diff --git a/doc/examples/plot_windowed_histogram.py b/doc/examples/plot_windowed_histogram.py
index 7fb6fcc1..b6019465 100644
--- a/doc/examples/plot_windowed_histogram.py
+++ b/doc/examples/plot_windowed_histogram.py
@@ -124,12 +124,12 @@ axes[0, 1].axis('off')
 
 axes[1, 0].imshow(img, cmap='gray')
 axes[1, 0].imshow(similarity, cmap='jet', alpha=0.5)
-axes[1, 0].set_title('Original image with overlayed similarity')
+axes[1, 0].set_title('Original image with overlaid similarity')
 axes[1, 0].axis('off')
 
 axes[1, 1].imshow(rotated_img, cmap='gray')
 axes[1, 1].imshow(rotated_similarity, cmap='jet', alpha=0.5)
-axes[1, 1].set_title('Rotated image with overlayed similarity')
+axes[1, 1].set_title('Rotated image with overlaid similarity')
 axes[1, 1].axis('off')
 
 plt.show()