{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Mean 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": "00d8a7de-9824-4a75-8989-c80cce889f05", "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 mean 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.mean.DefaultMeanFilter(\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.mean\")" ] }, { "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().mean(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 }