{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9d7aa72c",
   "metadata": {},
   "source": [
    "# Constructing 10-10 coordinates on segmented MRI scans"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3829e351",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-09-02T16:02:21.533329Z",
     "iopub.status.busy": "2024-09-02T16:02:21.533171Z",
     "iopub.status.idle": "2024-09-02T16:02:23.064208Z",
     "shell.execute_reply": "2024-09-02T16:02:23.063693Z"
    }
   },
   "outputs": [],
   "source": [
    "import cedalion\n",
    "import cedalion.io\n",
    "import cedalion.geometry.segmentation\n",
    "import cedalion.geometry.landmarks\n",
    "from cedalion.datasets import get_colin27_segmentation\n",
    "import os.path\n",
    "import pyvista\n",
    "\n",
    "#pyvista.set_jupyter_backend(\"html\")\n",
    "pyvista.set_jupyter_backend(\"static\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2f7a2803",
   "metadata": {},
   "source": [
    "## Load segmentation masks\n",
    "\n",
    "This example constructs the 10-10 system on the Colin27 average brain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "269644f0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-09-02T16:02:23.066636Z",
     "iopub.status.busy": "2024-09-02T16:02:23.066270Z",
     "iopub.status.idle": "2024-09-02T16:02:26.005300Z",
     "shell.execute_reply": "2024-09-02T16:02:26.004790Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading file 'colin27_segmentation.zip' from 'https://doc.ml.tu-berlin.de/cedalion/datasets/colin27_segmentation.zip' to '/home/runner/.cache/cedalion'.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Unzipping contents of '/home/runner/.cache/cedalion/colin27_segmentation.zip' to '/home/runner/.cache/cedalion/colin27_segmentation.zip.unzip'\n"
     ]
    }
   ],
   "source": [
    "SEG_DATADIR, mask_files, landmarks_files = get_colin27_segmentation()\n",
    "masks, t_ijk2ras = cedalion.io.read_segmentation_masks(SEG_DATADIR, mask_files)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dbe0c701",
   "metadata": {},
   "source": [
    "## Load hand-picked landmarks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4d7746e2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-09-02T16:02:26.007548Z",
     "iopub.status.busy": "2024-09-02T16:02:26.007358Z",
     "iopub.status.idle": "2024-09-02T16:02:26.019331Z",
     "shell.execute_reply": "2024-09-02T16:02:26.018916Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (label: 4, aligned: 3)&gt; Size: 96B\n",
       "&lt;Quantity([[-4.99239750e-02  7.97894669e+01 -3.61411209e+01]\n",
       " [ 1.75606728e+00 -1.00949997e+02 -5.48579865e+01]\n",
       " [-7.19499969e+01 -1.61194057e+01 -5.46569786e+01]\n",
       " [ 7.59499969e+01 -1.30380936e+01 -5.40778427e+01]], &#x27;millimeter&#x27;)&gt;\n",
       "Coordinates:\n",
       "  * label    (label) &lt;U3 48B &#x27;Nz&#x27; &#x27;Iz&#x27; &#x27;LPA&#x27; &#x27;RPA&#x27;\n",
       "    type     (label) object 32B PointType.LANDMARK ... PointType.LANDMARK\n",
