diff --git a/vllm/model_executor/models/phi4_multimodal.py b/vllm/model_executor/models/phi4_multimodal.py
index d2a3a8cc04969..bdc831354c11f 100644
--- a/vllm/model_executor/models/phi4_multimodal.py
+++ b/vllm/model_executor/models/phi4_multimodal.py
@@ -786,6 +786,7 @@ class Phi4MMProcessingInfo(BaseProcessingInfo):
                 target_ratios,
                 orig_width,
                 orig_height,
+                image_size,
             )
 
             # calculate the target width and height