diff --git a/situr/image/situ_image.py b/situr/image/situ_image.py
index 314c914..67e25f6 100644
--- a/situr/image/situ_image.py
+++ b/situr/image/situ_image.py
@@ -39,7 +39,10 @@ class PeakFinderDifferenceOfGaussian(PeakFinder):
         img = img_as_float(img_array)
         peaks = blob_dog(img, min_sigma=self.min_sigma,
                          max_sigma=self.max_sigma, threshold=self.threshold)
-        return peaks[:, 0:2]
+
+        # Swap x and y
+        peaks = peaks[:, [0, 1]] = peaks[:, [1, 0]]
+        return peaks
 
 
 class SituImage: