diff --git a/gui/OpenFaceDemo/MainWindow.xaml b/gui/OpenFaceDemo/MainWindow.xaml
index db3743e..3983d7a 100644
--- a/gui/OpenFaceDemo/MainWindow.xaml
+++ b/gui/OpenFaceDemo/MainWindow.xaml
@@ -30,6 +30,9 @@
         <Border Name="VideoBorder" Grid.Row="1" Grid.Column="0" Grid.ColumnSpan="2" Grid.RowSpan="3" BorderBrush="Black" BorderThickness="1" Background="LightGray" Margin="5,5,0,0">
             <of:OverlayImage x:Name="video" />
         </Border>
-                
+        
+        <local:AxesBorder NumVertGrid="7" MinVal="-1" MaxVal="1" MinHeight="180" Grid.Row="4" Grid.Column="0" Padding="60 20 30 40" RangeLabel="Head pose" Orientation="Horizontal">
+            <local:TimeSeriesPlot ShowLegend="True" x:Name="headPosePlot" Orientation="Horizontal"/>
+        </local:AxesBorder>                
     </Grid>
 </Window>
diff --git a/gui/OpenFaceDemo/MainWindow.xaml.cs b/gui/OpenFaceDemo/MainWindow.xaml.cs
index f3695fd..9c4eeda 100644
--- a/gui/OpenFaceDemo/MainWindow.xaml.cs
+++ b/gui/OpenFaceDemo/MainWindow.xaml.cs
@@ -22,7 +22,6 @@ using CppInterop.LandmarkDetector;
 using CameraInterop;
 using FaceAnalyser_Interop;
 using System.Windows.Threading;
-using OpenFaceDemo.UI_items;
 
 namespace OpenFaceDemo
 {
@@ -31,7 +30,7 @@ namespace OpenFaceDemo
     /// </summary>
     public partial class MainWindow : Window
     {
-
+        
         // -----------------------------------------------------------------
         // Members
         // -----------------------------------------------------------------
diff --git a/gui/OpenFaceDemo/OpenFaceDemo.csproj b/gui/OpenFaceDemo/OpenFaceDemo.csproj
index a451973..a85ef50 100644
--- a/gui/OpenFaceDemo/OpenFaceDemo.csproj
+++ b/gui/OpenFaceDemo/OpenFaceDemo.csproj
@@ -54,6 +54,9 @@
     <CodeAnalysisRuleSet>MinimumRecommendedRules.ruleset</CodeAnalysisRuleSet>
     <Prefer32Bit>true</Prefer32Bit>
   </PropertyGroup>
+  <PropertyGroup>
+    <ApplicationIcon>logo1.ico</ApplicationIcon>
+  </PropertyGroup>
   <ItemGroup>
     <Reference Include="System" />
     <Reference Include="System.Data" />
@@ -75,9 +78,13 @@
       <Generator>MSBuild:Compile</Generator>
       <SubType>Designer</SubType>
     </ApplicationDefinition>
+    <Compile Include="UI_items\AxesBorder.cs" />
     <Compile Include="UI_items\CameraSelection.xaml.cs">
       <DependentUpon>CameraSelection.xaml</DependentUpon>
     </Compile>
+    <Compile Include="UI_items\TimeSeriesPlot.xaml.cs">
+      <DependentUpon>TimeSeriesPlot.xaml</DependentUpon>
+    </Compile>
     <Page Include="MainWindow.xaml">
       <Generator>MSBuild:Compile</Generator>
       <SubType>Designer</SubType>
@@ -94,6 +101,10 @@
       <SubType>Designer</SubType>
       <Generator>MSBuild:Compile</Generator>
     </Page>
+    <Page Include="UI_items\TimeSeriesPlot.xaml">
+      <SubType>Designer</SubType>
+      <Generator>MSBuild:Compile</Generator>
+    </Page>
   </ItemGroup>
   <ItemGroup>
     <Compile Include="Properties\AssemblyInfo.cs">
@@ -132,6 +143,9 @@
       <Name>CppInerop</Name>
     </ProjectReference>
   </ItemGroup>
+  <ItemGroup>
+    <Resource Include="logo1.ico" />
+  </ItemGroup>
   <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" />
   <PropertyGroup>
     <PreBuildEvent>
diff --git a/gui/OpenFaceDemo/UI_items/AxesBorder.cs b/gui/OpenFaceDemo/UI_items/AxesBorder.cs
new file mode 100644
index 0000000..21d098f
--- /dev/null
+++ b/gui/OpenFaceDemo/UI_items/AxesBorder.cs
@@ -0,0 +1,180 @@
+using System;
+using System.Collections.Generic;
+using System.Globalization;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using System.Windows;
+using System.Windows.Controls;
+using System.Windows.Media;
+
+namespace OpenFaceDemo
+{
+    class AxesBorder : Border
+    {
+
+        public double MinVal { get; set; }
+        public double MaxVal { get; set; }
+        public int NumVertGrid { get; set; }
+
+        public bool ShowXLabel { get; set; }
+        public bool ShowYLabel { get; set; }
+
+        public string RangeLabel { get; set; }
+
+        public bool XTicks { get; set; }
+
+        public Orientation Orientation { get; set; }
