diff --git a/openbr/plugins/crop.cpp b/openbr/plugins/crop.cpp
index 5c3c548..30a75ea 100644
--- a/openbr/plugins/crop.cpp
+++ b/openbr/plugins/crop.cpp
@@ -69,6 +69,31 @@ BR_REGISTER(Transform, ROITransform)
 
 /*!
  * \ingroup transforms
+ * \brief Crops the rectangular regions of interest from given points and sizes.
+ * \author Austin Blanton \cite imaus10
+ */
+class ROIFromPtsTransform : public UntrainableTransform
+{
+    Q_OBJECT
+    Q_PROPERTY(int width READ get_width WRITE set_width RESET reset_width STORED false)
+    Q_PROPERTY(int height READ get_height WRITE set_height RESET reset_height STORED false)
+    BR_PROPERTY(int, width, 1)
+    BR_PROPERTY(int, height, 1)
+
+    void project(const Template &src, Template &dst) const
+    {
+        foreach (const QPointF &pt, src.file.points()) {
+            int x = pt.x() - (width/2);
+            int y = pt.y() - (height/2);
+            dst += src.m()(Rect(x, y, width, height));
+        }
+    }
+};
+
+BR_REGISTER(Transform, ROIFromPtsTransform)
+
+/*!
+ * \ingroup transforms
  * \brief Resize the template
  * \author Josh Klontz \cite jklontz
  * \note Method: Area should be used for shrinking an image, Cubic for slow but accurate enlargment, Bilin for fast enlargement.