       "Dimensions without coordinates: aligned</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>label</span>: 4</li><li><span>aligned</span>: 3</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-8f60a24c-f45e-46de-b476-e04b91283295' class='xr-array-in' type='checkbox' checked><label for='section-8f60a24c-f45e-46de-b476-e04b91283295' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>[mm] -0.04992 79.79 -36.14 1.756 -100.9 ... -54.66 75.95 -13.04 -54.08</span></div><div class='xr-array-data'><table><tbody><tr><th>Magnitude</th><td style='text-align:left;'><pre>[[-0.04992397502064705 79.78946685791016 -36.14112091064453] [1.7560672760009766 -100.94999694824219 -54.85798645019531] [-71.94999694824219 -16.11940574645996 -54.656978607177734] [75.94999694824219 -13.038093566894531 -54.077842712402344]]</pre></td></tr><tr><th>Units</th><td style='text-align:left;'>millimeter</td></tr></tbody></table></div></div></li><li class='xr-section-item'><input id='section-594c359f-80f8-49e7-bb3c-f96c799e0252' class='xr-section-summary-in' type='checkbox'  checked><label for='section-594c359f-80f8-49e7-bb3c-f96c799e0252' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>label</span></div><div class='xr-var-dims'>(label)</div><div class='xr-var-dtype'>&lt;U3</div><div class='xr-var-preview xr-preview'>&#x27;Nz&#x27; &#x27;Iz&#x27; &#x27;LPA&#x27; &#x27;RPA&#x27;</div><input id='attrs-fb7a7f7c-867e-425d-bef6-1f51d8283b32' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fb7a7f7c-867e-425d-bef6-1f51d8283b32' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0dec8fe4-936d-4c19-a2ee-418a9b72070c' class='xr-var-data-in' type='checkbox'><label for='data-0dec8fe4-936d-4c19-a2ee-418a9b72070c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;Nz&#x27;, &#x27;Iz&#x27;, &#x27;LPA&#x27;, &#x27;RPA&#x27;], dtype=&#x27;&lt;U3&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>type</span></div><div class='xr-var-dims'>(label)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>PointType.LANDMARK ... PointType...</div><input id='attrs-ec14b49a-1c95-4cfc-9011-6eb4efe50df2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ec14b49a-1c95-4cfc-9011-6eb4efe50df2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7f78a6c-dbbc-4d4e-8846-70cf4ed4d954' class='xr-var-data-in' type='checkbox'><label for='data-f7f78a6c-dbbc-4d4e-8846-70cf4ed4d954' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1a06c1be-6d37-49b9-a519-022ff75bc3da' class='xr-section-summary-in' type='checkbox'  ><label for='section-1a06c1be-6d37-49b9-a519-022ff75bc3da' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>label</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-0be51de0-2ea1-435e-a2ba-7fa6b3bc391b' class='xr-index-data-in' type='checkbox'/><label for='index-0be51de0-2ea1-435e-a2ba-7fa6b3bc391b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;Nz&#x27;, &#x27;Iz&#x27;, &#x27;LPA&#x27;, &#x27;RPA&#x27;], dtype=&#x27;object&#x27;, name=&#x27;label&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fdb129cf-c206-48c1-bf48-d7df5c8080a7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fdb129cf-c206-48c1-bf48-d7df5c8080a7' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray (label: 4, aligned: 3)> Size: 96B\n",
