diff --git a/applications/tools/image_restoration.py b/applications/tools/image_restoration.py
index d64a376d0604e3c5aa7584021b4663511e110abf..bf1e610c257e006f57661e393fcd0a650cc08f4b 100644
--- a/applications/tools/image_restoration.py
+++ b/applications/tools/image_restoration.py
@@ -59,9 +59,9 @@ if __name__ == "__main__":
     if args.cpu:
         paddle.set_device('cpu')
 
-    predictor = MPRPredictor(images_path=args.images_path,
+    predictor = MPRPredictor(
                              output_path=args.output_path,
                              weight_path=args.weight_path,
                              seed=args.seed,
                              task=args.task)
-    predictor.run()
+    predictor.run(images_path=args.images_path)
diff --git a/ppgan/apps/mpr_predictor.py b/ppgan/apps/mpr_predictor.py
index 6ae12df54921f8a7186cfcb76edccef1f799f8bf..2ec7ee868fc9e081d8d18f4fd350713bd826800a 100644
--- a/ppgan/apps/mpr_predictor.py
+++ b/ppgan/apps/mpr_predictor.py
@@ -89,6 +89,7 @@ class MPRPredictor(BasePredictor):
     def get_images(self, images_path):
         if os.path.isdir(images_path):
             return natsorted(
+                glob(os.path.join(images_path, '*.jpeg')) +
                 glob(os.path.join(images_path, '*.jpg')) +
                 glob(os.path.join(images_path, '*.JPG')) +
                 glob(os.path.join(images_path, '*.png')) +