(15, 15))\n", "cle.imshow(input_image, plot=axs[0])\n", "cle.imshow(binary, plot=axs[1])\n", "cle.imshow(labels, plot=axs[2], labels=True)" ] }, { "cell_type": "markdown", "id": "substantial-scope", "metadata": {}, "source": [ "Alternatively, with some intermediate correction, e.g. binary opening, we can improve segmentation quality in the binary image before labeling individual objects." ] }, { "cell_type": "code", "execution_count": 4, "id": "chinese-rainbow", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "binary = cle.binary_not(cle.threshold_otsu(input_image))\n", "\n", "# binary opening, a.k.a. binary erosion followed by binary dilation:\n", "corrected_binary = cle.maximum_box(cle.minimum_box(binary, radius_x=2, radius_y=2), radius_x=2, radius_y=2)\n", "\n", "labels = cle.voronoi_labeling(corrected_binary)\n", "\n", "fig, axs = plt.subplots(1, 3, figsize=(15, 15))\n", "cle.imshow(input_image, plot=axs[0])\n", "cle.imshow(binary, plot=axs[1])\n", "cle.imshow(labels, plot=axs[2], labels=True)" ] }, { "cell_type": "markdown", "id": "moved-arrival", "metadata": {}, "source": [ "Alternatively, we can improve segmentation quality by making the membranes virtualy thicker in the original image before thresholding:" ] }, { "cell_type": "code", "execution_count": 5, "id": "african-bumper", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# grey value dilation, a.k.a. a maximum-filter\n", "thicker_membranes = cle.maximum_sphere(input_image, radius_x=10, radius_y=10)\n", "\n", "binary = cle.binary_not(cle.threshold_otsu(thicker_membranes))\n", "\n", "labels = cle.voronoi_labeling(binary)\n", "\n", "fig, axs = plt.subplots(1, 3, figsize=(15, 15))\n", "cle.imshow(thicker_membranes, plot=axs[0])\n", "cle.imshow(binary, plot=axs[1])\n", "cle.imshow(labels, plot=axs[2], labels=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "color-setup", "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": "3.9.9" } }, "nbformat": 4, "nbformat_minor": 5 }