diff --git a/cibuildwheel.toml b/cibuildwheel.toml
new file mode 100644
index 00000000..a84cd8d3
--- /dev/null
+++ b/cibuildwheel.toml
@@ -0,0 +1,7 @@
+[tool.cibuildwheel]
+build = "cp36-manylinux_x86_64 cp37-manylinux_x86_64 cp38-manylinux_x86_64 cp39-manylinux_x86_64"
+before-build = "git clean -ffdx"
+test-command = "{project}/tests/run_tests.sh"
+
+[tool.cibuildwheel.linux]
+before-all = "yum install -y libpng-devel"
diff --git a/scripts/configure_ITK.sh b/scripts/configure_ITK.sh
index 43194928..5efb3d25 100755
--- a/scripts/configure_ITK.sh
+++ b/scripts/configure_ITK.sh
@@ -52,7 +52,7 @@ cmake \
     -DCMAKE_C_FLAGS="${CMAKE_C_FLAGS} -Wno-c++11-long-long -fPIC -O2 -DNDEBUG  "\
     -DCMAKE_CXX_FLAGS="${CMAKE_CXX_FLAGS} -Wno-c++11-long-long -fPIC -O2 -DNDEBUG  "\
     -DITK_USE_GIT_PROTOCOL:BOOL=OFF \
-    -DBUILD_SHARED_LIBS:BOOL=OFF \
+    -DBUILD_SHARED_LIBS:BOOL=ON \
     -DBUILD_TESTING:BOOL=OFF \
     -DBUILD_EXAMPLES:BOOL=OFF \
     -DCMAKE_INSTALL_PREFIX:PATH=${R_PACKAGE_DIR}/libs/  \
@@ -75,9 +75,7 @@ cmake \
     -DITKGroup_Segmentation=ON \
     -DModule_AdaptiveDenoising:BOOL=ON \
     -DModule_GenericLabelInterpolator:BOOL=ON \
-    -DCMAKE_C_VISIBILITY_PRESET:BOOL=hidden \
-    -DCMAKE_CXX_VISIBILITY_PRESET:BOOL=hidden \
-    -DCMAKE_VISIBILITY_INLINES_HIDDEN:BOOL=ON ../itksource/
+    ../itksource/
 make -j ${j:-4}
 #make install
 cd ../
diff --git a/scripts/configure_VTK.sh b/scripts/configure_VTK.sh
index 0c620641..90a859db 100755
--- a/scripts/configure_VTK.sh
+++ b/scripts/configure_VTK.sh
@@ -42,7 +42,7 @@ cmake \
     -DCMAKE_BUILD_TYPE:STRING="${CMAKE_BUILD_TYPE}" \
     -DCMAKE_C_FLAGS="${CMAKE_C_FLAGS} -Wno-c++11-long-long -fPIC -O2 -DNDEBUG  "\
     -DCMAKE_CXX_FLAGS="${CMAKE_CXX_FLAGS} -Wno-c++11-long-long -fPIC -O2 -DNDEBUG  "\
-    -DBUILD_SHARED_LIBS:BOOL=OFF \
+    -DBUILD_SHARED_LIBS:BOOL=ON \
     -DBUILD_TESTING:BOOL=OFF \
     -DBUILD_EXAMPLES:BOOL=OFF \
     -DVTK_LEGACY_REMOVE:BOOL=OFF \