diff --git a/modules/dnn/src/ie_ngraph.cpp b/modules/dnn/src/ie_ngraph.cpp
index c646c1fe3a..49717f8513 100644
--- a/modules/dnn/src/ie_ngraph.cpp
+++ b/modules/dnn/src/ie_ngraph.cpp
@@ -772,8 +772,14 @@ static InferenceEngine::Layout estimateLayout(const Mat& m)
 {
     if (m.dims == 4)
         return InferenceEngine::Layout::NCHW;
+    else if (m.dims == 3)
+        return InferenceEngine::Layout::CHW;
     else if (m.dims == 2)
         return InferenceEngine::Layout::NC;
+    else if (m.dims == 1)
+        return InferenceEngine::Layout::C;
+    else if (m.dims == 5)
+        return InferenceEngine::Layout::NCDHW;
     else
         return InferenceEngine::Layout::ANY;
 }