{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.patches as patches\n",
    "from pathlib import Path\n",
    "import numpy as np\n",
    "import os\n",
    "import sys\n",
    "import glob\n",
    "import pandas as pd\n",
    "import xml.etree.ElementTree as et\n",
    "import datetime\n",
    "from skimage.io import imread, imsave\n",
    "from imageio import volread as imread\n",
    "\n",
    "import tifffile\n",
    "import pystackreg\n",
    "from pystackreg import StackReg\n",
    "from skimage.filters import threshold_otsu\n",
    "\n",
    "from pystackreg.util import to_uint16   # make sure version 0.2.5 (not anything below)\n",
    "from ims_to_tiff import convert_to_tif   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "CYCLE_NUMS = 10\n",
    "NUM_DIGITS_OF_FOVS = 3\n",
    "NUM_FOVS = 225"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Converting to TIF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "!mkdir tif"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "cycles = glob.glob('Cycle_*') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n"
     ]
    }
   ],
   "source": [
    "sourceFile = 'Cycle_F209.ims'\n",
    "destFile = 'tif/'+sourceFile[:-4]+'.tif'\n",
    "convert_to_tif(sourceFile, destFile)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n"
     ]
    }
   ],
   "source": [
    "for i in cycles:\n",
    "    if i[0:9] == 'Cycle_F05':\n",
    "        sourceFile = i\n",
    "        destFile = 'tif/'+i[:-4]+'.tif'\n",
    "        convert_to_tif(sourceFile, destFile)\n",
    "    if i[0:9] == 'Cycle_F06':\n",
    "        sourceFile = i\n",
    "        destFile = 'tif/'+i[:-4]+'.tif'\n",
    "        convert_to_tif(sourceFile, destFile)\n",
    "    if i[0:9] == 'Cycle_F07':\n",
    "        sourceFile = i\n",
    "        destFile = 'tif/'+i[:-4]+'.tif'\n",
    "        convert_to_tif(sourceFile, destFile)\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "for c in range(CYCLE_NUMS):\n",
    "    os.makedirs(f'tif/Cycle_{c}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "for c in range(CYCLE_NUMS):\n",
    "    if c == 0:\n",
    "        command = 'mv tif/Cycle_F* tif/Cycle_0'\n",
    "    else:\n",
    "        command = f'mv tif/Cycle_{c}_F* tif/Cycle_{c}'    \n",
    "    ! {command}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Registration (Testing)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10, 4, 2048, 2048)"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test image sizes\n",
    "im1 = imread('tif/Cycle_2/Cycle_2_F053.tif')\n",
    "im1.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "ename": "FileNotFoundError",
     "evalue": "No such file: '/media/imaging/Expansion/Coverslip2_Reimage/tif/Cycle_0/Cycle_F053.tif'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-54-9a34e43b0630>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mref\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'tif/Cycle_0/Cycle_F053.tif'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0mmov\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mimread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'tif/Cycle_2/Cycle_2_F053.tif'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mref_max\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mref\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m   \u001b[0;31m# max proj of z for each channel in reference\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m \u001b[0mref_binary\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mref_max\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0mthreshold_otsu\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mref_max\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m  \u001b[0;31m# binarizing for channels - T/F\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/mambaforge/envs/all_your_base/lib/python3.7/site-packages/imageio/core/functions.py\u001b[0m in \u001b[0;36mvolread\u001b[0;34m(uri, format, **kwargs)\u001b[0m\n\u001b[1;32m    450\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    451\u001b[0m     \u001b[0;31m# Get reader and read first\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 452\u001b[0;31m     \u001b[0mreader\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0muri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mformat\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"v\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    453\u001b[0m     \u001b[0;32mwith\u001b[0m \u001b[0mreader\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    454\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mreader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/mambaforge/envs/all_your_base/lib/python3.7/site-packages/imageio/core/functions.py\u001b[0m in \u001b[0;36mget_reader\u001b[0;34m(uri, format, mode, **kwargs)\u001b[0m\n\u001b[1;32m    171\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    172\u001b[0m     \u001b[0;31m# Create request object\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 173\u001b[0;31m     \u001b[0mrequest\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mRequest\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0muri\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"r\"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    174\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    175\u001b[0m     \u001b[0;31m# Get format\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/mambaforge/envs/all_your_base/lib/python3.7/site-packages/imageio/core/request.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, uri, mode, **kwargs)\u001b[0m\n\u001b[1;32m    124\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    125\u001b[0m         \u001b[0;31m# Parse what was given\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 126\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_parse_uri\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0muri\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    127\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    128\u001b[0m         \u001b[0;31m# Set extension\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/mambaforge/envs/all_your_base/lib/python3.7/site-packages/imageio/core/request.py\u001b[0m in \u001b[0;36m_parse_uri\u001b[0;34m(self, uri)\u001b[0m\n\u001b[1;32m    276\u001b[0m                 \u001b[0;31m# Reading: check that the file exists (but is allowed a dir)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    277\u001b[0m                 \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexists\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 278\u001b[0;31m                     \u001b[0;32mraise\u001b[0m \u001b[0mFileNotFoundError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"No such file: '%s'\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    279\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    280\u001b[0m                 \u001b[0;31m# Writing: check that the directory to write to does exist\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mFileNotFoundError\u001b[0m: No such file: '/media/imaging/Expansion/Coverslip2_Reimage/tif/Cycle_0/Cycle_F053.tif'"
