diff --git a/src/transformers/models/auto/video_processing_auto.py b/src/transformers/models/auto/video_processing_auto.py
index 0f48dcdac7e..e9e490bb28c 100644
--- a/src/transformers/models/auto/video_processing_auto.py
+++ b/src/transformers/models/auto/video_processing_auto.py
@@ -306,15 +306,15 @@ class AutoVideoProcessor:
         if "AutoVideoProcessor" in config_dict.get("auto_map", {}):
             video_processor_auto_map = config_dict["auto_map"]["AutoVideoProcessor"]
 
-        # If we still don't have the video processor class, check if we're loading from a previous feature extractor config
+        # If we still don't have the video processor class, check if we're loading from a previous image processor config
         # and if so, infer the video processor class from there.
         if video_processor_class is None and video_processor_auto_map is None:
-            feature_extractor_class = config_dict.pop("feature_extractor_type", None)
-            if feature_extractor_class is not None:
-                video_processor_class = feature_extractor_class.replace("FeatureExtractor", "VideoProcessor")
-            if "AutoFeatureExtractor" in config_dict.get("auto_map", {}):
-                feature_extractor_auto_map = config_dict["auto_map"]["AutoFeatureExtractor"]
-                video_processor_auto_map = feature_extractor_auto_map.replace("FeatureExtractor", "VideoProcessor")
+            image_processor_class = config_dict.pop("image_processor_type", None)
+            if image_processor_class is not None:
+                video_processor_class = image_processor_class.replace("ImageProcessor", "VideoProcessor")
+            if "AutoImageProcessor" in config_dict.get("auto_map", {}):
+                image_processor_auto_map = config_dict["auto_map"]["AutoImageProcessor"]
+                video_processor_auto_map = image_processor_auto_map.replace("ImageProcessor", "VideoProcessor")
 
         # If we don't find the video processor class in the video processor config, let's try the model config.
         if video_processor_class is None and video_processor_auto_map is None: