diff --git a/skimage/graph/graph_cut.py b/skimage/graph/graph_cut.py
index 0f28b453..2733bf0e 100644
--- a/skimage/graph/graph_cut.py
+++ b/skimage/graph/graph_cut.py
@@ -23,6 +23,15 @@ def threshold_cut(label, rag, thresh):
     -------
     out : (width, height, 3) or (width, height, depth, 3) ndarray
         The new labelled array.
+
+    Examples
+    --------
+    >>> from skimage import data,graph,segmentation
+    >>> img = data.lena()
+    >>> labels = segmentation.slic(img)
+    >>> rag = graph.rag_meancolor(img, labels)
+    >>> new_labels = graph.threshold_cut(labels, rag, 10)
+
     """
     to_remove = [(x, y)
                  for x, y, d in rag.edges_iter(data=True) if d['weight'] >= thresh]
diff --git a/skimage/graph/rag.py b/skimage/graph/rag.py
index 2cf353de..af24af18 100644
--- a/skimage/graph/rag.py
+++ b/skimage/graph/rag.py
@@ -14,20 +14,20 @@ class RAG(nx.Graph):
     """
 
     def merge_nodes(self, i, j):
-    """Merges nodes `i` and `j`.
+        """Merges nodes `i` and `j`.
 
-    The new combined node is adjacent to all the neighbors of `i`
-    and `j`. In case of conflicting edges, edge with higher weight
-    is chosen.
+        The new combined node is adjacent to all the neighbors of `i`
+        and `j`. In case of conflicting edges, edge with higher weight
+        is chosen.
 
-    Parameters
-    ----------
-    i : int
-        Node to be merged.
-    j : int
-        Node to be merged.
+        Parameters
+        ----------
+        i : int
+            Node to be merged.
+        j : int
+            Node to be merged.
 
-    """
+        """
 
         if not self.has_edge(i, j):
             raise ValueError('Cant merge non adjacent nodes')
@@ -69,6 +69,14 @@ def rag_meancolor(img, labels):
     -------
     out : RAG
         The region adjacency graph.
+
+    Examples
+    --------
+    >>> from skimage import data,graph,segmentation
+    >>> img = data.lena()
+    >>> labels = segmentation.slic(img)
+    >>> rag = graph.rag_meancolor(img, labels)
+
     """
 
     img = util.img_as_ubyte(img)