diff --git a/news/565.update.rst b/news/565.update.rst
new file mode 100644
index 00000000..5e37b101
--- /dev/null
+++ b/news/565.update.rst
@@ -0,0 +1,2 @@
+Update ``scikit-image`` hooks for compatibility with the 0.19.x series;
+account for lazy module loading in ``skimage.filters``.
diff --git a/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-skimage.filters.py b/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-skimage.filters.py
index 36661bbb..c3b269dd 100644
--- a/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-skimage.filters.py
+++ b/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-skimage.filters.py
@@ -10,9 +10,11 @@
 # SPDX-License-Identifier: GPL-2.0-or-later
 # ------------------------------------------------------------------
 
-from PyInstaller.utils.hooks import is_module_satisfies
+from PyInstaller.utils.hooks import is_module_satisfies, collect_submodules
 
-# The following missing module prevents import of skimage.feature
-# with skimage 0.18.x.
-if is_module_satisfies("scikit_image >= 0.18.0"):
+if is_module_satisfies("scikit_image >= 0.19.0"):
+    # In scikit-image 0.19.0, `skimage.filters` switched to lazy module loading, so we need to collect all submodules.
+    hiddenimports = collect_submodules('skimage.filters', filter=lambda name: name != 'skimage.filters.tests')
+elif is_module_satisfies("scikit_image >= 0.18.0"):
+    # The following missing module prevents import of skimage.feature with skimage 0.18.x.
     hiddenimports = ['skimage.filters.rank.core_cy_3d', ]