From fda565c2b1e51255f9e65f2c0648e771a7275a6e Mon Sep 17 00:00:00 2001 From: Jean-Yves TINEVEZ Date: Tue, 1 Apr 2025 18:31:09 +0200 Subject: [PATCH] Add a simple example showing how to plot features. --- .../Plotting lineage feature values.ipynb | 10492 ++++++++++++++++ notebooks/imgs/Celegans-5pc-17timepoints.xml | 717 ++ notebooks/imgs/movie.mp4 | Bin 0 -> 746681 bytes 3 files changed, 11209 insertions(+) create mode 100644 notebooks/Plotting lineage feature values.ipynb create mode 100755 notebooks/imgs/Celegans-5pc-17timepoints.xml create mode 100644 notebooks/imgs/movie.mp4 diff --git a/notebooks/Plotting lineage feature values.ipynb b/notebooks/Plotting lineage feature values.ipynb new file mode 100644 index 0000000..6de01d3 --- /dev/null +++ b/notebooks/Plotting lineage feature values.ipynb @@ -0,0 +1,10492 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Loading and plotting data in lineages made with TrackMate\n", + "\n", + "In this example, we will see how to extract numerical data from a TrackMate file and plot it interactively. \n", + "This is a simple notebook, that will introduce the use of plotly to explore that data stored in a pycellin lineage.\n", + "\n", + "To run this notebook, create or use a Python environment with pycellin and dependencies for the jupyter.\n", + "For instance:\n", + "``` bash\n", + "> conda create -n pycellin python=\"3.10\" \n", + "> conda activate pycellin\n", + "> pip install pycellin\n", + "> pip install ipykernel\n", + "> pip install --upgrade nbformat\n", + "```\n", + "and restart the kernel.\n", + "\n", + "The data used in this demo contain the tracking of an early _C.elegans_ embryo, imaged in 3D for 37 minutes just after the first cell division (zygote -> AB & P1).\n", + "\n", + "\n", + "\n", + "We want to plot various cell numerical features over time. \n", + "We will see first a rather verbose way of plotting feature values, along with the hierarchy of the lineage. The data points will be connected by a line if the cells are linked in the lineage graph. \n", + "In a second step will rely on pycellin to export all feature values to a Pandas dataframe. This can then be used to very quickly plot feature using Plotly express.\n", + "\n", + "\n", + "Cell tracking was done with TrackMate, on a 3D+T movie. \n", + "Let's load and display the lineage with pycellin." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CellLineage of ID 0 named AB with 25 cells and 24 links.\n", + "CellLineage of ID 1 named P1 with 28 cells and 27 links.\n", + "CellLineage of ID 2 named PB1 with 17 cells and 16 links.\n", + "CellLineage of ID 3 named PB2 with 17 cells and 16 links.\n" + ] + } + ], + "source": [ + "import pycellin\n", + "\n", + "xml_path = \"imgs/Celegans-5pc-17timepoints.xml\"\n", + "model = pycellin.load_TrackMate_XML(xml_path)\n", + "\n", + "# Get the lineages.\n", + "cell_lins = model.get_cell_lineages()\n", + "for lin in cell_lins:\n", + " print(lin)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We find 4 lineages. In the _C.elegans_ embryo:\n", + "- PB1 and PB2 are the polar bodies. They don't divide. By convention, PB1 is the one that does not move and is used to identify the anterior side of the embryo.\n", + "- The AB cell primarily gives rise to ectodermal tissues, including the nervous system, hypodermis (skin), and parts of the pharynx. When P0 divides in AB and P1, AB goes on the anterior side.\n", + "- The P1 lineage primarily contributes to the mesodermal and endodermal tissues, as well as the germline. This cell goes on the posterior side.\n", + "\n", + "Let's plot the lineages that were tracked.\n", + "\n", + "pycellin includes a `plot()` function that can directly diplay the lineages hierarchy.