diff --git a/CONTRIBUTORS.txt b/CONTRIBUTORS.txt
index c94755d8..9e028354 100644
--- a/CONTRIBUTORS.txt
+++ b/CONTRIBUTORS.txt
@@ -218,3 +218,6 @@
 
 - Damian Eads
   Structuring elements in morphology module.
+
+- Egor Panfilov
+  Inpainting with biharmonic equation
diff --git a/doc/release/release_dev.txt b/doc/release/release_dev.txt
index 3bc895d1..237b6b57 100644
--- a/doc/release/release_dev.txt
+++ b/doc/release/release_dev.txt
@@ -17,7 +17,7 @@ New Features
 
 - ``skimage.util.apply_parallel`` (#1493)
 - Plugin for ``imageio`` library (#1575)
-
+- Inpainting algorithm (#1804)
 
 Improvements
 ------------