     ]
    }
   ],
   "source": [
    "ref = imread('tif/Cycle_0/Cycle_F053.tif')\n",
    "mov = imread('tif/Cycle_2/Cycle_2_F053.tif')\n",
    "\n",
    "ref_max = ref.max(0)   # max proj of z for each channel in reference\n",
    "ref_binary = ref_max[0] > threshold_otsu(ref_max[0])  # binarizing for channels - T/F\n",
    "\n",
    "mov_max = mov.max(0)  # max projection by each cycle in for loop (ref above)\n",
    "mov_binary = mov_max[0] > threshold_otsu(mov_max[0]) # binary of moved image\n",
    "    \n",
    "sr = StackReg(StackReg.TRANSLATION)\n",
    "tmat = sr.register(ref_binary, mov_binary)   # creating transformation matrix \n",
    "out_binary = sr.transform(mov_binary) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 1.        ,  0.        , -0.85793243],\n",
       "       [ 0.        ,  1.        ,  5.75122526],\n",
       "       [ 0.        ,  0.        ,  1.        ]])"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tmat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x4320 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(1,2,figsize = (20,60))\n",
    "axs = axs.ravel()\n",
    "\n",
    "im_reg = np.zeros((2048, 2048,3)) # empty color image\n",
    "im_reg[...,0] = ref_binary\n",
    "im_reg[...,1] = out_binary\n",
    "    \n",
    "im_orig = np.zeros((2048, 2048,3))\n",
    "im_orig[...,0] = ref_binary\n",
    "im_orig[...,1] = mov_binary\n",
    "    \n",
    "axs[0].imshow(im_orig[0:1000, 0:1000])   #before reg\n",
    "    \n",
    "axs[1].imshow(im_reg[0:1000, 0:1000])   #after reg\n",
    "\n",
    "\n",
    "axs[0].title.set_text('Before Registration')\n",
    "axs[1].title.set_text('After Registration')\n",
    "\n",
    "for ax in axs.flat:\n",
    "    ax.set(xlabel='0:1000', ylabel='0:1000')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n"
     ]
    }
   ],
   "source": [
    "reg = np.zeros(mov.shape, dtype=np.uint16) # initialize with the right dtype\n",
    "for Z in range(mov.shape[0]): # Z \n",
    "    print(\"going...\")\n",
    "    for ch in range(mov.shape[1]): # channels\n",
    "        reg[Z,ch,...] = sr.transform(mov[Z,ch,...], tmat=tmat)\n",
    "        reg[Z,ch,...] = to_uint16(reg[Z,ch,...])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(900, 900)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg_max = reg.max(0)\n",
    "reg_v = reg_max[0, ...]\n",
    "reg_v = reg_v[100:1000, 100:1000]\n",
    "reg_v.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[815 665 611 ... 165 181 184]\n",
      " [694 690 575 ... 185 184 198]\n",
      " [733 669 547 ... 233 222 227]\n",
      " ...\n",
      " [108 108 108 ... 117 114 109]\n",
      " [108 113 112 ... 113 110 109]\n",
      " [111 107 108 ... 116 106 109]]  \n",
      " \n",
      " [[ 137  174  174 ... 1279 1050  943]\n",
      " [ 120  154  145 ... 1365 1096  868]\n",
      " [ 129  132  123 ... 1397 1224  925]\n",
      " ...\n",
      " [ 108  111  111 ...  108  105  105]\n",
      " [ 107  113  107 ...  110  107  111]\n",
      " [ 113  118  110 ...  109  111  109]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x4320 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "orig = imread('tif/Cycle_8/Cycle_8_F053.tif')\n",
    "orig = orig.max(0)\n",
    "orig = orig[0, ...]\n",
    "orig_v = orig[100:1000, 100:1000]\n",
    "#plt.imshow(orig_v, cmap=plt.cm.gray)\n",
    "\n",
    "# reg = imread(\"./CP_D2/MAX_a1_second.tif\")\n",
    "# reg = reg[1]\n",
    "# reg_v = reg[1000:3000, 1000:3000]\n",
    "# #plt.imshow(reg_v, cmap=plt.cm.gray)\n",
    "\n",
    "f, ax = plt.subplots(1,2, figsize = (20,60))\n",
    "ax[0].imshow(orig_v)\n",
    "ax[1].imshow(reg_v)\n",
    "ax[0].title.set_text('Before Registration (DNA Channel)')\n",
    "ax[1].title.set_text('After Registration (DNA Channel)')\n",
    "\n",
    "for ax in ax.flat:\n",
    "    ax.set(xlabel='100:1000', ylabel='100:1000')\n",
    "\n",
    "print(orig_v,\" \\n\" , \"\\n\",reg_v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Registration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in CYCLE_NUMS:\n",
    "    os.makedirs(f'tmat_Cycle_{i})\n",
    "    os.makedirs(f'reg_bin_Cyc_{i})\n",
    "    os.makedirs(f'reg_Cyc_{i})            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "for c in range(CYCLE_NUMS):\n",
    "    tmat_file = f'tmat_Cyc_{c}'\n",
    "    reg_bin_file = f'reg_bin_Cyc_{c}'\n",
    "    reg_file = f'reg_Cyc_{c}'\n",
    "    !mkdir tmat_file reg_bin_file reg_file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 1 field 0 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F000_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F000_reg.tif\n",
      "cycle 1 field 1 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F001_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F001_reg.tif\n",
      "cycle 1 field 2 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F002_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F002_reg.tif\n",
      "cycle 1 field 3 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F003_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F003_reg.tif\n",
      "cycle 1 field 4 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F004_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F004_reg.tif\n",
      "cycle 1 field 5 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F005_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F005_reg.tif\n",
      "cycle 1 field 6 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F006_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F006_reg.tif\n",