\n", + "These plots reproduce what is shown in TrackScheme: The position of cells is discarded, and they are simply shown with their relationship over time. The time is in the Y axis, from top to bottom. The X axis is simply used to stack sibblings.\n", + "\n", + "pycellin generates an interactive plot thanks to plotly. You can hover the mouse over a node to show information. Additionnally, you can specify a feature to map the node color on a color map.\n", + "In the example below we show the cell name and radius in the hover, and use the radius to generate node colors.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "line": { + "color": "black", + "dash": "solid", + "width": 1 + }, + "mode": "lines", + "name": "Edges", + "text": [], + "type": "scatter", + "x": [ + 0.5, + 0.5, + null, + 0, + 0, + null, + 0, + 0, + null, + -0.5, + -0.5, + null, + 0, + -0.5, + null, + 0, + 0.5, + null, + 0.5, + 0.5, + null, + 0, + 0, + null, + 0, + 0, + null, + -0.5, + -0.5, + null, + 0.5, + 0.5, + null, + 0, + 0, + null, + 0, + 0, + null, + 0.5, + 0.5, + null, + -0.5, + -0.5, + null, + 0.5, + 0.5, + null, + 0, + 0, + null, + -0.5, + -0.5, + null, + -0.5, + -0.5, + null, + 0.5, + 0.5, + null, + 0, + 0, + null, + 0.5, + 0.5, + null, + -0.5, + -0.5, + null, + -0.5, + -0.5, + null + ], + "y": [ + 14, + 15, + null, + 3, + 4, + null, + 7, + 8, + null, + 10, + 11, + null, + 8, + 9, + null, + 8, + 9, + null, + 10, + 11, + null, + 6, + 7, + null, + 4, + 5, + null, + 15, + 16, + null, + 15, + 16, + null, + 5, + 6, + null, + 1, + 2, + null, + 11, + 12, + null, + 11, + 12, + null, + 12, + 13, + null, + 0, + 1, + null, + 12, + 13, + null, + 9, + 10, + null, + 9, + 10, + null, + 2, + 3, + null, + 13, + 14, + null, + 13, + 14, + null, + 14, + 15, + null + ] + }, + { + "hoverinfo": "text", + "hovertemplate": "%{text}", + "marker": { + "color": [ + 3.7164913424570605, + 4.057923247260989, + 4.913372637273821, + 2.714467152400909, + 3.0257962120355084, + 2.564698042074024, + 4.706380674887512, + 4.549509990320446, + 3.9781298468569273, + 3.8369072817429455, + 4.689480221535761, + 2.832224904521457, + 3.0220255319842173, + 3.137032766315005, + 3.2616514518859323, + 2.4463858994404535, + 3.4027765795751685, + 2.2976929804194706, + 2.3241055578268184, + 4.020847603630397, + 3.518451840596407, + 4.325261660019269, + 3.44897858931206, + 3.6712366076755414, + 3.880691669488799 + ], + "colorbar": { + "title": { + "text": "RADIUS" + } + }, + "colorscale": [ + [ + 0, + "rgb(0,0,131)" + ], + [ + 0.2, + "rgb(0,60,170)" + ], + [ + 0.4, + "rgb(5,255,255)" + ], + [ + 0.6, + "rgb(255,255,0)" + ], + [ + 0.8, + "rgb(250,0,0)" + ], + [ + 1, + "rgb(128,0,0)" + ] + ], + "size": 10, + "symbol": "circle" + }, + "mode": "markers", + "name": "lineage_ID: 0", + "text": [ + "name: EMS
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lin.get_root()\n", + " lineage_name = lin.nodes[first_cell][\"name\"]\n", + " lin.plot(\n", + " title=f\"{lineage_name} lineage\",\n", + " node_colormap_feature=\"RADIUS\", \n", + " node_hover_features=[\"name\", \"RADIUS\"], \n", + " node_color_scale=\"jet\",\n", + " node_marker_style=dict(\n", + " size=10,\n", + " symbol=\"circle\",\n", + " ), # style of the nodes\n", + " edge_line_style=dict(\n", + " color=\"black\",\n", + " width=1,\n", + " dash=\"solid\",\n", + " ), \n", + " plot_bgcolor=\"white\",\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's focus on the AB lineage and plot the radius of cells as they move and divide.\n", + "\n", + "Because we have 3 cell divisions, we cannot simply collect the time and radius of all cells in the lineage and plot them as a single line. The solution is to loop over edges and plot them one by one." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "line": { + "color": "black", + "width": 1 + }, + "marker": { + "size": 10, + "symbol": "circle" + }, + "mode": "lines+markers", + "text": [ + "AB.p", + "AB.p" + ], + "type": "scatter", + "x": [ + 28, + 30 + ], + "y": [ + 4.27062378462962, + 2.904232202082756 + ] + }, + { + "line": { + "color": "black", + "width": 1 + }, + "marker": { + "size": 10, + "symbol": "circle" + }, + "mode": "lines+markers", + "text": [ + "AB", + "AB" + ], + "type": "scatter", + "x": [ + 6, + 8 + ], + "y": [ + 3.4993584983813997, + 4.149130354188847 + ] + }, + { + "line": { + "color": "black", + "width": 1 + }, + "marker": { + "size": 10, + "symbol": "circle" + }, + "mode": "lines+markers", + "text": [ + "AB", + "AB.p" + ], + 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"white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "Radius of the AB lineage cells over time" + }, + "xaxis": { + "linecolor": "black", + "title": { + "text": "Time (min)" + } + }, + "yaxis": { + "linecolor": "black", + "title": { + "text": "Radius (µm)" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Search for the AB lineage\n", + "for lin in cell_lins:\n", + " first_cell = lin.get_root()\n", + " lineage_name = lin.nodes[first_cell][\"name\"]\n", + "\n", + " if lineage_name == 'AB':\n", + " ab_lineage = lin\n", + " ab_lineage_ID = lin.graph[\"lineage_ID\"]\n", + " break\n", + "\n", + "\n", + "# Let's create a figure with plotly, that is already shipped with pycellin.\n", + "import plotly.graph_objects as go\n", + "\n", + "fig = go.Figure()\n", + "\n", + "# Loop over the edges of the lineage and add a line for each edge.\n", + "for source, target in ab_lineage.edges():\n", + " # The time is stored in the node attributes. In TrackMate, this is the attribute \"POSITION_T\".\n", + " source_time = ab_lineage.nodes[source][\"POSITION_T\"]\n", + " target_time = ab_lineage.nodes[target][\"POSITION_T\"]\n", + " # And for the radius.\n", + " source_radius = ab_lineage.nodes[source][\"RADIUS\"]\n", + " target_radius = ab_lineage.nodes[target][\"RADIUS\"]\n", + " # Cell names\n", + " source_name = ab_lineage.nodes[source][\"name\"]\n", + " target_name = ab_lineage.nodes[target][\"name\"]\n", + "\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[source_time, target_time],\n", + " y=[source_radius, target_radius],\n", + " mode=\"lines+markers\",\n", + " line=dict(color=\"black\", width=1),\n", + " marker=dict(size=10, symbol=\"circle\"),\n", + " text=[source_name, target_name]\n", + " )\n", + " )\n", + "# Add axis labels\n", + "fig.update_layout(\n", + " title=\"Radius of the AB lineage cells over time\",\n", + " xaxis_title=\"Time (min)\",\n", + " yaxis_title=\"Radius (µm)\",\n", + " showlegend=False,\n", + " # Transparent background:\n", + " plot_bgcolor='rgba(0, 0, 0, 0)',\n", + " paper_bgcolor='rgba(0, 0, 0, 0)',\n", + ")\n", + "\n", + "# Axes colors\n", + "fig.update_xaxes(linecolor='black')\n", + "fig.update_yaxes(linecolor='black')\n", + "\n", + "# Show the figure\n", + "fig.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can generalize this approach and package this in a function.\n", + "We can even add a third feature that will be used to color the nodes with a colormap." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_lineage_features(lineage, x_feature, y_feature, c_feature):\n", + " fig = go.Figure()\n", + "\n", + " # Prepare the color scale. Collect all the values for the feature c_feature\n", + " # and create a color scale.\n", + " c_values = [lineage.nodes[n][c_feature] for n in lineage.nodes()]\n", + " c_min = min(c_values)\n", + " c_max = max(c_values)\n", + " \n", + "\n", + " # Loop over the edges of the lineage and add a line for each edge.