+
+        public AxesBorder()
+        {
+            MinVal = -1;
+            MaxVal = 1;
+            NumVertGrid = 5;
+            ShowXLabel = true;
+            ShowYLabel = true;
+            XTicks = true;
+        }
+
+        protected override void OnRender(DrawingContext dc)
+        {
+            base.OnRender(dc);
+
+            if (Orientation == System.Windows.Controls.Orientation.Horizontal)
+                RenderHorizontal(dc);
+            else
+                RenderVertical(dc);
+        }
+
+        private void RenderHorizontal(DrawingContext dc)
+        {
+            Pen p = new Pen(Brushes.Black, 1);
+            Pen q = new Pen(Brushes.LightGray, 1);
+
+            double padLeft = Padding.Left;
+            double padBottom = Padding.Bottom - 2 + 10;
+            double padTop = Padding.Top;
+            double padRight = Padding.Right;
+
+            // Draw horizontal gridlines
+
+            double step_size = (MaxVal - MinVal)/(NumVertGrid - 1.0);
+
+            for (int i = 0; i < NumVertGrid; i++)
+            {
+                double y = (int)(padTop + ((NumVertGrid - 1.0) - i) * ((ActualHeight - padBottom - padTop) / (NumVertGrid - 1.0))) - 0.5;
+
+                double y_val = MinVal + i * step_size;
+
+                if (y_val != 0)
+                    dc.DrawLine(q, new Point(padLeft, y), new Point(ActualWidth - padRight, y));
+                else
+                    dc.DrawLine(p, new Point(padLeft, y), new Point(ActualWidth - padRight, y));
+
+                dc.DrawLine(p, new Point(padLeft - 10, y), new Point(padLeft, y));
+
+                //var t = FT((i / 2.0 - 1).ToString("0.0"), 10);
+                var t = FT((MinVal + i * step_size).ToString("0.0"), 10);
+                dc.DrawText(t, new Point(padLeft - t.Width - 12, y - t.Height / 2));
+            }
+
+            // Draw vertical gridlines
+
+            for (int i = 0; i < 11; i++)
+            {
+                double x = (int)(padLeft + (10 - i) * ((ActualWidth - padLeft - padRight) / 10.0)) - 0.5;
+                if (i < 10)
+                    dc.DrawLine(q, new Point(x, ActualHeight - padBottom), new Point(x, padTop));
+                dc.DrawLine(p, new Point(x, ActualHeight - padBottom + 10), new Point(x, ActualHeight - padBottom));
+
+                if(XTicks)
+                { 
+                    var t = FT(i.ToString(), 10);
+                    dc.DrawText(t, new Point(x - t.Width / 2, ActualHeight - padBottom + t.Height));
+                }
+            }
+
+            // Draw y axis
+
+            dc.DrawLine(p, new Point(((int)padLeft) - 0.5, padTop), new Point(((int)padLeft) - 0.5, ActualHeight - padBottom));
+
+            // Draw x axis
+            //dc.DrawLine(p, new Point(padLeft, ((int)((ActualHeight - padBottom - padTop) / 2 + padTop)) - 0.5), new Point(ActualWidth - padRight, ((int)((ActualHeight - padBottom - padTop) / 2 + padTop)) - 0.5));
+
+            // Draw x axis label
+            if(ShowXLabel)
+            { 
+                FormattedText ft = FT("History (seconds)", 20);
+                dc.DrawText(ft, new Point(padLeft + (ActualWidth - padLeft - padRight) / 2 - ft.Width / 2, ActualHeight - ft.Height));
+            }
+
+            // Draw y axis label
+            if(ShowYLabel)
+            {
+                FormattedText ft = FT(RangeLabel, 20);
+                dc.PushTransform(new RotateTransform(-90));
+                dc.DrawText(ft, new Point(-ft.Width - ActualHeight / 2 + ft.Width / 2, 0));
+            }
+        }
+
+        private void RenderVertical(DrawingContext dc)
+        {
+            Pen p = new Pen(Brushes.Black, 1);
+            Pen q = new Pen(Brushes.LightGray, 1);
+
+            double padLeft = Padding.Left;
+            double padBottom = Padding.Bottom - 2 + 10;
+            double padTop = Padding.Top;
+            double padRight = Padding.Right;
+
+            // Draw horizontal gridlines
+
+            for (int i = 0; i < 11; i++)
+            {
+                double y = (int)(padTop + (10 - i) * ((ActualHeight - padBottom - padTop) / 10.0)) - 0.5;
