diff --git a/bob/bio/vein/configurations/maximum_curvature.py b/bob/bio/vein/configurations/maximum_curvature.py
index 93e66ca65ad46cb3bb125defdba27a6bd1b574ca..a7ce8f94782230892a76dde767a490fa4823b368 100644
--- a/bob/bio/vein/configurations/maximum_curvature.py
+++ b/bob/bio/vein/configurations/maximum_curvature.py
@@ -33,7 +33,8 @@ PAD_CONST = 51
 
 preprocessor = Preprocessor(
     crop=NoCrop(),
-    mask=TomesLeeMask(filter_height=FILTER_HEIGHT, filter_width=FILTER_WIDTH),
+    mask=TomesLeeMask(filter_height=FILTER_HEIGHT, filter_width=FILTER_WIDTH,
+      padder=Padder(padding_width=PAD_WIDTH, padding_constant=PAD_CONST)),
     normalize=HuangNormalization(padding_width=PAD_WIDTH,
       padding_constant=PAD_CONST),
     filter=NoFilter(),
diff --git a/bob/bio/vein/configurations/repeated_line_tracking.py b/bob/bio/vein/configurations/repeated_line_tracking.py
index 409926583f3a374f6e438213afd8f80f1df157db..a2f1e4598186a1b1e0421ec2ca33de5fbec66cf6 100644
--- a/bob/bio/vein/configurations/repeated_line_tracking.py
+++ b/bob/bio/vein/configurations/repeated_line_tracking.py
@@ -33,7 +33,8 @@ PAD_CONST = 51
 
 preprocessor = Preprocessor(
     crop=NoCrop(),
-    mask=TomesLeeMask(filter_height=FILTER_HEIGHT, filter_width=FILTER_WIDTH),
+    mask=TomesLeeMask(filter_height=FILTER_HEIGHT, filter_width=FILTER_WIDTH,
+      padder=Padder(padding_width=PAD_WIDTH, padding_constant=PAD_CONST)),
     normalize=HuangNormalization(padding_width=PAD_WIDTH,
       padding_constant=PAD_CONST),
     filter=NoFilter(),
diff --git a/bob/bio/vein/configurations/wide_line_detector.py b/bob/bio/vein/configurations/wide_line_detector.py
index 015663ddd70dade560e170d184571fe0c88e8441..0fe8e698bb990c62f1e29c0c1a97017ad20e7e9d 100644
--- a/bob/bio/vein/configurations/wide_line_detector.py
+++ b/bob/bio/vein/configurations/wide_line_detector.py
@@ -33,7 +33,8 @@ PAD_CONST = 51
 
 preprocessor = Preprocessor(
     crop=NoCrop(),
-    mask=TomesLeeMask(filter_height=FILTER_HEIGHT, filter_width=FILTER_WIDTH),
+    mask=TomesLeeMask(filter_height=FILTER_HEIGHT, filter_width=FILTER_WIDTH,
+      padder=Padder(padding_width=PAD_WIDTH, padding_constant=PAD_CONST)),
     normalize=HuangNormalization(padding_width=PAD_WIDTH,
       padding_constant=PAD_CONST),
     filter=NoFilter(),