\n", + " for source, target in lineage.edges():\n", + " source_x = lineage.nodes[source][x_feature]\n", + " target_x = lineage.nodes[target][x_feature]\n", + " source_y = lineage.nodes[source][y_feature]\n", + " target_y = lineage.nodes[target][y_feature]\n", + " # Cell names\n", + " source_name = ab_lineage.nodes[source][\"name\"]\n", + " target_name = ab_lineage.nodes[target][\"name\"]\n", + " # For the colormap\n", + " data = [ lineage.nodes[source][c_feature] , lineage.nodes[target][c_feature] ]\n", + "\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=[source_x, target_x],\n", + " y=[source_y, target_y],\n", + " mode=\"lines+markers\",\n", + " line=dict(color=\"black\", width=1),\n", + " marker=dict(\n", + " color=data,\n", + " colorscale='jet', # Apply the custom colormap\n", + " cmin=c_min, # Minimum value of the scale\n", + " cmax=c_max,\n", + " size=15,\n", + " symbol=\"circle\",\n", + " line=dict(color='black', width=1)\n", + " ),\n", + " text=[source_name, target_name]\n", + " )\n", + " )\n", + " # Add axis labels\n", + " fig.update_layout(\n", + " xaxis_title=x_feature,\n", + " yaxis_title=y_feature,\n", + " showlegend=False,\n", + " # Transparent background:\n", + " plot_bgcolor='rgba(0, 0, 0, 0)',\n", + " paper_bgcolor='rgba(0, 0, 0, 0)',\n", + " )\n", + "\n", + " return fig\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can use it to plot the cell position over time.\n", + "There is a gotcha, however.\n", + "In TrackMate, the X and Y position of a cell is stored in the feature \"POSITION_X\" and \"POSITION_Y\". But when pycellin loads a TrackMate file, these feature values are reinterpreted and stored in the node attributes \"cell_x\" and \"cell_y\".\n", + "So we have:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "line": { + "color": "black", + "width": 1 + }, + "marker": { + "cmax": 32, + "cmin": 0, + "color": [ + 28, + 30 + ], + "colorscale": [ + [ + 0, + "rgb(0,0,131)" + ], + [ + 0.2, + "rgb(0,60,170)" + ], + [ + 0.4, + "rgb(5,255,255)" + ], + [ + 0.6, + "rgb(255,255,0)" + ], + [ + 0.8, + "rgb(250,0,0)" + ], + [ + 1, + "rgb(128,0,0)" + ] + ], + "line": { + "color": "black", + "width": 1 + }, + "size": 15, + "symbol": "circle" + }, + "mode": "lines+markers", + "text": [ + "AB.p", + "AB.p" + ], + "type": "scatter", + "x": [ + 35.16405135095305, + 32.49222155368604 + ], + "y": [ + 29.35022331824101, + 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For instance we can plot the X,Y position of the cells, and color them\n", + "# based on the time of the cell division (POSITION_T). We can also set the size of the points\n", + "# based on the radius of the cells (RADIUS).\n", + "# Note that the dataframe is already filtered for the AB lineage.\n", + "# We can also use the name of the cells as hover name.\n", + "import plotly.express as px\n", + "fig3 = px.scatter(\n", + " df,\n", + " x=\"cell_x\",\n", + " y=\"cell_y\",\n", + " color=\"POSITION_T\",\n", + " size=\"RADIUS\",\n", + " hover_name=\"name\",\n", + " title=\"AB lineage cells\",\n", + " color_continuous_scale=\"jet\",\n", + ")\n", + "\n", + "# Square the figure\n", + "fig3.update_xaxes(\n", + " scaleanchor=\"y\",\n", + " scaleratio=1,\n", + ")\n", + "fig3.update_layout(\n", + " showlegend=False,\n", + " # Transparent background:\n", + " plot_bgcolor='rgba(0, 0, 0, 0)',\n", + " paper_bgcolor='rgba(0, 0, 0, 0)',\n", + " )\n", + "\n", + "\n", + "\n", + "fig3.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This gives us a good impression on where do the cell move as the development progress. \n", + "But this is just a XY view. \n", + "We can generate an interactive 3D view by using another plotly express function:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "%{hovertext}