       "<Quantity([[-4.99239750e-02  7.97894669e+01 -3.61411209e+01]\n",
       " [ 1.75606728e+00 -1.00949997e+02 -5.48579865e+01]\n",
       " [-7.19499969e+01 -1.61194057e+01 -5.46569786e+01]\n",
       " [ 7.59499969e+01 -1.30380936e+01 -5.40778427e+01]], 'millimeter')>\n",
       "Coordinates:\n",
       "  * label    (label) <U3 48B 'Nz' 'Iz' 'LPA' 'RPA'\n",
       "    type     (label) object 32B PointType.LANDMARK ... PointType.LANDMARK\n",
       "Dimensions without coordinates: aligned"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "initial_landmarks = cedalion.io.read_mrk_json(os.path.join(SEG_DATADIR, landmarks_files), crs=\"aligned\")\n",
    "initial_landmarks"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0c3a979",
   "metadata": {},
   "source": [
    "## Construct scalp surface and transform to scanner RAS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e0ce7c55",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-09-02T16:02:26.021075Z",
     "iopub.status.busy": "2024-09-02T16:02:26.020908Z",
     "iopub.status.idle": "2024-09-02T16:02:26.825843Z",
     "shell.execute_reply": "2024-09-02T16:02:26.825349Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "TrimeshSurface(mesh=<trimesh.Trimesh(vertices.shape=(152529, 3), faces.shape=(304426, 3))>, crs='aligned', units=<Unit('millimeter')>)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "scalp_surface = cedalion.geometry.segmentation.surface_from_segmentation(\n",
    "    masks, \n",
    "    masks.segmentation_type.values, \n",
    "    fill_holes_in_mask=True\n",
    ")\n",
    "scalp_surface = scalp_surface.apply_transform(t_ijk2ras)\n",
    "scalp_surface"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8161369b",
   "metadata": {},
   "source": [
    "## Construct landmarks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "acd27a25",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-09-02T16:02:26.828795Z",
     "iopub.status.busy": "2024-09-02T16:02:26.827823Z",
     "iopub.status.idle": "2024-09-02T16:02:27.563949Z",
     "shell.execute_reply": "2024-09-02T16:02:27.563469Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/runner/work/cedalion/cedalion/src/cedalion/geometry/landmarks.py:216: UserWarning: WIP: distance calculation around ears\n",
      "  warnings.warn(\"WIP: distance calculation around ears\")\n"
     ]
    }
   ],
   "source": [
    "lmbuilder = cedalion.geometry.landmarks.LandmarksBuilder1010(scalp_surface, initial_landmarks)\n",
    "all_landmarks = lmbuilder.build()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d3db0607",
   "metadata": {},
   "source": [
    "## Visualize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "263b6670",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-09-02T16:02:27.566114Z",
     "iopub.status.busy": "2024-09-02T16:02:27.565935Z",
     "iopub.status.idle": "2024-09-02T16:02:30.084090Z",
     "shell.execute_reply": "2024-09-02T16:02:30.083593Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": "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\n",
      "image/png": "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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (label: 73, aligned: 3)&gt; Size: 2kB\n",