+                if (i > 0)
+                    dc.DrawLine(q, new Point(padLeft, y), new Point(ActualWidth - padRight, y));
+                dc.DrawLine(p, new Point(padLeft - 10, y), new Point(padLeft, y));
+                var t = FT(i.ToString(), 10);
+                dc.DrawText(t, new Point(padLeft - t.Width - 12, y - t.Height / 2));
+            }
+
+            // Draw vertical gridlines
+
+            for (int i = 0; i < 5; i++)
+            {
+                double x = (int)(padLeft + (4 - i) * ((ActualWidth - padLeft - padRight) / 4.0)) - 0.5;
+                if (i < 10)
+                    dc.DrawLine(q, new Point(x, ActualHeight - padBottom), new Point(x, padTop));
+                dc.DrawLine(p, new Point(x, ActualHeight - padBottom + 10), new Point(x, ActualHeight - padBottom));
+
+                var t = FT(((4-i) / 2.0 - 1).ToString("0.0"), 10);
+                dc.DrawText(t, new Point(x - t.Width / 2, ActualHeight - padBottom + t.Height));
+            }
+
+            // Draw y axis
+
+            dc.DrawLine(p, new Point(((int)((ActualWidth - padRight - padLeft) / 2 + padLeft)) - 0.5, padTop), new Point(((int)((ActualWidth - padRight - padLeft) / 2 + padLeft)) - 0.5, ActualHeight - padBottom));
+
+            // Draw x axis
+            dc.DrawLine(p, new Point(padLeft, ((int)((ActualHeight - padBottom))) - 0.5), new Point(ActualWidth - padRight, ((int)((ActualHeight - padBottom))) - 0.5));
+
+            // Draw x axis label
+
+            FormattedText ft = FT(RangeLabel, 20);
+            dc.DrawText(ft, new Point(padLeft + (ActualWidth - padLeft - padRight) / 2 - ft.Width / 2, ActualHeight - ft.Height));
+
+            // Draw y axis label
+
+            ft = FT("History (seconds)", 20);
+            dc.PushTransform(new RotateTransform(-90));
+            dc.DrawText(ft, new Point(-ft.Width - ActualHeight / 2 + ft.Width / 2, 0));
+        }
+
+        private FormattedText FT(string text, int size)
+        {
+            return new FormattedText(text, CultureInfo.CurrentCulture, System.Windows.FlowDirection.LeftToRight, new Typeface("Verdana"), size, Brushes.Black);
+        }
+
+    }
+}
diff --git a/gui/OpenFaceDemo/UI_items/CameraSelection.xaml b/gui/OpenFaceDemo/UI_items/CameraSelection.xaml
index e1a26a9..b578345 100644
--- a/gui/OpenFaceDemo/UI_items/CameraSelection.xaml
+++ b/gui/OpenFaceDemo/UI_items/CameraSelection.xaml
@@ -1,9 +1,9 @@
-<Window x:Class="OpenFaceDemo.UI_items.CameraSelection"
+<Window x:Class="OpenFaceDemo.CameraSelection"
         xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
         xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
         xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
         xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
-        xmlns:local="clr-namespace:OpenFaceDemo.UI_items"
+        xmlns:local="clr-namespace:OpenFaceDemo"
         mc:Ignorable="d"
         Title="CameraSelection" Height="460" Width="600" ResizeMode="NoResize" WindowStartupLocation="CenterScreen" Closing="Window_Closing">
     <Grid>
diff --git a/gui/OpenFaceDemo/UI_items/CameraSelection.xaml.cs b/gui/OpenFaceDemo/UI_items/CameraSelection.xaml.cs
index 3660fa2..7f37721 100644
--- a/gui/OpenFaceDemo/UI_items/CameraSelection.xaml.cs
+++ b/gui/OpenFaceDemo/UI_items/CameraSelection.xaml.cs
@@ -16,7 +16,7 @@ using CppInterop;
 using System.Windows.Threading;
 using System.Threading;
 
-namespace OpenFaceDemo.UI_items
+namespace OpenFaceDemo
 {
     /// <summary>
     /// Interaction logic for CameraSelection.xaml
diff --git a/gui/OpenFaceDemo/UI_items/TimeSeriesPlot.xaml b/gui/OpenFaceDemo/UI_items/TimeSeriesPlot.xaml
new file mode 100644
index 0000000..1e4cadf
--- /dev/null
+++ b/gui/OpenFaceDemo/UI_items/TimeSeriesPlot.xaml
@@ -0,0 +1,8 @@
+<UserControl x:Class="OpenFaceDemo.TimeSeriesPlot"
+        xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
+        xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+        xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+        xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+        mc:Ignorable="d" 
