{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Median Filter" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Added new repo: scijava.public\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "method": "display_data" }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f6a5b330-593c-4896-8fd3-424cb6e646f5", "version_major": 2, "version_minor": 0 }, "method": "display_data" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "net.imagej.ImageJ@7b00c550" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "//load ImageJ\n", "%classpath config resolver scijava.public https://maven.scijava.org/content/groups/public\n", "%classpath add mvn net.imagej imagej 2.0.0-rc-67\n", "\n", "//create ImageJ object\n", "ij = new net.imagej.ImageJ()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This `Op`, provided a radius `r`, assigns every pixel in the output image with the median value of its neighborhood (of radius `r`) in the input. Let's see how this `Op` is called:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Available operations:\n", "\t(IterableInterval out) =\n", "\tnet.imagej.ops.filter.median.DefaultMedianFilter(\n", "\t\tIterableInterval out,\n", "\t\tRandomAccessibleInterval in,\n", "\t\tShape shape,\n", "\t\tOutOfBoundsFactory outOfBoundsFactory?)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ij.op().help(\"filter.median\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look at each of the parameters:\n", "\n", "* `IterableInterval out`: the output image\n", "* `RandomAccessibleInterval in`: the input image\n", "* `Shape shape`: The [`Shape`](http://javadoc.scijava.org/ImgLib2/net/imglib2/algorithm/neighborhood/Shape.html) that defines the neighborhood that the `Op` will search to find the maximum value. Note that there are a lot of different shapes to choose from, and this is also where the radius is defined.\n", "* `OutOfBoundsFactory outOfBoundsFactory`: An **optional** parameter that tells the `Op` what to do along the edges of the image. For the purposes of this tutorial we will ignore this parameter.\n", "\n", "Let's get an image to apply this filter on. For the purposes of this tutorial we will only take the first channel of the image:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] Populating metadata\n", "[INFO] Populating metadata\n" ] }, { "data": { "image/png": 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" }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "input = ij.scifio().datasetIO().open(\"http://imagej.net/images/clown.jpg\")\n", "\n", "//grab the first slice (index 0) from the channel dimension (index 2)\n", "imageToFilter = ij.op().run(\"hyperSliceView\", input, 2, 0)\n", "\n", "ij.notebook().display(imageToFilter)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we need to create a `Shape`. Let's create a [`HyperSphereShape`](http://javadoc.scijava.org/ImgLib2/net/imglib2/algorithm/neighborhood/HyperSphereShape.html) with radius `3`. We also need to create an output image. Once we have these we can run the filter:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import net.imglib2.algorithm.neighborhood.HyperSphereShape\n", "\n", "radius = 3 as int\n", "shape = new HyperSphereShape(radius)\n", "\n", "output = ij.op().run(\"create.img\", imageToFilter)\n", "ij.op().filter().median(output, imageToFilter, shape)\n", "\n", "ij.notebook().display(output)" ] } ], "metadata": { "kernelspec": { "display_name": "Groovy", "language": "groovy", "name": "groovy" }, "language_info": { "codemirror_mode": "groovy", "file_extension": ".groovy", "mimetype": "", "name": "Groovy", "nbconverter_exporter": "", "version": "2.4.3" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": false, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": false, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 2 }