diff --git a/openbr/plugins/imgproc/cropfromlandmarks.cpp b/openbr/plugins/imgproc/cropfromlandmarks.cpp
new file mode 100644
index 0000000..c23e2aa
--- /dev/null
+++ b/openbr/plugins/imgproc/cropfromlandmarks.cpp
@@ -0,0 +1,54 @@
+#include <openbr/plugins/openbr_internal.h>
+
+using namespace cv;
+
+namespace br
+{
+
+/*!
+ * \ingroup transforms
+ * \brief Crops around the landmarks numbers provided.
+ * \author Brendan Klare \cite bklare
+ * \param padding Percentage of height and width to pad the image.
+ */
+class CropFromLandmarksTransform : public UntrainableTransform
+{
+    Q_OBJECT
+
+    Q_PROPERTY(QList<int> indices READ get_indices WRITE set_indices RESET reset_indices STORED false)
+    Q_PROPERTY(float paddingHorizontal READ get_paddingHorizontal WRITE set_paddingHorizontal RESET reset_paddingHorizontal STORED false)
+    Q_PROPERTY(float paddingVertical READ get_paddingVertical WRITE set_paddingVertical RESET reset_paddingVertical STORED false)
+    BR_PROPERTY(QList<int>, indices, QList<int>())
+    BR_PROPERTY(float, paddingHorizontal, .1)
+    BR_PROPERTY(float, paddingVertical, .1)
+
+    void project(const Template &src, Template &dst) const
+    {
+        int minX = src.m().cols - 1,
+            maxX = 1,
+            minY = src.m().rows - 1,
+            maxY = 1;
+
+        for (int i = 0; i <indices.size(); i++) {
+            if (minX > src.file.points()[indices[i]].x())
+                minX = src.file.points()[indices[i]].x();
+            if (minY > src.file.points()[indices[i]].y())
+                minY = src.file.points()[indices[i]].y();
+            if (maxX < src.file.points()[indices[i]].x())
+                maxX = src.file.points()[indices[i]].x();
+            if (maxY < src.file.points()[indices[i]].y())
+                maxY = src.file.points()[indices[i]].y();
+        }
+
+        int padW = qRound((maxX - minX) * (paddingHorizontal / 2));
+        int padH = qRound((maxY - minY) * (paddingVertical / 2));
+
+        dst = Mat(src, Rect(minX - padW, minY - padH, (maxX - minX + 1) + padW * 2, (maxY - minY + 1) + padH * 2));
+    }
+};
+
+BR_REGISTER(Transform, CropFromLandmarksTransform)
+
+} // namespace br
+
+#include "imgproc/cropfromlandmarks.moc"