diff --git a/Project.toml b/Project.toml
index 57b8c5a5..01979cf6 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,6 +1,6 @@
 name = "Images"
 uuid = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
-version = "0.21.1"
+version = "0.22.0"
 
 [deps]
 AxisArrays = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
@@ -15,6 +15,7 @@ ImageDistances = "51556ac3-7006-55f5-8cb3-34580c88182d"
 ImageFiltering = "6a3955dd-da59-5b1f-98d4-e7296123deb5"
 ImageMetadata = "bc367c6b-8a6b-528e-b4bd-a4b897500b49"
 ImageMorphology = "787d08f9-d448-5407-9aad-5290dd7ab264"
+ImageQualityIndexes = "2996bd0c-7a13-11e9-2da2-2f5ce47296a9"
 ImageShow = "4e3cecfd-b093-5904-9786-8bbb286a6a31"
 ImageTransformations = "02fcd773-0e25-5acc-982a-7f6622650795"
 IndirectArrays = "9b13fd28-a010-5f03-acff-a1bbcff69959"
@@ -35,11 +36,12 @@ FileIO = "1"
 Graphics = "0.4, 1.0"
 ImageAxes = "0.6"
 ImageContrastAdjustment = "0.3.3"
-ImageCore = "0.8.1"
+ImageCore = "0.8.3"
 ImageDistances = "0.2.5"
-ImageFiltering = "0.6"
+ImageFiltering = "0.6.3"
 ImageMetadata = "0.6, 0.7, 0.8, 0.9"
 ImageMorphology = "0.2.2"
+ImageQualityIndexes = "0.1.3"
 ImageShow = "0.1, 0.2"
 ImageTransformations = "0.4, 0.5, 0.6, 0.7, 0.8"
 IndirectArrays = "0.5"
diff --git a/src/Images.jl b/src/Images.jl
index 79b975fb..0a8b72c8 100644
--- a/src/Images.jl
+++ b/src/Images.jl
@@ -54,6 +54,11 @@ const is_little_endian = ENDIAN_BOM == 0x04030201
 @reexport using ImageMorphology
 @reexport using ImageDistances
 @reexport using ImageContrastAdjustment
+@reexport using ImageQualityIndexes
+
+# StatsBase also exports psnr
+const psnr = ImageQualityIndexes.psnr
+export psnr
 
 # Both ImageMetadata v0.9.0 and ImageAxes v0.6.0 deprecate the symbol data and
 # this causes a name conflict