+            d:DesignHeight="200" d:DesignWidth="900">
+</UserControl>
diff --git a/gui/OpenFaceDemo/UI_items/TimeSeriesPlot.xaml.cs b/gui/OpenFaceDemo/UI_items/TimeSeriesPlot.xaml.cs
new file mode 100644
index 0000000..76e8f84
--- /dev/null
+++ b/gui/OpenFaceDemo/UI_items/TimeSeriesPlot.xaml.cs
@@ -0,0 +1,231 @@
+using System;
+using System.Collections.Generic;
+using System.Diagnostics;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using System.Windows;
+using System.Windows.Controls;
+using System.Windows.Data;
+using System.Windows.Documents;
+using System.Windows.Input;
+using System.Windows.Media;
+using System.Windows.Media.Imaging;
+using System.Windows.Shapes;
+using System.Windows.Threading;
+
+namespace OpenFaceDemo
+{
+    public class DataPoint
+    {
+        public DataPoint()
+        {
+            Time = TimeSeriesPlot.CurrentTime;
+
+        }
+        public DateTime Time { get; set; }
+
+        public Dictionary<int, double> values = new Dictionary<int, double>();
+
+        public double Confidence { get; set; }
+    }
+    /// <summary>
+    /// Interaction logic for TimeSeriesPlot.xaml
+    /// </summary>
+    public partial class TimeSeriesPlot : UserControl
+    {
+
+        #region High-Resolution Timing
+        static DateTime startTime;
+        static Stopwatch sw = new Stopwatch();
+        static TimeSeriesPlot()
+        {
+            startTime = DateTime.Now;
+            sw.Start();
+        }
+        public static DateTime CurrentTime
+        {
+            get { return startTime + sw.Elapsed; }
+        }
+        #endregion
+
+
+        public Orientation Orientation { get; set; }
+
+        public bool ShowLegend { get; set; }
+
+        Queue<DataPoint> dataPoints = new Queue<DataPoint>();
+        TimeSpan historyLength = TimeSpan.FromSeconds(10);
+        Dictionary<int, Brush> brushes = new Dictionary<int, Brush>();
+        Dictionary<int, int> brush_thicknesses = new Dictionary<int, int>();
+        Dictionary<int, String> line_names = new Dictionary<int, String>();
+        Dictionary<int, Color> brush_colors = new Dictionary<int, Color>();
+
+        public TimeSeriesPlot()
+        {
+            InitializeComponent();
+            ShowLegend = false;
+            ClipToBounds = true;
+            DispatcherTimer dt = new DispatcherTimer(TimeSpan.FromMilliseconds(20), DispatcherPriority.Background, Timer_Tick, Dispatcher);
+        }
+
+        private void PruneData()
+        {
+            lock (dataPoints)
+            {
+                while (dataPoints.Count > 0 && dataPoints.Peek().Time < CurrentTime - historyLength - TimeSpan.FromSeconds(2))
+                    dataPoints.Dequeue();
+            }
+        }
+
+        public void AddDataPoint(DataPoint dp)
+        {
+            lock (dataPoints)
+                dataPoints.Enqueue(dp);
+        }
+
+        private void Timer_Tick(object sender, EventArgs e)
+        {
+            PruneData();
+
+            if (this.IsVisible)
+                InvalidateVisual();
+        }
+
+        private FormattedText FT(string text, int size)
+        {
+            return new FormattedText(text, System.Globalization.CultureInfo.CurrentCulture, System.Windows.FlowDirection.LeftToRight, new Typeface("Verdana"), size, Brushes.Black);
+        }
+
+        public void AssocColor(int seriesId, Color b)
+        {
+            Color bTransparent = b;
+            bTransparent.A = 0;
+
+            GradientStopCollection gs = new GradientStopCollection();
+            gs.Add(new GradientStop(bTransparent, 0));
+            gs.Add(new GradientStop(b, 0.2));
+            LinearGradientBrush g = new LinearGradientBrush(gs, new Point(0, 0), Orientation == System.Windows.Controls.Orientation.Horizontal ? new Point(ActualWidth, 0) : new Point(0, ActualHeight));
+            g.MappingMode = BrushMappingMode.Absolute;
+            g.Freeze();
+            brushes[seriesId] = g;
+
+            brush_colors[seriesId] = b;
+        }
+
+        public void AssocThickness(int seriesId, int thickness)