       "&lt;Quantity([[-4.99239750e-02  7.97894669e+01 -3.61411209e+01]\n",
       " [ 1.75606728e+00 -1.00949997e+02 -5.48579865e+01]\n",
       " [-7.19499969e+01 -1.61194057e+01 -5.46569786e+01]\n",
       " [ 7.59499969e+01 -1.30380936e+01 -5.40778427e+01]\n",
       " [ 1.48924732e+00 -2.80293236e+01  8.91000061e+01]\n",
       " [ 6.12858720e-02  8.11088104e+01  7.37103820e-01]\n",
       " [ 2.87298560e-01  7.13674164e+01  3.77344780e+01]\n",
       " [ 6.55276775e-01  4.53056488e+01  6.68061066e+01]\n",
       " [ 1.07111287e+00  1.00979099e+01  8.20730667e+01]\n",
       " [ 1.85324764e+00 -6.58003693e+01  8.12256699e+01]\n",
       " [ 2.05901766e+00 -9.44351578e+01  5.45259399e+01]\n",
       " [ 2.09403157e+00 -1.09099968e+02  2.00678768e+01]\n",
       " [ 1.99313700e+00 -1.12099998e+02 -1.88979530e+01]\n",
       " [-7.40999985e+01 -1.95488510e+01 -1.85347042e+01]\n",
       " [ 7.71044159e+01 -1.64808197e+01 -1.70659504e+01]\n",
       " [-2.78219814e+01  7.71388321e+01 -3.02536416e+00]\n",
       " [-4.96633530e+01  6.04367256e+01 -7.37024927e+00]\n",
       " [-6.30418015e+01  3.72775650e+01 -1.13610516e+01]\n",
       " [-6.90998383e+01  1.09453211e+01 -1.47975235e+01]\n",
       " [-7.24252396e+01 -4.38436012e+01 -2.08314400e+01]\n",
       "...\n",
       " [ 3.38006325e+01  6.86656570e+01  2.46341743e+01]\n",
       " [ 4.37709770e+01  6.53327713e+01  9.80877018e+00]\n",
       " [-7.11000137e+01 -5.21063499e+01  1.62688789e+01]\n",
       " [-6.04117126e+01 -5.93472214e+01  4.92480507e+01]\n",
       " [-3.35214653e+01 -6.43834763e+01  7.31401901e+01]\n",
       " [ 3.70119171e+01 -6.36731415e+01  7.34150696e+01]\n",
       " [ 6.40872269e+01 -5.81273575e+01  4.98854256e+01]\n",
       " [ 7.49943771e+01 -5.05679817e+01  1.65376186e+01]\n",
       " [-6.02266083e+01 -7.88670959e+01  6.22620153e+00]\n",
       " [-4.79947624e+01 -8.71012192e+01  3.13694839e+01]\n",
       " [-2.63569469e+01 -9.27776489e+01  4.89596596e+01]\n",
       " [ 3.03763351e+01 -9.22147827e+01  4.83610687e+01]\n",
       " [ 5.25887566e+01 -8.63931656e+01  3.11849651e+01]\n",
       " [ 6.40652771e+01 -7.80682831e+01  6.22846365e+00]\n",
       " [-4.19541206e+01 -9.81257248e+01 -7.08912945e+00]\n",
       " [-3.21703415e+01 -1.03932159e+02  6.96908283e+00]\n",
       " [-1.80093327e+01 -1.08100220e+02  1.72244530e+01]\n",
       " [ 2.07628002e+01 -1.08123955e+02  1.81712074e+01]\n",
       " [ 3.61665001e+01 -1.03939384e+02  8.55530739e+00]\n",
       " [ 4.61439362e+01 -9.79618149e+01 -5.45690823e+00]], &#x27;millimeter&#x27;)&gt;\n",
       "Coordinates:\n",
       "  * label    (label) &lt;U3 876B &#x27;Nz&#x27; &#x27;Iz&#x27; &#x27;LPA&#x27; &#x27;RPA&#x27; ... &#x27;PO1&#x27; &#x27;PO2&#x27; &#x27;PO4&#x27; &#x27;PO6&#x27;\n",
       "    type     (label) object 584B PointType.LANDMARK ... PointType.LANDMARK\n",
