diff --git a/lib/matplotlib/image.py b/lib/matplotlib/image.py
index 188d991981a6..72b19b5d11e4 100644
--- a/lib/matplotlib/image.py
+++ b/lib/matplotlib/image.py
@@ -733,8 +733,8 @@ class NonUniformImage(AxesImage):
def __init__(self, ax, **kwargs):
"""
kwargs are identical to those for AxesImage, except
- that 'interpolation' defaults to 'nearest', and 'bilinear'
- is the only alternative.
+ that 'nearest' and 'bilinear' are the only supported 'interpolation'
+ options.
"""
interp = kwargs.pop('interpolation', 'nearest')
AxesImage.__init__(self, ax,
diff --git a/lib/matplotlib/rcsetup.py b/lib/matplotlib/rcsetup.py
index afe9aecc9e6a..bc595d32634c 100644
--- a/lib/matplotlib/rcsetup.py
+++ b/lib/matplotlib/rcsetup.py
@@ -894,7 +894,7 @@ def validate_cycler(s):
'mathtext.fallback_to_cm': [True, validate_bool],
'image.aspect': ['equal', validate_aspect], # equal, auto, a number
- 'image.interpolation': ['bilinear', six.text_type],
+ 'image.interpolation': ['nearest', six.text_type],
'image.cmap': ['jet', six.text_type], # one of gray, jet, etc
'image.lut': [256, validate_int], # lookup table
'image.origin': ['upper', six.text_type], # lookup table
diff --git a/matplotlibrc.template b/matplotlibrc.template
index 01efc3bc23ee..0eae9f44075a 100644
--- a/matplotlibrc.template
+++ b/matplotlibrc.template
@@ -353,7 +353,7 @@ backend : %(backend)s
### IMAGES
#image.aspect : equal # equal | auto | a number
-#image.interpolation : bilinear # see help(imshow) for options
+#image.interpolation : nearest # see help(imshow) for options
#image.cmap : jet # gray | jet etc...
#image.lut : 256 # the size of the colormap lookup table
#image.origin : upper # lower | upper
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