diff --git a/modules/imgproc/include/opencv2/imgproc.hpp b/modules/imgproc/include/opencv2/imgproc.hpp
index 76e165fa82..69413772d3 100644
--- a/modules/imgproc/include/opencv2/imgproc.hpp
+++ b/modules/imgproc/include/opencv2/imgproc.hpp
@@ -1112,13 +1112,27 @@ public:
      */
     CV_WRAP Subdiv2D(Rect rect);
 
-    /** @brief Creates a new empty Delaunay subdivision
+    /** @overload */
+    CV_WRAP Subdiv2D(Rect2f rect);
+
+    /** @overload
+
+    @brief Creates a new empty Delaunay subdivision
 
     @param rect Rectangle that includes all of the 2D points that are to be added to the subdivision.
 
      */
     CV_WRAP void initDelaunay(Rect rect);
 
+    /** @overload
+
+    @brief Creates a new empty Delaunay subdivision
+
+    @param rect Rectangle that includes all of the 2d points that are to be added to the subdivision.
+
+     */
+    CV_WRAP void initDelaunay(Rect2f rect);
+
     /** @brief Insert a single point into a Delaunay triangulation.
 
     @param pt Point to insert.
diff --git a/modules/imgproc/src/subdivision2d.cpp b/modules/imgproc/src/subdivision2d.cpp
index 86a0f72852..671430ffb5 100644
--- a/modules/imgproc/src/subdivision2d.cpp
+++ b/modules/imgproc/src/subdivision2d.cpp
@@ -118,6 +118,16 @@ Subdiv2D::Subdiv2D(Rect rect)
     initDelaunay(rect);
 }
 
+Subdiv2D::Subdiv2D(Rect2f rect)
+{
+    validGeometry = false;
+    freeQEdge = 0;
+    freePoint = 0;
+    recentEdge = 0;
+
+    initDelaunay(rect);
+}
+
 
 Subdiv2D::QuadEdge::QuadEdge()
 {
@@ -535,6 +545,52 @@ void Subdiv2D::initDelaunay( Rect rect )
     recentEdge = edge_AB;
 }
 
+void Subdiv2D::initDelaunay( Rect2f rect )
+{
+        CV_INSTRUMENT_REGION();
+
+    float big_coord = 6.f * MAX( rect.width, rect.height );
+    float rx = rect.x;
+    float ry = rect.y;
+
+    vtx.clear();
+    qedges.clear();
+
+    recentEdge = 0;
+    validGeometry = false;
+
+    topLeft = Point2f( rx, ry );
+    bottomRight = Point2f( rx + rect.width, ry + rect.height );
+
+    Point2f ppA( rx + big_coord, ry );
+    Point2f ppB( rx, ry + big_coord );
+    Point2f ppC( rx - big_coord, ry - big_coord );
+
+    vtx.push_back(Vertex());
+    qedges.push_back(QuadEdge());
+
+    freeQEdge = 0;
+    freePoint = 0;
+
+    int pA = newPoint(ppA, false);
+    int pB = newPoint(ppB, false);
+    int pC = newPoint(ppC, false);
+
+    int edge_AB = newEdge();
+    int edge_BC = newEdge();
+    int edge_CA = newEdge();
+
+    setEdgePoints( edge_AB, pA, pB );
+    setEdgePoints( edge_BC, pB, pC );
+    setEdgePoints( edge_CA, pC, pA );
+
+    splice( edge_AB, symEdge( edge_CA ));
+    splice( edge_BC, symEdge( edge_AB ));
+    splice( edge_CA, symEdge( edge_BC ));
+
+    recentEdge = edge_AB;
+}
+
 
 void Subdiv2D::clearVoronoi()
 {
diff --git a/modules/imgproc/test/test_subdivision2d.cpp b/modules/imgproc/test/test_subdivision2d.cpp
index a940adfc55..052715c7a6 100644
--- a/modules/imgproc/test/test_subdivision2d.cpp
+++ b/modules/imgproc/test/test_subdivision2d.cpp
@@ -64,4 +64,57 @@ TEST(Imgproc_Subdiv2D, issue_25696) {
 
     ASSERT_EQ(static_cast<size_t>(2), triangles.size());
 }
+
+// Initialization test
+TEST(Imgproc_Subdiv2D, rect2f_constructor_and_init)
+{
+    cv::Rect2f rect_f(0.5f, 1.5f, 100.7f, 200.3f);
+    cv::Subdiv2D subdiv_f(rect_f);
+
+    cv::Point2f pt1(50.2f, 80.1f);
+    cv::Point2f pt2(75.8f, 120.9f);
+    cv::Point2f pt3(25.5f, 150.3f);
+
+    EXPECT_NO_THROW(subdiv_f.insert(pt1));
+    EXPECT_NO_THROW(subdiv_f.insert(pt2));
+    EXPECT_NO_THROW(subdiv_f.insert(pt3));
+
+    cv::Subdiv2D subdiv_init;
+
+    EXPECT_NO_THROW(subdiv_init.initDelaunay(rect_f));
+    EXPECT_NO_THROW(subdiv_init.insert(pt1));
+    EXPECT_NO_THROW(subdiv_init.insert(pt2));
+    EXPECT_NO_THROW(subdiv_init.insert(pt3));
+
+    std::vector<cv::Vec6f> triangles;
+
+    EXPECT_NO_THROW(subdiv_f.getTriangleList(triangles));
+    EXPECT_GT(triangles.size(), 0u);
+}
+
+// test with small coordinates
+TEST(Imgproc_Subdiv2D, rect2f_edge_cases)
+{
+    cv::Rect2f small_rect(0.0f, 0.0f, 0.1f, 0.1f);
+    cv::Subdiv2D subdiv_small(small_rect);
+
+    cv::Point2f small_pt(0.05f, 0.05f);
+    EXPECT_NO_THROW(subdiv_small.insert(small_pt));
+    cv::Rect2f float_rect(10.25f, 20.75f, 50.5f, 30.25f);
+
+    cv::Subdiv2D subdiv_float(float_rect);
+
+    cv::Point2f float_pt1(35.125f, 35.875f);
+    cv::Point2f float_pt2(45.375f, 25.625f);
+    cv::Point2f float_pt3(55.750f, 45.125f);
+
+    EXPECT_NO_THROW(subdiv_float.insert(float_pt1));
+    EXPECT_NO_THROW(subdiv_float.insert(float_pt2));
+    EXPECT_NO_THROW(subdiv_float.insert(float_pt3));
+
+    std::vector<cv::Vec6f> triangles;
+
+    subdiv_float.getTriangleList(triangles);
+    EXPECT_GT(triangles.size(), 0u);
+}
 }}