{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "from microscopestitching import stitch\n", "from skimage.io import imsave, imshow" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[31mr0-c0.png\u001b[m\u001b[m \u001b[31mr0-c2.png\u001b[m\u001b[m \u001b[31mr1-c1.png\u001b[m\u001b[m \u001b[31mr2-c0.png\u001b[m\u001b[m \u001b[31mr2-c2.png\u001b[m\u001b[m \u001b[31mr3-c1.png\u001b[m\u001b[m\r\n", "\u001b[31mr0-c1.png\u001b[m\u001b[m \u001b[31mr1-c0.png\u001b[m\u001b[m \u001b[31mr1-c2.png\u001b[m\u001b[m \u001b[31mr2-c1.png\u001b[m\u001b[m \u001b[31mr3-c0.png\u001b[m\u001b[m \u001b[31mr3-c2.png\u001b[m\u001b[m\r\n" ] } ], "source": [ "!ls r*png" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def img_tuple(img):\n", " row = int(img[1])\n", " col = int(img[4])\n", " return img, row, col" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[('r0-c0.png', 0, 0), ('r0-c1.png', 0, 1), ('r0-c2.png', 0, 2)]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "files = !ls r*png\n", "images = [img_tuple(f) for f in files]\n", "# path, row, column\n", "images[:3]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/arve/Dokumenter/git/microscopestitching/microscopestitching/stitching.py:209: UserWarning: Expected images on top of each other to have zero x-offset. r1-c1.png has offset [-58 1]\n", " \"%s has offset %s\" % (image.path, image.translation[0]))\n", "/Users/arve/Dokumenter/git/microscopestitching/microscopestitching/stitching.py:209: UserWarning: Expected images on top of each other to have zero x-offset. r1-c2.png has offset [-59 2]\n", " \"%s has offset %s\" % (image.path, image.translation[0]))\n", "/Users/arve/Dokumenter/git/microscopestitching/microscopestitching/stitching.py:209: UserWarning: Expected images on top of each other to have zero x-offset. r2-c1.png has offset [-60 -1]\n", " \"%s has offset %s\" % (image.path, image.translation[0]))\n", "/Users/arve/Dokumenter/git/microscopestitching/microscopestitching/stitching.py:209: UserWarning: Expected images on top of each other to have zero x-offset. r2-c2.png has offset [-59 -2]\n", " \"%s has offset %s\" % (image.path, image.translation[0]))\n", "/Users/arve/Dokumenter/git/microscopestitching/microscopestitching/stitching.py:209: UserWarning: Expected images on top of each other to have zero x-offset. r3-c1.png has offset [-56 1]\n", " \"%s has offset %s\" % (image.path, image.translation[0]))\n", "/Users/arve/Dokumenter/git/microscopestitching/microscopestitching/stitching.py:209: UserWarning: Expected images on top of each other to have zero x-offset. r3-c2.png has offset [-56 2]\n", " \"%s has offset %s\" % (image.path, image.translation[0]))\n" ] } ], "source": [ "merged = stitch(images)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "((1874, 1420), dtype('uint8'))" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "merged.shape, merged.dtype" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(0, 222)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "merged.min(), merged.max()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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cZ3JyEltbW8hms3jnnXcwODgo3MdYLAbDMJBMJrG+vo7Z2Vk4HA7Mz8+LQlAY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\n6VJc+HpLMr6vPZnG17xn7RFoF1bHzQDkM11Lybnke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