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"gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "AB lineage cells" + }, + "xaxis": { + "scaleanchor": "y", + "scaleratio": 1 + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig4 = px.scatter_3d(\n", + " df,\n", + " x=\"cell_x\",\n", + " y=\"cell_y\",\n", + " z=\"cell_z\",\n", + " color=\"POSITION_T\",\n", + " size=\"RADIUS\",\n", + " hover_name=\"name\",\n", + " title=\"AB lineage cells\",\n", + " color_continuous_scale='jet',\n", + ")\n", + "\n", + "# Square the figure\n", + "fig4.update_xaxes(\n", + " scaleanchor=\"y\",\n", + " scaleratio=1,\n", + ")\n", + "fig4.update_layout(\n", + " showlegend=False,\n", + " # Transparent background:\n", + " plot_bgcolor='rgba(0, 0, 0, 0)',\n", + " paper_bgcolor='rgba(0, 0, 0, 0)',\n", + " )\n", + "\n", + "fig4.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This should be adapted to your needs, and will facilitate exploring lineage data.\n", + "In particular, this can be combined with the ability of pycellin to quickly augment a model with new feature definitions.\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/imgs/Celegans-5pc-17timepoints.xml b/notebooks/imgs/Celegans-5pc-17timepoints.xml new file mode 100755 index 0000000..6b19ba7 --- /dev/null +++ b/notebooks/imgs/Celegans-5pc-17timepoints.xml @@ -0,0 +1,717 @@ + + + . + - Track index in 0 ms. + - Track location in 4 ms. + - Track speed in 5 ms. + - Track quality in 4 ms. + - Track motility analysis in 5 ms. +Computation done in 31 ms. +-------------------- +File loaded on Thu, 17 Mar 2022 15:51:20 +TrackMate v7.6.1 +Please note that TrackMate is available through Fiji, and is based on a publication. If you use it successfully for your research please be so kind to cite our work: +Ershov D, Phan M-S, Pylvänäinen JW, Rigaud SU, et al. 'Bringing TrackMate in the era of machine-learning and deep-learning.'bioRxiv. 2021; doi:10.1101/2021.09.03.458852 +https://doi.org/10.1101/2021.09.03.458852 +and / or: +Tinevez, JY.; Perry, N. & Schindelin, J. et al. (2017), 'TrackMate: An open and extensible platform for single-particle tracking.', Methods 115: 80-90, PMID 27713081. +https://www.sciencedirect.com/science/article/pii/S1046202316303346 + +Performing track filtering on the following features: +No feature threshold set, kept the 1345 tracks. + +Configured tracker LAP Tracker with settings: + - max frame gap: 2 + - alternative linking cost factor: 1.05 + - linking feature penalties: + - linking max distance: 1.0 + - gap closing max distance: 15.0 + - merging feature penalties: + - splitting max distance: 15.0 + - blocking value: Infinity + - allow gap closing: false + - allow track splitting: false + - allow track merging: false + - merging max distance: 15.0 + - splitting feature penalties: + - cutoff percentile: 0.9 + - gap closing feature penalties: + + +Performing spot filtering on the following features: +No feature threshold set, kept the 9831 spots. + +Configured detector Thresholding detector with settings: + - target channel: 1 + - simplify contours: true + - intensity threshold: 500.0 + + +Configured detector Thresholding detector with settings: + - target channel: 1 + - simplify contours: true + - intensity threshold: 500.0 + +Starting detection process using 24 threads. +Detection processes 17 frames simultaneously and allocates 1 thread per frame. +Found 82 spots. +Detection done in 0.1 s. + +Computing spot quality histogram... +Initial thresholding with a quality threshold above -1024.4 ... +Starting initial filtering process. +Retained 82 spots out of 82. + +Calculating spot features... +Calculating features done in 0.2 s. + +Performing spot filtering on the following features: +No feature threshold set, kept the 82 spots. + +Configured tracker LAP Tracker with settings: + - max frame gap: 2 + - alternative linking cost factor: 1.05 + - linking feature penalties: + - linking max distance: 1.0 + - gap closing max distance: 15.0 + - merging feature penalties: + - splitting max distance: 15.0 + - blocking value: Infinity + - allow gap closing: false + - allow track splitting: false + - allow track merging: false + - merging max distance: 15.0 + - splitting feature penalties: + - cutoff percentile: 0.9 + - gap