diff --git a/albumentations/augmentations/transforms.py b/albumentations/augmentations/transforms.py
index 5162a061e..6c9b85943 100644
--- a/albumentations/augmentations/transforms.py
+++ b/albumentations/augmentations/transforms.py
@@ -2430,7 +2430,7 @@ def get_params_dependent_on_targets(self, params):
             shape = [c]
 
         multiplier = np.random.uniform(self.multiplier[0], self.multiplier[1], shape)
-        if F.is_grayscale_image(img):
+        if F.is_grayscale_image(img) and img.ndim == 2:
             multiplier = np.squeeze(multiplier)
 
         return {"multiplier": multiplier}
diff --git a/tests/test_transforms.py b/tests/test_transforms.py
index 8e7be5143..a78d848a3 100644
--- a/tests/test_transforms.py
+++ b/tests/test_transforms.py
@@ -524,7 +524,13 @@ def test_resize_keypoints():
 
 
 @pytest.mark.parametrize(
-    "image", [np.random.randint(0, 256, [256, 320], np.uint8), np.random.random([256, 320]).astype(np.float32)]
+    "image",
+    [
+        np.random.randint(0, 256, [256, 320], np.uint8),
+        np.random.random([256, 320]).astype(np.float32),
+        np.random.randint(0, 256, [256, 320, 1], np.uint8),
+        np.random.random([256, 320, 1]).astype(np.float32),
+    ],
 )
 def test_multiplicative_noise_grayscale(image):
     m = 0.5