diff --git a/include/boost/gil/algorithm.hpp b/include/boost/gil/algorithm.hpp
index e19c7a73ed..e6bf78005e 100644
--- a/include/boost/gil/algorithm.hpp
+++ b/include/boost/gil/algorithm.hpp
@@ -880,7 +880,8 @@ F for_each_pixel(View const& view, F fun)
     else
     {
         for (std::ptrdiff_t y = 0; y < view.height(); ++y)
-            std::for_each(view.row_begin(y), view.row_end(y), fun);
+            for (auto begin = view.row_begin(y), end = view.row_end(y); begin != end; ++begin)
+                fun(*begin);
         return fun;
     }
 }
diff --git a/test/core/algorithm/for_each_pixel.cpp b/test/core/algorithm/for_each_pixel.cpp
index 5490b27f3a..25eb9c5cfd 100644
--- a/test/core/algorithm/for_each_pixel.cpp
+++ b/test/core/algorithm/for_each_pixel.cpp
@@ -7,11 +7,10 @@
 //
 #include <boost/gil/algorithm.hpp>
 #include <boost/gil/image.hpp>
+#include <boost/gil/image_view_factory.hpp>
 
 #include <boost/core/lightweight_test.hpp>
 
-#include "test_utility_output_stream.hpp"
-
 namespace gil = boost::gil;
 
 void test_lambda_expression()
@@ -26,9 +25,47 @@ void test_lambda_expression()
     BOOST_TEST_EQ(sum, 2 * 2 * 128);
 }
 
+struct accumulator
+{
+    void operator()(gil::gray8_pixel_t const& p) {
+        sum += gil::at_c<0>(p);
+    }
+
+    int sum = 0;
+};
+
+void test_function_object_1d_traversable()
+{
+    gil::gray8_pixel_t const gray128(128);
+    gil::gray8_image_t image(2, 2, gray128);
+
+    accumulator acc;
+    acc = gil::for_each_pixel(
+        gil::const_view(image),
+        acc
+    );
+    BOOST_TEST_EQ(acc.sum, 2 * 2 * 128);
+}
+
+
+void test_function_object_not_1d_traversable()
+{
+    gil::gray8_pixel_t const gray128(128);
+    gil::gray8_image_t image(4, 4, gray128);
+
+    accumulator acc;
+    acc = gil::for_each_pixel(
+        gil::subimage_view(gil::const_view(image), gil::point_t{1, 1}, gil::point_t{2, 2}),
+        acc
+    );
+    BOOST_TEST_EQ(acc.sum, 2 * 2 * 128);
+}
+
 int main()
 {
     test_lambda_expression();
+    test_function_object_1d_traversable();
+    test_function_object_not_1d_traversable();
 
     return ::boost::report_errors();
 }