       "Dimensions without coordinates: aligned</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>label</span>: 73</li><li><span>aligned</span>: 3</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-284c8950-324d-4194-9515-4aeba3a7ece8' class='xr-array-in' type='checkbox' checked><label for='section-284c8950-324d-4194-9515-4aeba3a7ece8' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>[mm] -0.04992 79.79 -36.14 1.756 -100.9 ... 8.555 46.14 -97.96 -5.457</span></div><div class='xr-array-data'><table><tbody><tr><th>Magnitude</th><td style='text-align:left;'><pre>[[-0.04992397502064705 79.78946685791016 -36.14112091064453] [1.7560672760009766 -100.94999694824219 -54.85798645019531] [-71.94999694824219 -16.11940574645996 -54.656978607177734] [75.94999694824219 -13.038093566894531 -54.077842712402344] [1.4892473220825195 -28.02932357788086 89.10000610351562] [0.061285872012376785 81.10881042480469 0.7371038198471069] [0.2872985601425171 71.36741638183594 37.73447799682617] [0.6552767753601074 45.30564880371094 66.80610656738281] [1.071112871170044 10.097909927368164 82.07306671142578] [1.8532476425170898 -65.80036926269531 81.22566986083984] [2.0590176582336426 -94.4351577758789 54.52593994140625] [2.094031572341919 -109.09996795654297 20.0678768157959] [1.993137001991272 -112.0999984741211 -18.897953033447266] [-74.0999984741211 -19.548851013183594 -18.534704208374023] [77.10441589355469 -16.480819702148438 -17.065950393676758] [-27.82198143005371 77.13883209228516 -3.0253641605377197] [-49.663352966308594 60.43672561645508 -7.370249271392822] [-63.04180145263672 37.277565002441406 -11.361051559448242] [-69.09983825683594 10.945321083068848 -14.797523498535156] [-72.42523956298828 -43.84360122680664 -20.831439971923828] [-64.09697723388672 -69.40837097167969 -22.458383560180664] [-47.49164581298828 -91.60835266113281 -22.74363136291504] [-24.624359130859375 -106.45530700683594 -21.519487380981445] [28.055683135986328 77.56547546386719 -2.521313428878784] [50.400169372558594 61.637611389160156 -6.439795970916748] [65.0604248046875 38.52914047241211 -10.284000396728516] [72.10334777832031 12.581781387329102 -13.624127388000488] [76.07862854003906 -42.49884033203125 -19.57675552368164] [68.75923919677734 -68.87993621826172 -21.47166633605957] [52.12689971923828 -90.97310638427734 -21.969844818115234] [28.576984405517578 -106.44587707519531 -21.084980010986328] [-74.10424041748047 -23.157894134521484 19.99037742614746] [-62.04132080078125 -26.126386642456055 54.40861511230469] [-33.841209411621094 -27.846450805664062 79.15211486816406] [36.46336364746094 -26.40130615234375 79.6362533569336] [64.70145416259766 -23.5321044921875 55.39857864379883] [76.38621520996094 -20.0361385345459 20.724044799804688] [-69.10093688964844 10.339940071105957 20.302783966064453] [-56.832374572753906 9.96708869934082 50.26749801635742] [-31.392833709716797 9.872274398803711 73.07112121582031] [32.49762725830078 10.605921745300293 73.99658966064453] [57.945167541503906 11.2984037399292 51.15680694580078] [71.09867095947266 11.972980499267578 20.99175262451172] [-59.09922790527344 39.978885650634766 16.585201263427734] [-46.976261138916016 42.39129638671875 40.73386764526367] [-25.999441146850586 44.38974380493164 59.71082305908203] [26.841733932495117 44.83095932006836 59.36838912963867] [48.090965270996094 43.261959075927734 40.92353820800781] [60.9999885559082 41.100128173828125 