diff --git a/modules/dnn/src/layers/max_unpooling_layer.cpp b/modules/dnn/src/layers/max_unpooling_layer.cpp
index fe359ef293..89f0324f81 100644
--- a/modules/dnn/src/layers/max_unpooling_layer.cpp
+++ b/modules/dnn/src/layers/max_unpooling_layer.cpp
@@ -94,14 +94,34 @@ public:
         Mat& input = inputs[0];
         Mat& indices = inputs[1];
 
-        if (input.type() == CV_32F && indices.type() == CV_32S)
-            run<float, int32_t>(input, indices, outputs);
-        else if (input.type() == CV_32F && indices.type() == CV_64S)
-            run<float, int64_t>(input, indices, outputs);
-        else if (input.type() == CV_16F && indices.type() == CV_32S)
-            run<int16_t, int32_t>(input, indices, outputs);
-        else if (input.type() == CV_16F && indices.type() == CV_64S)
-            run<int16_t, int64_t>(input, indices, outputs);
+        if (indices.depth() == CV_32S)
+            typeDispatch<int32_t>(input.type(), input, indices, outputs);
+        else if (indices.depth() == CV_64S)
+            typeDispatch<int64_t>(input.type(), input, indices, outputs);
+        else
+            CV_Error(cv::Error::BadDepth, "Unsupported type.");
+    }
+
+    template<typename T_INDEX, typename... Args>
+    inline void typeDispatch(const int type, Args&&... args)
+    {
+        switch (type)
+        {
+            case CV_32S:
+                run<int32_t, T_INDEX>(std::forward<Args>(args)...);
+                break;
+            case CV_64S:
+                run<int64_t, T_INDEX>(std::forward<Args>(args)...);
+                break;
+            case CV_32F:
+                run<float, T_INDEX>(std::forward<Args>(args)...);
+                break;
+            case CV_16F:
+                run<int16_t, T_INDEX>(std::forward<Args>(args)...);
+                break;
+            default:
+                CV_Error(cv::Error::BadDepth, "Unsupported type.");
+        };
     }
 
     template<typename T, typename INDEX_TYPE>
diff --git a/modules/dnn/src/layers/scatterND_layer.cpp b/modules/dnn/src/layers/scatterND_layer.cpp
index f9dcb41647..b0d26938b4 100644
--- a/modules/dnn/src/layers/scatterND_layer.cpp
+++ b/modules/dnn/src/layers/scatterND_layer.cpp
@@ -190,6 +190,9 @@ public:
             case CV_32S:
                 reductionDispatch<int32_t, T_INDEX>(std::forward<Args>(args)...);
                 break;
+            case CV_64S:
+                reductionDispatch<int64_t, T_INDEX>(std::forward<Args>(args)...);
+                break;
             case CV_32F:
                 reductionDispatch<float, T_INDEX>(std::forward<Args>(args)...);
                 break;
diff --git a/modules/dnn/src/layers/scatter_layer.cpp b/modules/dnn/src/layers/scatter_layer.cpp
index e0e6f630b6..48757c6332 100644
--- a/modules/dnn/src/layers/scatter_layer.cpp
+++ b/modules/dnn/src/layers/scatter_layer.cpp
@@ -185,6 +185,9 @@ public:
             case CV_32S:
                 reductionDispatch<int32_t, T_INDEX>(std::forward<Args>(args)...);
                 break;
+            case CV_64S:
+                reductionDispatch<int64_t, T_INDEX>(std::forward<Args>(args)...);
+                break;
             case CV_32F:
                 reductionDispatch<float, T_INDEX>(std::forward<Args>(args)...);
                 break;