      "cycle 1 field 7 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F007_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F007_reg.tif\n",
      "cycle 1 field 8 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F008_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F008_reg.tif\n",
      "cycle 1 field 9 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F009_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F009_reg.tif\n",
      "cycle 1 field 10 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F010_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F010_reg.tif\n",
      "cycle 1 field 11 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F011_bin_reg.tif\n",
      "saving tmat\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F011_reg.tif\n",
      "cycle 1 field 12 \n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F012_bin_reg.tif\n",
      "saving tmat\n"
     ]
    }
   ],
   "source": [
    "for c in range(CYCLE_NUMS-1):    \n",
    "    refs = iter(glob.glob('tif/Cycle_0/*'))\n",
    "    movs = iter(glob.glob(f'tif/Cycle_{c+1}/*'))\n",
    "\n",
    "    for FOV in range(0, NUM_FOVS):\n",
    "        sFOV = str(FOV).zfill(NUM_DIGITS_OF_FOVS)\n",
    "        print(f'cycle {c+1} field {FOV} ')\n",
    "        ref_name = next(refs)\n",
    "        ref = imread(ref_name)\n",
    "        ref = ref.astype(np.uint16)\n",
    "        mov_name = next(movs)\n",
    "        mov = imread(mov_name)\n",
    "        mov = mov.astype(np.uint16)\n",
    "\n",
    "        ref_max = ref.max(0)\n",
    "        ref_binary = ref_max[0] > threshold_otsu(ref_max[0]) # nuclei channel\n",
    "        mov_max = mov.max(0)\n",
    "        mov_binary = mov_max[0] > threshold_otsu(mov_max[0]) # nuclei channel\n",
    "\n",
    "        sr = StackReg(StackReg.TRANSLATION)  \n",
    "        tmat = sr.register(ref_binary, mov_binary) \n",
    "        out = sr.transform(mov_binary) \n",
    "        out = pystackreg.util.to_uint16(out)      \n",
    "\n",
    "        # save binary\n",
    "        fname_to_save = f'reg_bin_Cyc_{c+1}' + f'/Cycle_{c+1}_F{sFOV}_bin_reg.tif'\n",
    "        print('Saving Binary Registered Images...', fname_to_save)\n",
    "        tifffile.imwrite(fname_to_save, out, imagej=True, photometric = 'minisblack',metadata={'axes':'YX'})\n",
    "\n",
    "        # save tmat\n",
    "        print(\"saving tmat\")\n",
    "        np.save(f'tmat_Cyc_{c+1}' + f'/Cycle_{c+1}_F{sFOV}_tmat.npy', tmat)\n",
    "\n",
    "        # THE REGISTRATION STEP\n",
    "        reg = np.zeros(mov.shape, dtype=np.uint16)               # initialize with the right dtype\n",
    "        for Z in range(mov.shape[0]): \n",
    "            for ch in range(mov.shape[1]): \n",
    "                reg[Z,ch,...] = sr.transform(mov[Z,ch,...], tmat=tmat)\n",
    "                reg[Z,ch,...] = to_uint16(reg[Z,ch,...])\n",
    "\n",
    "        fname_to_save = f'reg_Cyc_{c+1}' + f'/Cycle_{c+1}_F{sFOV}_reg.tif'\n",
    "        print('Saving Registered Images...', fname_to_save)\n",
    "        tifffile.imwrite(fname_to_save, reg, imagej=True,\n",
    "                         photometric = 'minisblack',metadata={'axes':'ZCYX'})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Looking at Max and Min Shifts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "X shift and Y shift max min values\n",
      "0.3275351598299494 -0.9583836021045045 4.500903524792193 -0.44820092214229135\n",
      "tmat_Cyc_1 \n",
      " 1 -1 5 -1\n",
      "0.29864077215961515 -1.3560409842999661 5.751225257532951 -0.15284640260711058\n",
      "tmat_Cyc_2 \n",
      " 1 -2 6 -1\n",
      "-0.03568706094949903 -1.6414119052524256 6.5948287338535465 0.6316795219620417\n",
      "tmat_Cyc_3 \n",
      " -1 -2 7 1\n",
      "-0.467081646920974 -2.007391351792421 6.8334207284015065 1.3366557613785517\n",
      "tmat_Cyc_4 \n",
      " -1 -3 7 2\n",
      "-0.7004231580135638 -2.2403888374799408 7.375345304351185 1.188182166372144\n",
      "tmat_Cyc_5 \n",
      " -1 -3 8 2\n",
      "-0.4421562897352942 -2.79938918404207 7.379404985129213 1.1617264974026966\n",
      "tmat_Cyc_6 \n",
      " -1 -3 8 2\n",
      "-0.7410122431177797 -2.191070769676571 7.372888164832375 0.8614782631693743\n",
      "tmat_Cyc_7 \n",
      " -1 -3 8 1\n",
      "12.0006212974979 6.455333016442864 16.266742824930134 9.819731453043232\n",
      "tmat_Cyc_8 \n",
      " 13 7 17 10\n",
      "11.275365352851622 9.035036705591665 14.811503964412168 8.756230361422695\n",
      "tmat_Cyc_9 \n",
      " 12 10 15 9\n",
      "13 -3 17 -1\n"
     ]
    }
   ],
   "source": [
    "print('X shift and Y shift max min values')\n",
    "x_max_list=[]\n",
    "x_min_list=[]\n",
    "y_max_list=[]\n",
    "y_min_list=[]\n",
    "for c in range(CYCLE_NUMS-1):     \n",
    "    TMAT_DIR = f'tmat_Cyc_{c+1}'\n",
    "    NUM_DIGITS = len(str(NUM_FOVS))\n",
    "    X_SHIFT = []\n",
    "    Y_SHIFT = []\n",
    "    for sFOV in range(0,NUM_FOVS): # any file ending with tif\n",
    "        FOV = str(sFOV).zfill(NUM_DIGITS)\n",
    "        tmat_loaded = np.load(f'{TMAT_DIR}/Cycle_{c+1}_F{FOV}_tmat.npy')\n",
    "        moveX = tmat_loaded[0,2]\n",
    "        moveY = tmat_loaded[1,2]\n",
    "        X_SHIFT.append(moveX)\n",
    "        Y_SHIFT.append(moveY)\n",
    "\n",
    "    X_max = max(X_SHIFT)\n",
    "    X_min = min(X_SHIFT)\n",
    "    Y_max = max(Y_SHIFT)\n",
    "    Y_min = min(Y_SHIFT)\n",
    "    print(X_max,X_min,Y_max,Y_min)\n",
    "\n",
    "    def round_shift(val):\n",
    "        import math\n",
    "        if val <0: # if negative,\n",
    "            val = math.floor(val)\n",
    "        else:\n",
    "            val = math.ceil(val)\n",
    "        return val\n",
    "\n",
    "    X_max = round_shift(X_max)\n",
    "    X_min = round_shift(X_min)\n",
    "    Y_max = round_shift(Y_max)\n",
    "    Y_min = round_shift(Y_min)\n",
    "    \n",
    "    x_max_list.append(X_max)\n",
    "    x_min_list.append(X_min)\n",
    "    y_max_list.append(Y_max)\n",
    "    y_min_list.append(Y_min)\n",
    "    print(f'tmat_Cyc_{c+1} \\n',X_max,X_min,Y_max,Y_min)\n",
    "\n",
    "X_max_total = max(x_max_list)\n",
    "X_min_total = min(x_min_list)\n",
    "Y_max_total = max(y_max_list)\n",
    "Y_min_total = min(y_min_list)\n",
    "\n",