closing feature penalties: + +Starting tracking process. +Tracking done in 0.0 s. +Found 5 tracks. + - avg size: 5.0 spots. + - min size: 2 spots. + - max size: 16 spots. + +Configured tracker LAP Tracker with settings: + - max frame gap: 2 + - alternative linking cost factor: 1.05 + - linking feature penalties: + - linking max distance: 15.0 + - gap closing max distance: 15.0 + - merging feature penalties: + - splitting max distance: 15.0 + - blocking value: Infinity + - allow gap closing: false + - allow track splitting: true + - allow track merging: false + - merging max distance: 15.0 + - splitting feature penalties: + - cutoff percentile: 0.9 + - gap closing feature penalties: + +Starting tracking process. +Tracking done in 0.0 s. +Found 4 tracks. + - avg size: 20.0 spots. + - min size: 6 spots. + - max size: 32 spots. + +Calculating features done in 0.0 s. + +Performing track filtering on the following features: +No feature threshold set, kept the 4 tracks. +Saving data... +Computing edge features: + - Directional change in 2 ms. + - Edge speed in 2 ms. + - Edge target in 2 ms. + - Edge location in 1 ms. +Computation done in 8 ms. +Computing track features: + - Cell division rate analyzer in 0 ms. + - Branching analyzer in 1 ms. + - Track duration in 0 ms. + - Track index in 0 ms. + - Track location in 1 ms. + - Track speed in 0 ms. + - Track quality in 0 ms. + - Track motility analysis in 1 ms. +Computation done in 3 ms. +-------------------- +Warnings occured during reading the file: +-------------------- +Unknown track analyzer key: CELL_DIVISION_TIME_ANALYZER. +-------------------- +File loaded on Tue, 1 Apr 2025 14:47:45 +TrackMate v7.14.0 +Please note that TrackMate is available through Fiji, and is based on a publication. If you use it successfully for your research please be so kind to cite our work: +Ershov, D., Phan, MS., Pylvänäinen, J.W., Rigaud S.U., et al. TrackMate 7: integrating state-of-the-art segmentation algorithms into tracking pipelines. Nat Methods (2022). https://doi.org/10.1038/s41592-022-01507-1 +https://doi.org/10.1038/s41592-022-01507-1 +and / or: +Tinevez, JY.; Perry, N. & Schindelin, J. et al. (2017), 'TrackMate: An open and extensible platform for single-particle tracking.', Methods 115: 80-90, PMID 27713081. +https://www.sciencedirect.com/science/article/pii/S1046202316303346 +Some errors occurred while reading file: +Unknown track analyzer key: CELL_DIVISION_TIME_ANALYZER. +Saving data... +Computing edge features: + - Directional change in 11 ms. + - Edge speed in 3 ms. + - Edge target in 6 ms. + - Edge location in 3 ms. +Computation done in 27 ms. +Computing track features: + - Branching analyzer in 10 ms. + - Track duration in 2 ms. + - Track index in 0 ms. + - Track location in 2 ms. + - Track speed in 1 ms. + - Track quality in 2 ms. + - Track motility analysis in 2 ms. +Computation done in 22 ms. + Added log. + Added spot, edge and track feature declarations. + Added 84 spots. + Added tracks. + Added filtered tracks. + Added image information. + Added crop settings. + Added detector settings. + Added initial spot filter. + Added spot feature filters. + Added tracker settings. + Added track feature filters. + Added spot, edge and track analyzers. + Added GUI current state. + Added display settings. + Writing to file. +Data saved to: /Users/tinevez/Development/TrackMateWS/TrackMate/samples/Celegans-5pc-17timepoints.xml +Saving data... +Computing edge features: + - Directional change in 9 ms. + - Edge speed in 1 ms. + - Edge target in 2 ms. + - Edge location in 1 ms. +Computation done in 16 ms. +Computing track features: + - Branching analyzer in 1 ms. + - Track duration in 1 ms. + - Track index in 0 ms. + - Track location in 0 ms. + - Track speed in 2 ms. + - Track quality in 1 ms. + - Track motility analysis in 1 