{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Minimum 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": "37311684-dd4e-4700-b237-c25db249954d", "version_major": 2, "version_minor": 0 }, "method": "display_data" }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "net.imagej.ImageJ@46956d8a" ] }, "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 minimum pixel value contained within 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.min.DefaultMinFilter(\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.min\")" ] }, { "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().min(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 }