    "print(X_max_total, X_min_total, Y_max_total, Y_min_total)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Merging and Cropping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "###############################\n",
    "X_abs_shift = [abs(X_max_total), abs(X_min_total)]\n",
    "Y_abs_shift = [abs(Y_max_total), abs(Y_min_total)] \n",
    "\n",
    "def crop(X_x, X_n, Y_x, Y_n, img):\n",
    "    if X_x * X_n > 0:   # same signs --> both negative or both positive\n",
    "        Xlength = 2048 - (max(X_abs_shift))\n",
    "        print(Xlength)\n",
    "        if X_x > 0:\n",
    "            img = img[...,:, X_x:2048]\n",
    "        if X_x < 0:\n",
    "            img = img[...,:, 0:Xlength]\n",
    "\n",
    "    if X_x * X_n < 0:   # diff signs --> one is positive and other is negative\n",
    "        Xlength = 2048  - (abs(X_x) + abs(X_n))\n",
    "        print(Xlength)\n",
    "        img = img[...,:, X_x: 2048 - abs(X_n)]\n",
    "        \n",
    "#     if X_x == 0 and X_n < 0:\n",
    "#         Xlength = 2048  - abs(X_n)\n",
    "#         print(Xlength)\n",
    "#         img = img[...,:, 0:Xlength]\n",
    "#     if X_x == 0 and X_n == 0:\n",
    "#         Xlength = 2048\n",
    "#         print(Xlength)\n",
    "#         img = img\n",
    "#     if X_x > 0 and X_n == 0:\n",
    "#         Xlength = 2048 - X_x\n",
    "#         print(Xlength)\n",
    "#         img = img[...,:, X_x:2048]\n",
    "\n",
    "    if Y_x * Y_n > 0:   \n",
    "        Ylength = 2048 - (max(Y_abs_shift))\n",
    "        print(Ylength)\n",
    "        if Y_x > 0:\n",
    "            img = img[...,Y_x:2048, :]\n",
    "        if Y_x < 0:\n",
    "            img = img[...,0:Ylength, :]\n",
    "    if Y_x * Y_n < 0:  \n",
    "        Ylength = 2048  - (abs(Y_x) + abs(Y_n))\n",
    "        print(Ylength)\n",
    "        img = img[...,Y_x: 2048 - abs(Y_n), :] \n",
    "        \n",
    "#     if Y_x == 0 and Y_n < 0:\n",
    "#         Ylength = 2048  - abs(Y_n)\n",
    "#         print(Ylength)\n",
    "#         img = img[...,0:Ylength, :]\n",
    "#     if Y_x == 0 and Y_n == 0:\n",
    "#         Ylength = 2048\n",
    "#         print(Ylength)\n",
    "#         img = img\n",
    "#     if Y_x > 0 and Y_n == 0:\n",
    "#         Ylength = 2048 - Y_x\n",
    "#         print(Ylength)\n",
    "#         img = img[...,Y_x:2048, :]\n",
    "    return Xlength, Ylength, img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "IN_DIR = 'reg'\n",
    "REF_DIR = 'tif' # cycle0\n",
    "MERGE_DIR = 'merged' # output directory to save\n",
    "Z = 10\n",
    "final_ch = 38\n",
    "!mkdir merged"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F000_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F000_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F000_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F000_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F000_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F000_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F000_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F000_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F000_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F000.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F001_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F001_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F001_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F001_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F001_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F001_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F001_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F001_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F001_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F001.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F002_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F002_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F002_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F002_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F002_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F002_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F002_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F002_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F002_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F002.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F003_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F003_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F003_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F003_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F003_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F003_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F003_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F003_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F003_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F003.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F004_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F004_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F004_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F004_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F004_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F004_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F004_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F004_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F004_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F004.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F005_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F005_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F005_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F005_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F005_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F005_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F005_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F005_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F005_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F005.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F006_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F006_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F006_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F006_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F006_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F006_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F006_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F006_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F006_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F006.