17.048358917236328] [-42.715396881103516 64.4372329711914 9.61987590789795] [-33.09383010864258 68.00543212890625 24.628257751464844] [-17.75283432006836 70.32950592041016 34.01750183105469] [18.13252067565918 70.74982452392578 34.30646896362305] [33.80063247680664 68.66565704345703 24.634174346923828] [43.77097702026367 65.33277130126953 9.808770179748535] [-71.10001373291016 -52.10634994506836 16.268878936767578] [-60.411712646484375 -59.34722137451172 49.248050689697266] [-33.52146530151367 -64.38347625732422 73.14019012451172] [37.01191711425781 -63.67314147949219 73.41506958007812] [64.08722686767578 -58.127357482910156 49.88542556762695] [74.99437713623047 -50.5679817199707 16.53761863708496] [-60.22660827636719 -78.86709594726562 6.22620153427124] [-47.9947624206543 -87.1012191772461 31.369483947753906] [-26.35694694519043 -92.77764892578125 48.959659576416016] [30.37633514404297 -92.21478271484375 48.36106872558594] [52.5887565612793 -86.3931655883789 31.184965133666992] [64.06527709960938 -78.06828308105469 6.228463649749756] [-41.95412063598633 -98.12572479248047 -7.089129447937012] [-32.17034149169922 -103.93215942382812 6.969082832336426] [-18.00933265686035 -108.1002197265625 17.22445297241211] [20.762800216674805 -108.12395477294922 18.171207427978516] [36.166500091552734 -103.93938446044922 8.555307388305664] [46.14393615722656 -97.9618148803711 -5.456908226013184]]</pre></td></tr><tr><th>Units</th><td style='text-align:left;'>millimeter</td></tr></tbody></table></div></div></li><li class='xr-section-item'><input id='section-7abb18dd-f6cd-4334-9ec2-d53f891b6e39' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7abb18dd-f6cd-4334-9ec2-d53f891b6e39' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>label</span></div><div class='xr-var-dims'>(label)</div><div class='xr-var-dtype'>&lt;U3</div><div class='xr-var-preview xr-preview'>&#x27;Nz&#x27; &#x27;Iz&#x27; &#x27;LPA&#x27; ... &#x27;PO4&#x27; &#x27;PO6&#x27;</div><input id='attrs-9ab1f2fe-789a-4f33-a4c3-2cafd6da2350' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9ab1f2fe-789a-4f33-a4c3-2cafd6da2350' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c19f2fe-21c6-43ba-8055-90a4e52c7f79' class='xr-var-data-in' type='checkbox'><label for='data-6c19f2fe-21c6-43ba-8055-90a4e52c7f79' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;Nz&#x27;, &#x27;Iz&#x27;, &#x27;LPA&#x27;, &#x27;RPA&#x27;, &#x27;Cz&#x27;, &#x27;Fpz&#x27;, &#x27;AFz&#x27;, &#x27;Fz&#x27;, &#x27;FCz&#x27;, &#x27;CPz&#x27;, &#x27;Pz&#x27;,\n",
       "       &#x27;POz&#x27;, &#x27;Oz&#x27;, &#x27;T7&#x27;, &#x27;T8&#x27;, &#x27;Fp1&#x27;, &#x27;AF7&#x27;, &#x27;F7&#x27;, &#x27;FT7&#x27;, &#x27;TP7&#x27;, &#x27;P7&#x27;, &#x27;PO7&#x27;,\n",
       "       &#x27;O1&#x27;, &#x27;Fp2&#x27;, &#x27;AF8&#x27;, &#x27;F8&#x27;, &#x27;FT8&#x27;, &#x27;TP8&#x27;, &#x27;P8&#x27;, &#x27;PO8&#x27;, &#x27;O2&#x27;, &#x27;C5&#x27;, &#x27;C3&#x27;,\n",
       "       &#x27;C1&#x27;, &#x27;C2&#x27;, &#x27;C4&#x27;, &#x27;C6&#x27;, &#x27;FC5&#x27;, &#x27;FC3&#x27;, &#x27;FC1&#x27;, &#x27;FC2&#x27;, &#x27;FC4&#x27;, &#x27;FC6&#x27;, &#x27;F5&#x27;,\n",
