{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Shift and Stack Visualization \n", " \n", "This notebook demonstrates the basic concepts behind a shift and stack algorithm. It loads image data from files, shifts them according to a given velocity, and displays the stacked image." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Setup for shift and stack\n", "Before importing, make sure you have installed kbmod using `pip install .` in the root directory. Also be sure you are running with python3 and using the correct notebook kernel." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# everything we will need for this demo\n", "import kbmod.search as kb\n", "import matplotlib.pyplot as plt\n", "import math\n", "import os" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data for shift and stack\n", "\n", "We load the data as a stack of images from a directory. You can use any data you like, but replacing the line that computes `files` in the code below:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ".Loaded 10 images.\n", "........." ] } ], "source": [ "p = kb.psf(1.0)\n", "\n", "im_path = \"../data/small/\"\n", "files = [im_path + f for f in os.listdir(im_path) if \".fits\" in f]\n", "files.sort()\n", "\n", "# Create default PSFs for each image.\n", "all_psfs = [p for _ in range(len(files))]\n", "\n", "# Load the images.\n", "stack = kb.image_stack(files, all_psfs)\n", "\n", "num_images = stack.img_count()\n", "print(f\"Loaded {num_images} images.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We display each image individually:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "w = 4\n", "h = math.ceil(num_images / w)\n", "\n", "fig, axs = plt.subplots(h, w)\n", "for i in range(h):\n", " for j in range(w):\n", " ind = w * i + j\n", " if ind < num_images:\n", " axs[i, j].imshow(stack.get_single_image(ind).get_science(), cmap=\"gray\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Shift and Stack\n", "\n", "The most basic form of shift and stack takes two parameters: pixel space velocities along the x and y dimensions. The demo data in \"../data/small\" has a fake object with x_v = 16.0 and y_v = 3.3, but you can try any value you want." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "nbsphinx-thumbnail": { "tooltip": "Stacked postage stamp of the moving object." } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { }, "output_type": "display_data" } ], "source": [ "x_v = 16.0\n", "y_v = 3.3\n", "combined = stack.simple_shift_and_stack(x_v, y_v, True)\n", "plt.imshow(combined, cmap=\"gray\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (.conda-kbmod)", "language": "python", "name": "conda-env-.conda-kbmod-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.15" } }, "nbformat": 4, "nbformat_minor": 2 }