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F007_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F007_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F007_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F007_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F007_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F007_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F007_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F007_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F007_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F007.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F008_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F008_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F008_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F008_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F008_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F008_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F008_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F008_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F008_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F008.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F009_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F009_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F009_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F009_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F009_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F009_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F009_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F009_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F009_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F009.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F010_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F010_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F010_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F010_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F010_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F010_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F010_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F010_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F010_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F010.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F011_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F011_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F011_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F011_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F011_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F011_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F011_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F011_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F011_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F011.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F012_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F012_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F012_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F012_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F012_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F012_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F012_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F012_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F012_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F012.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F013_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F013_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F013_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F013_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F013_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F013_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F013_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F013_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F013_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F013.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F014_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F014_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F014_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F014_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F014_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F014_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F014_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F014_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F014_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F014.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F015_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F015_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F015_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F015_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F015_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F015_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F015_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F015_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F015_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F015.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F016_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F016_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F016_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F016_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F016_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F016_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F016_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F016_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F016_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F016.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F017_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F017_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F017_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F017_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F017_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F017_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F017_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F017_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F017_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F017.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F018_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F018_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F018_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F018_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F018_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F018_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F018_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F018_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F018_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F018.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F019_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F019_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F019_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F019_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F019_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F019_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F019_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F019_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F019_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F019.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F020_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F020_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F020_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F020_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F020_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F020_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F020_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F020_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F020_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F020.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F021_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F021_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F021_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F021_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F021_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F021_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F021_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F021_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F021_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F021.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F022_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F022_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F022_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F022_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F022_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F022_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F022_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F022_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F022_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F022.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F023_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F023_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F023_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F023_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F023_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F023_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F023_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F023_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F023_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F023.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F024_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F024_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F024_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F024_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F024_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F024_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F024_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F024_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F024_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F024.tif\n",
      "dtype of  uint16\n",
      "2032\n",
      "2030\n",
      "65535\n"
     ]
    }
   ],
   "source": [
    "for FOV in range(NUM_FOVS):   \n",
    "    sFOV = str(FOV).zfill(NUM_DIGITS_OF_FOVS)\n",
    "    img = imread(f'{REF_DIR}/Cycle_0/Cycle_F{sFOV}.tif') # reference image that did not move\n",
    "    img = img.astype(np.uint16)\n",
    "    print(img.dtype)\n",
    "    for cycle in range(CYCLE_NUMS-1):  \n",
    "        \n",
    "        fname = f'{IN_DIR}_Cyc_{cycle+1}/Cycle_{cycle+1}_F{sFOV}_{IN_DIR}.tif'\n",
    "        print('Appending... ', fname)\n",
    "        im_to_add = imread(fname).astype(np.uint16)\n",
    "        im_to_add = im_to_add[:,:,...] \n",
    "        img = np.append(img, im_to_add, axis=1) # concatenate along channel index\n",
    "        print(f\"Shape = {img.shape}\") \n",
    "        \n",
    "    fname = f'/F{sFOV}.tif'\n",
    "    print('saving', './{MERGE_DIR}'+fname)\n",
    "    print('dtype of ', img.dtype)\n",
    "    \n",
    "    ########## CROP ################ --> CHANGE everytime depending on shifts\n",
    "    Xlength, Ylength, img = crop(X_max_total, X_min_total, Y_max_total, Y_min_total, img)\n",
    "    \n",
    "    assert img.shape[3] == Xlength, \"Check X size\"\n",
    "    assert img.shape[2] == Ylength, \"Check Y size\"\n",
    "    \n",
    "    \n",
    "    ### FINAL CHECK before saving ### \n",
    "    assert img.shape[0] == Z, \"Check ZCYX\"\n",
    "    assert img.shape[1] == final_ch, \"check final merge size\"\n",
    "    print(img.max())\n",
    "    tifffile.imwrite(\n",
    "        f'./{MERGE_DIR}'+fname,\n",
    "        img,\n",
    "        imagej=True,\n",
    "        photometric='minisblack',\n",
    "        metadata={'axes': 'ZCYX'},\n",
    "    )\n",
    "    \n",
    "    del img # clear memory\n",
    "    del im_to_add"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
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   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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