       "       &#x27;F3&#x27;, &#x27;F1&#x27;, &#x27;F2&#x27;, &#x27;F4&#x27;, &#x27;F6&#x27;, &#x27;AF5&#x27;, &#x27;AF3&#x27;, &#x27;AF1&#x27;, &#x27;AF2&#x27;, &#x27;AF4&#x27;, &#x27;AF6&#x27;,\n",
       "       &#x27;CP5&#x27;, &#x27;CP3&#x27;, &#x27;CP1&#x27;, &#x27;CP2&#x27;, &#x27;CP4&#x27;, &#x27;CP6&#x27;, &#x27;P5&#x27;, &#x27;P3&#x27;, &#x27;P1&#x27;, &#x27;P2&#x27;, &#x27;P4&#x27;,\n",
       "       &#x27;P6&#x27;, &#x27;PO5&#x27;, &#x27;PO3&#x27;, &#x27;PO1&#x27;, &#x27;PO2&#x27;, &#x27;PO4&#x27;, &#x27;PO6&#x27;], dtype=&#x27;&lt;U3&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>type</span></div><div class='xr-var-dims'>(label)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>PointType.LANDMARK ... PointType...</div><input id='attrs-b3e7661b-0adc-491f-8821-32bf2e2077e8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b3e7661b-0adc-491f-8821-32bf2e2077e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7a1a3e02-380e-4997-b237-28ef883eb35c' class='xr-var-data-in' type='checkbox'><label for='data-7a1a3e02-380e-4997-b237-28ef883eb35c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;, &lt;PointType.LANDMARK: 3&gt;,\n",
       "       &lt;PointType.LANDMARK: 3&gt;], dtype=object)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1abac9d3-45ae-4077-8b27-c9cdc3c95076' class='xr-section-summary-in' type='checkbox'  ><label for='section-1abac9d3-45ae-4077-8b27-c9cdc3c95076' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>label</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-cce71f47-03ec-4c38-ad56-26961dd23cd8' class='xr-index-data-in' type='checkbox'/><label for='index-cce71f47-03ec-4c38-ad56-26961dd23cd8' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([&#x27;Nz&#x27;, &#x27;Iz&#x27;, &#x27;LPA&#x27;, &#x27;RPA&#x27;, &#x27;Cz&#x27;, &#x27;Fpz&#x27;, &#x27;AFz&#x27;, &#x27;Fz&#x27;, &#x27;FCz&#x27;, &#x27;CPz&#x27;, &#x27;Pz&#x27;,\n",
       "       &#x27;POz&#x27;, &#x27;Oz&#x27;, &#x27;T7&#x27;, &#x27;T8&#x27;, &#x27;Fp1&#x27;, &#x27;AF7&#x27;, &#x27;F7&#x27;, &#x27;FT7&#x27;, &#x27;TP7&#x27;, &#x27;P7&#x27;, &#x27;PO7&#x27;,\n",
       "       &#x27;O1&#x27;, &#x27;Fp2&#x27;, &#x27;AF8&#x27;, &#x27;F8&#x27;, &#x27;FT8&#x27;, &#x27;TP8&#x27;, &#x27;P8&#x27;, &#x27;PO8&#x27;, &#x27;O2&#x27;, &#x27;C5&#x27;, &#x27;C3&#x27;,\n",
       "       &#x27;C1&#x27;, &#x27;C2&#x27;, &#x27;C4&#x27;, &#x27;C6&#x27;, &#x27;FC5&#x27;, &#x27;FC3&#x27;, &#x27;FC1&#x27;, &#x27;FC2&#x27;, &#x27;FC4&#x27;, &#x27;FC6&#x27;, &#x27;F5&#x27;,\n",
       "       &#x27;F3&#x27;, &#x27;F1&#x27;, &#x27;F2&#x27;, &#x27;F4&#x27;, &#x27;F6&#x27;, &#x27;AF5&#x27;, &#x27;AF3&#x27;, &#x27;AF1&#x27;, &#x27;AF2&#x27;, &#x27;AF4&#x27;, &#x27;AF6&#x27;,\n",
       "       &#x27;CP5&#x27;, &#x27;CP3&#x27;, &#x27;CP1&#x27;, &#x27;CP2&#x27;, &#x27;CP4&#x27;, &#x27;CP6&#x27;, &#x27;P5&#x27;, &#x27;P3&#x27;, &#x27;P1&#x27;, &#x27;P2&#x27;, &#x27;P4&#x27;,\n",
       "       &#x27;P6&#x27;, &#x27;PO5&#x27;, &#x27;PO3&#x27;, &#x27;PO1&#x27;, &#x27;PO2&#x27;, &#x27;PO4&#x27;, &#x27;PO6&#x27;],\n",
