diff --git a/src/visualhaar.rs b/src/visualhaar.rs
index c39de88..498b9ab 100644
--- a/src/visualhaar.rs
+++ b/src/visualhaar.rs
@@ -386,7 +386,7 @@ impl HaarClassifier {
                 &img_bw, 
                 (img_bw.width() as f64 / scale + 1.) as u32, 
                 (img_bw.height() as f64 / scale + 1.) as u32, 
-                image::imageops::FilterType::Nearest
+                image::imageops::FilterType::CatmullRom
             );
 
             let integral = Self::integral_image(&img_bw_scaled);