diff --git a/skimage/feature/template.py b/skimage/feature/template.py
index 0443b1c6..7e289711 100644
--- a/skimage/feature/template.py
+++ b/skimage/feature/template.py
@@ -100,7 +100,7 @@ def match_template(image, template, pad_input=False, mode='constant',
            [ 0.   ,  0.   ,  0.   ,  0.125,  0.125,  0.125]], dtype=float32)
     """
 
-    if image.ndim not in (2, 3):
+    if image.ndim not in (2, 3) or template.ndim not in (2, 3):
         raise ValueError("Only 2- and 3-D images supported.")
     if image.ndim != template.ndim:
         raise ValueError("Dimensionality of template must match image.")