       "      dtype=&#x27;object&#x27;, name=&#x27;label&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-033aecec-46c5-4e41-ade9-80a88e1948de' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-033aecec-46c5-4e41-ade9-80a88e1948de' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray (label: 73, aligned: 3)> Size: 2kB\n",
       "<Quantity([[-4.99239750e-02  7.97894669e+01 -3.61411209e+01]\n",
       " [ 1.75606728e+00 -1.00949997e+02 -5.48579865e+01]\n",
       " [-7.19499969e+01 -1.61194057e+01 -5.46569786e+01]\n",
       " [ 7.59499969e+01 -1.30380936e+01 -5.40778427e+01]\n",
       " [ 1.48924732e+00 -2.80293236e+01  8.91000061e+01]\n",
       " [ 6.12858720e-02  8.11088104e+01  7.37103820e-01]\n",
       " [ 2.87298560e-01  7.13674164e+01  3.77344780e+01]\n",
       " [ 6.55276775e-01  4.53056488e+01  6.68061066e+01]\n",
       " [ 1.07111287e+00  1.00979099e+01  8.20730667e+01]\n",
       " [ 1.85324764e+00 -6.58003693e+01  8.12256699e+01]\n",
       " [ 2.05901766e+00 -9.44351578e+01  5.45259399e+01]\n",
       " [ 2.09403157e+00 -1.09099968e+02  2.00678768e+01]\n",
       " [ 1.99313700e+00 -1.12099998e+02 -1.88979530e+01]\n",
       " [-7.40999985e+01 -1.95488510e+01 -1.85347042e+01]\n",
       " [ 7.71044159e+01 -1.64808197e+01 -1.70659504e+01]\n",
       " [-2.78219814e+01  7.71388321e+01 -3.02536416e+00]\n",
       " [-4.96633530e+01  6.04367256e+01 -7.37024927e+00]\n",
       " [-6.30418015e+01  3.72775650e+01 -1.13610516e+01]\n",
       " [-6.90998383e+01  1.09453211e+01 -1.47975235e+01]\n",
       " [-7.24252396e+01 -4.38436012e+01 -2.08314400e+01]\n",
       "...\n",
       " [ 3.38006325e+01  6.86656570e+01  2.46341743e+01]\n",
       " [ 4.37709770e+01  6.53327713e+01  9.80877018e+00]\n",
       " [-7.11000137e+01 -5.21063499e+01  1.62688789e+01]\n",
       " [-6.04117126e+01 -5.93472214e+01  4.92480507e+01]\n",
       " [-3.35214653e+01 -6.43834763e+01  7.31401901e+01]\n",
       " [ 3.70119171e+01 -6.36731415e+01  7.34150696e+01]\n",
       " [ 6.40872269e+01 -5.81273575e+01  4.98854256e+01]\n",
       " [ 7.49943771e+01 -5.05679817e+01  1.65376186e+01]\n",
       " [-6.02266083e+01 -7.88670959e+01  6.22620153e+00]\n",
       " [-4.79947624e+01 -8.71012192e+01  3.13694839e+01]\n",
       " [-2.63569469e+01 -9.27776489e+01  4.89596596e+01]\n",
       " [ 3.03763351e+01 -9.22147827e+01  4.83610687e+01]\n",
       " [ 5.25887566e+01 -8.63931656e+01  3.11849651e+01]\n",
       " [ 6.40652771e+01 -7.80682831e+01  6.22846365e+00]\n",
       " [-4.19541206e+01 -9.81257248e+01 -7.08912945e+00]\n",
       " [-3.21703415e+01 -1.03932159e+02  6.96908283e+00]\n",
       " [-1.80093327e+01 -1.08100220e+02  1.72244530e+01]\n",
       " [ 2.07628002e+01 -1.08123955e+02  1.81712074e+01]\n",
       " [ 3.61665001e+01 -1.03939384e+02  8.55530739e+00]\n",
       " [ 4.61439362e+01 -9.79618149e+01 -5.45690823e+00]], 'millimeter')>\n",
       "Coordinates:\n",
       "  * label    (label) <U3 876B 'Nz' 'Iz' 'LPA' 'RPA' ... 'PO1' 'PO2' 'PO4' 'PO6'\n",
       "    type     (label) object 584B PointType.LANDMARK ... PointType.LANDMARK\n",
       "Dimensions without coordinates: aligned"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lmbuilder.plot()\n",
    "display(all_landmarks)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}