diff --git a/src/Perspex.SceneGraph/Media/EllipseGeometry.cs b/src/Perspex.SceneGraph/Media/EllipseGeometry.cs
index 3d6ae38909..71162d25e1 100644
--- a/src/Perspex.SceneGraph/Media/EllipseGeometry.cs
+++ b/src/Perspex.SceneGraph/Media/EllipseGeometry.cs
@@ -49,9 +49,6 @@ namespace Perspex.Media
             PlatformImpl = impl;
         }
 
-        /// <inheritdoc/>
-        public override Rect Bounds => PlatformImpl.Bounds;
-
         /// <inheritdoc/>
         public override Geometry Clone()
         {
diff --git a/src/Perspex.SceneGraph/Media/Geometry.cs b/src/Perspex.SceneGraph/Media/Geometry.cs
index dcfcd9aefe..806d5321a5 100644
--- a/src/Perspex.SceneGraph/Media/Geometry.cs
+++ b/src/Perspex.SceneGraph/Media/Geometry.cs
@@ -31,10 +31,7 @@ namespace Perspex.Media
         /// <summary>
         /// Gets the geometry's bounding rectangle.
         /// </summary>
-        public abstract Rect Bounds
-        {
-            get;
-        }
+        public Rect Bounds => PlatformImpl.Bounds;
 
         /// <summary>
         /// Gets the platform-specific implementation of the geometry.
diff --git a/src/Perspex.SceneGraph/Media/LineGeometry.cs b/src/Perspex.SceneGraph/Media/LineGeometry.cs
index d9f24422b1..78ad118604 100644
--- a/src/Perspex.SceneGraph/Media/LineGeometry.cs
+++ b/src/Perspex.SceneGraph/Media/LineGeometry.cs
@@ -35,37 +35,6 @@ namespace Perspex.Media
             PlatformImpl = impl;
         }
 
-        /// <inheritdoc/>
-        public override Rect Bounds
-        {
-            get
-            {
-                double xMin, yMin, xMax, yMax;
-                if (_startPoint.X <= _endPoint.X)
-                {
-                    xMin = _startPoint.X;
-                    xMax = _endPoint.X;
-                }
-                else
-                {
-                    xMin = _endPoint.X;
-                    xMax = _startPoint.X;
-                }
-                if (_startPoint.Y <= _endPoint.Y)
-                {
-                    yMin = _startPoint.Y;
-                    yMax = _endPoint.Y;
-                }
-                else
-                {
-                    yMin = _endPoint.Y;
-                    yMax = _startPoint.Y;
-                }
-
-                return new Rect(xMin, yMin, xMax - xMin, yMax - yMin);
-            }
-        }
-
         /// <inheritdoc/>
         public override Geometry Clone()
         {
diff --git a/src/Perspex.SceneGraph/Media/PolylineGeometry.cs b/src/Perspex.SceneGraph/Media/PolylineGeometry.cs
index 39970d5e22..ec1ea1d412 100644
--- a/src/Perspex.SceneGraph/Media/PolylineGeometry.cs
+++ b/src/Perspex.SceneGraph/Media/PolylineGeometry.cs
@@ -41,38 +41,6 @@ namespace Perspex.Media
             PlatformImpl = impl;
         }
 
-        /// <inheritdoc/>
-        public override Rect Bounds
-        {
-            get
-            {
-                double xMin = double.MaxValue, yMin = double.MaxValue;
-                double xMax = double.MinValue, yMax = double.MinValue;
-                foreach (var point in _points)
-                {
-                    if (point.X < xMin)
-                    {
-                        xMin = point.X;
-                    }
-                    else if (point.X > xMax)
-                    {
-                        xMax = point.X;
-                    }
-
-                    if (point.Y < yMin)
-                    {
-                        yMin = point.Y;
-                    }
-                    else if (point.Y > yMax)
-                    {
-                        yMax = point.Y;
-                    }
-                }
-
-                return new Rect(xMin, yMin, xMax - xMin, yMax - yMin);
-            }
-        }
-
         /// <inheritdoc/>
         public override Geometry Clone()
         {
diff --git a/src/Perspex.SceneGraph/Media/RectangleGeometry.cs b/src/Perspex.SceneGraph/Media/RectangleGeometry.cs
index 190d467127..d225c47e97 100644
--- a/src/Perspex.SceneGraph/Media/RectangleGeometry.cs
+++ b/src/Perspex.SceneGraph/Media/RectangleGeometry.cs
@@ -31,9 +31,6 @@ namespace Perspex.Media
             PlatformImpl = impl;
         }
 
-        /// <inheritdoc/>
-        public override Rect Bounds => PlatformImpl.Bounds;
-
         /// <inheritdoc/>
         public override Geometry Clone()
         {
diff --git a/src/Perspex.SceneGraph/Media/StreamGeometry.cs b/src/Perspex.SceneGraph/Media/StreamGeometry.cs
index 4d0b353f5d..8cac433476 100644
--- a/src/Perspex.SceneGraph/Media/StreamGeometry.cs
+++ b/src/Perspex.SceneGraph/Media/StreamGeometry.cs
@@ -28,9 +28,6 @@ namespace Perspex.Media
             PlatformImpl = impl;
         }
 
-        /// <inheritdoc/>
-        public override Rect Bounds => PlatformImpl.Bounds;
-
         /// <summary>
         /// Creates a <see cref="StreamGeometry"/> from a string.
         /// </summary>
diff --git a/src/Windows/Perspex.Direct2D1/Media/StreamGeometryImpl.cs b/src/Windows/Perspex.Direct2D1/Media/StreamGeometryImpl.cs
index 0b91d561b0..f9f790db56 100644
--- a/src/Windows/Perspex.Direct2D1/Media/StreamGeometryImpl.cs
+++ b/src/Windows/Perspex.Direct2D1/Media/StreamGeometryImpl.cs
@@ -34,7 +34,7 @@ namespace Perspex.Direct2D1.Media
         }
 
         /// <inheritdoc/>
-        public override Rect Bounds => _path.GetBounds().ToPerspex();
+        public override Rect Bounds => _path.GetWidenedBounds(0).ToPerspex();
 
         /// <inheritdoc/>
         public override D2DGeometry DefiningGeometry => _path;