diff --git a/docs/src/tutorials/brief.md b/docs/src/tutorials/brief.md
index c7e39f0..4453085 100644
--- a/docs/src/tutorials/brief.md
+++ b/docs/src/tutorials/brief.md
@@ -16,7 +16,7 @@ BRIEF is a very simple feature descriptor and does not provide scale or rotation
 
 ## Example
 
-Let us take a look at a simple example where the BRIEF descriptor is used to match two images where one has been translated by `(100, 200)` pixels. We will use the `lena_gray` image from the [TestImages](https://github.com/timholy/TestImages.jl) package for this example.
+Let us take a look at a simple example where the BRIEF descriptor is used to match two images where one has been translated by `(100, 200)` pixels. We will use the `lighthouse` image from the [TestImages](https://github.com/timholy/TestImages.jl) package for this example.
 
 
 Now, let us create the two images we will match using BRIEF.