diff --git a/fsl/fsleyes/gl/textures/imagetexture.py b/fsl/fsleyes/gl/textures/imagetexture.py
index 20036e3cec87a95196bedeffc429832ed3504051..3831a19169b676d29c112767c9a4e48c4a19ca06 100644
--- a/fsl/fsleyes/gl/textures/imagetexture.py
+++ b/fsl/fsleyes/gl/textures/imagetexture.py
@@ -288,8 +288,8 @@ class ImageTexture(texture.Texture):
         if self.__prefilter is not None:
             data = self.__prefilter(data)
         
-        self.__dataMin  = float(data.min())
-        self.__dataMax  = float(data.max())         
+        self.__dataMin  = float(np.nanmin(data))
+        self.__dataMax  = float(np.nanmax(data))
 
         if refresh:
             self.refresh()