+        {
+            brush_thicknesses[seriesId] = thickness;
+        }
+
+        public void AssocName(int seriesId, String name)
+        {
+            line_names[seriesId] = name;
+        }
+
+        protected override void OnRender(DrawingContext dc)
+        {
+            base.OnRender(dc);
+
+
+
+            DataPoint[] localPoints;
+            lock (dataPoints)
+                localPoints = dataPoints.ToArray();
+
+            var pfs = new Dictionary<int, PathFigure>();
+
+            for (int i = 0; i < localPoints.Length; i++)
+            {
+                var ptTime = localPoints[i].Time;
+                var ptAge = (DateTime.Now - ptTime).TotalSeconds;
+                foreach (var kvp in localPoints[i].values)
+                {
+                    var seriesId = kvp.Key;
+
+                    double v = Math.Min(Math.Max(kvp.Value, 0), 1);
+
+
+                    double x = 0;
+                    double y = 0;
+
+                    if (Orientation == System.Windows.Controls.Orientation.Horizontal)
+                    {
+                        x = ActualWidth - (CurrentTime - localPoints[i].Time).TotalMilliseconds * (ActualWidth / historyLength.TotalMilliseconds);
+                        y = ActualHeight - ActualHeight * v;
+                    }
+                    else
+                    {
+                        y = ActualHeight - (CurrentTime - localPoints[i].Time).TotalMilliseconds * (ActualHeight / historyLength.TotalMilliseconds);
+                        x = ActualWidth * v;
+                    }
+
+                    if (!pfs.ContainsKey(seriesId))
+                    {
+                        pfs[seriesId] = new PathFigure();
+                        pfs[seriesId].IsClosed = false;
+                        pfs[seriesId].StartPoint = new Point(x, y);
+                    }
+                    else
+                    {
+                        pfs[seriesId].Segments.Add(new LineSegment(new Point(x, y), true));
+                    }
+                }
+            }
+
+
+            foreach (var kvp in pfs)
+            {
+                var seriesId = kvp.Key;
+                var pf = kvp.Value;
+
+                Brush b = brushes.ContainsKey(seriesId) ? brushes[seriesId] : Brushes.Black;
+
+                int thickness = brush_thicknesses.ContainsKey(seriesId) ? brush_thicknesses[seriesId] : 2;
+
+                PathGeometry pg = new PathGeometry(new PathFigure[] { pf });
+
+
+                Pen p = new Pen(b, thickness);
+
+                if (line_names.ContainsKey(seriesId) && line_names[seriesId].CompareTo("State rapport") == 0)
+                {
+                    double[] dashValues = { 5.0, 5.0, 5.0 };
+                    p.DashStyle = new System.Windows.Media.DashStyle(dashValues, 0);
+                }
+                dc.DrawGeometry(null, p, pg);
+            }
+
+            if (ShowLegend && line_names.Count > 0)
+            {
+                int height_one = 18;
+                int height = height_one * line_names.Count;
+
+                Pen p = new Pen(Brushes.Black, 1);
+                Brush legend_b = new SolidColorBrush(Color.FromRgb(255, 255, 255));
+
+                dc.DrawRectangle(legend_b, p, new Rect(0, 1, 100, height));
+
+                int i = 0;
+                foreach (var key_name_pair in line_names)
+                {
+                    var line_name = key_name_pair.Value;
+                    FormattedText ft = FT(line_name, 11);
+
+                    // Draw the text
+                    dc.DrawText(ft, new Point(15, 1 + height_one * i));
+                    // Draw example lines
+
+                    Brush legend_c = new SolidColorBrush(brush_colors[key_name_pair.Key]);
+                    Pen p_line = new Pen(legend_c, brush_thicknesses[key_name_pair.Key]);
+                    dc.DrawLine(p_line, new Point(0, 1 + height_one * i + height_one / 2), new Point(14, 1 + height_one * i + height_one / 2));
+                    i++;
+                }
+            }
+
+        }
+
+
+    }
+
+}