ms. +Computation done in 8 ms. + Added log. + Added spot, edge and track feature declarations. + Added 84 spots. + Added tracks. + Added filtered tracks. + Added image information. + Added crop settings. + Added detector settings. + Added initial spot filter. + Added spot feature filters. + Added tracker settings. + Added track feature filters. + Added spot, edge and track analyzers. + Added GUI current state. + Added display settings. + Writing to file. +Data saved to: /Users/tinevez/Development/TrackMateWS/TrackMate/samples/Celegans-5pc-17timepoints.xml +Saving data... +Computing edge features: + - Directional change in 39 ms. + - Edge speed in 16 ms. + - Edge target in 8 ms. + - Edge location in 17 ms. +Computation done in 81 ms. +Computing track features: + - Branching analyzer in 2 ms. + - Track duration in 0 ms. + - Track index in 0 ms. + - Track location in 0 ms. + - Track speed in 1 ms. + - Track quality in 1 ms. + - Track motility analysis in 2 ms. +Computation done in 9 ms. + Added log. + Added spot, edge and track feature declarations. + Added 84 spots. + Added tracks. + Added filtered tracks. + Added image information. + Added crop settings. + Added detector settings. + Added initial spot filter. + Added spot feature filters. + Added tracker settings. + Added track feature filters. + Added spot, edge and track analyzers. + Added GUI current state. + Added display settings. + Writing to file. +Data saved to: /Users/tinevez/Development/TrackMateWS/TrackMate/samples/Celegans-5pc-17timepoints.xml +Saving data... +Computing edge features: + - Directional change in 12 ms. + - Edge speed in 1 ms. + - Edge target in 2 ms. + - Edge location in 1 ms. +Computation done in 20 ms. +Computing track features: + - Branching analyzer in 2 ms. + - Track duration in 1 ms. + - Track index in 0 ms. + - Track location in 0 ms. + - Track speed in 2 ms. + - Track quality in 2 ms. + - Track motility analysis in 1 ms. +Computation done in 11 ms. + Added log. + Added spot, edge and track feature declarations. + Added 86 spots. + Added tracks. + Added filtered tracks. + Added image information. + Added crop settings. + Added detector settings. + Added initial spot filter. + Added spot feature filters. + Added tracker settings. + Added track feature filters. + Added spot, edge and track analyzers. + Added GUI current state. + Added display settings. + Writing to file. +Data saved to: /Users/tinevez/Development/TrackMateWS/TrackMate/samples/Celegans-5pc-17timepoints.xml +Saving data... +Computing edge features: + - Directional change in 15 ms. + - Edge speed in 3 ms. + - Edge target in 1 ms. + - Edge location in 3 ms. +Computation done in 24 ms. +Computing track features: + - Branching analyzer in 3 ms. + - Track duration in 1 ms. + - Track index in 0 ms. + - Track location in 1 ms. + - Track speed in 0 ms. + - Track quality in 2 ms. + - Track motility analysis in 1 ms. +Computation done in 10 ms. + Added log. + Added spot, edge and track feature declarations. + Added 87 spots. + Added tracks. + Added filtered tracks. + Added image information. + Added crop settings. + Added detector settings. + Added initial spot filter. + Added spot feature filters. + Added tracker settings. + Added track feature filters. + Added spot, edge and track analyzers. + Added GUI current state. + Added display settings. + Writing to file. +Data saved to: /Users/tinevez/Development/TrackMateWS/TrackMate/samples/Celegans-5pc-17timepoints.xml +Saving data... +Computing edge features: + - Directional change in 15 ms. + - Edge speed in 3 ms. + - Edge target in 9 ms. + - Edge location in 4 ms. +Computation done in 35 ms. +Computing track features: + - Branching analyzer in 4 ms. + - Track duration in 1 ms. + - Track index in 0 ms. + - Track location in 1 ms. + - 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