diff --git a/src/binary_descriptors/brief.rs b/src/binary_descriptors/brief.rs
index 1ebf52ce..4283ce3f 100644
--- a/src/binary_descriptors/brief.rs
+++ b/src/binary_descriptors/brief.rs
@@ -71,8 +71,8 @@ fn local_pixel_average(integral_image: &Image<Luma<u32>>, x: u32, y: u32, radius
     if radius == 0 {
         return 0;
     }
-    let y_min = if y < radius { 0 } else { y - radius };
-    let x_min = if x < radius { 0 } else { x - radius };
+    let y_min = y.saturating_sub(radius);
+    let x_min = x.saturating_sub(radius);
     let y_max = u32::min(y + radius + 1, integral_image.height() - 1);
     let x_max = u32::min(x + radius + 1, integral_image.width() - 1);
 
diff --git a/src/corners.rs b/src/corners.rs
index 80422823..51f17be9 100644
--- a/src/corners.rs
+++ b/src/corners.rs
@@ -119,8 +119,8 @@ fn intensity_centroid(image: &GrayImage, x: u32, y: u32, radius: u32) -> f32 {
     let mut x_centroid: i32 = 0;
 
     let (width, height) = image.dimensions();
-    let x_min = if x < radius { 0 } else { x - radius };
-    let y_min = if y < radius { 0 } else { y - radius };
+    let x_min = x.saturating_sub(radius);
+    let y_min = y.saturating_sub(radius);
     let y_max = u32::min(y + radius + 1, height);
     let x_max = u32::min(x + radius + 1, width);
 
diff --git a/src/distance_transform.rs b/src/distance_transform.rs
index 1226ff40..f6f588bd 100644
--- a/src/distance_transform.rs
+++ b/src/distance_transform.rs
@@ -286,7 +286,7 @@ struct Row<'a> {
     row: u32,
 }
 
-impl<'a> Sink for Row<'a> {
+impl Sink for Row<'_> {
     fn put(&mut self, idx: usize, value: f64) {
         unsafe {
             self.image
@@ -303,7 +303,7 @@ struct ColumnMut<'a> {
     column: u32,
 }
 
-impl<'a> Sink for ColumnMut<'a> {
+impl Sink for ColumnMut<'_> {
     fn put(&mut self, idx: usize, value: f64) {
         unsafe {
             self.image
@@ -338,7 +338,7 @@ struct Column<'a> {
     column: u32,
 }
 
-impl<'a> Source for Column<'a> {
+impl Source for Column<'_> {
     fn get(&self, idx: usize) -> f64 {
         let pixel = unsafe { self.image.unsafe_get_pixel(self.column, idx as u32)[0] as f64 };
         if pixel > 0f64 {
diff --git a/src/drawing/fill.rs b/src/drawing/fill.rs
index f7cb458f..74c05aba 100644
--- a/src/drawing/fill.rs
+++ b/src/drawing/fill.rs
@@ -17,21 +17,20 @@ pub fn flood_fill_mut<P>(image: &mut Image<P>, x: u32, y: u32, fill_with: P)
 where
     P: Pixel + PartialEq,
 {
-    let target = image.get_pixel(x, y).clone();
+    let target = *image.get_pixel(x, y);
 
     let mut stack = Vec::new();
 
-    stack.push((x as i32, x as i32, y as i32, 1 as i32));
-    stack.push((x as i32, x as i32, y as i32 - 1, -1 as i32));
+    stack.push((x as i32, x as i32, y as i32, 1_i32));
+    stack.push((x as i32, x as i32, y as i32 - 1, -1_i32));
 
-    while !stack.is_empty() {
-        let (x1, x2, y, dy) = stack.pop().unwrap();
+    while let Some((x1, x2, y, dy)) = stack.pop() {
         let mut x1 = x1;
         let mut x = x1;
         if inside(image, x, y, target) {
             while inside(image, x - 1, y, target) {
                 image.put_pixel(x as u32 - 1, y as u32, fill_with);
-                x = x - 1;
+                x -= 1;
             }
             if x < x1 {
                 stack.push((x, x1 - 1, y - dy, -dy))
@@ -40,7 +39,7 @@ where
         while x1 <= x2 {
             while inside(image, x1, y, target) {
                 image.put_pixel(x1 as u32, y as u32, fill_with);
-                x1 = x1 + 1;
+                x1 += 1;
             }
             if x1 > x {
                 stack.push((x, x1 - 1, y + dy, dy))
@@ -48,9 +47,9 @@ where
             if x1 - 1 > x2 {
                 stack.push((x2 + 1, x1 - 1, y - dy, -dy))
             }
-            x1 = x1 + 1;
+            x1 += 1;
             while x1 < x2 && !inside(image, x1, y, target) {
-                x1 = x1 + 1
+                x1 += 1
             }
             x = x1
         }
diff --git a/src/drawing/line.rs b/src/drawing/line.rs
index 628315d4..2e8f962f 100644
--- a/src/drawing/line.rs
+++ b/src/drawing/line.rs
@@ -91,7 +91,7 @@ pub struct BresenhamLinePixelIter<'a, P: Pixel> {
     image: &'a Image<P>,
 }
 
-impl<'a, P: Pixel> BresenhamLinePixelIter<'a, P> {
+impl<P: Pixel> BresenhamLinePixelIter<'_, P> {
     /// Creates a [`BresenhamLinePixelIter`] which will iterate over
     /// the image pixels with coordinates between `start` and `end`.
     pub fn new(
@@ -125,7 +125,7 @@ pub struct BresenhamLinePixelIterMut<'a, P: Pixel> {
     image: &'a mut Image<P>,
 }
 
-impl<'a, P: Pixel> BresenhamLinePixelIterMut<'a, P> {
+impl<P: Pixel> BresenhamLinePixelIterMut<'_, P> {
     /// Creates a [`BresenhamLinePixelIterMut`] which will iterate over
     /// the image pixels with coordinates between `start` and `end`.
     pub fn new(
@@ -302,7 +302,7 @@ where
     blend: B,
 }
 
-impl<'a, I, T, B> Plotter<'a, I, T, B>
+impl<I, T, B> Plotter<'_, I, T, B>
 where
     I: GenericImage,
 
diff --git a/src/geometric_transformations.rs b/src/geometric_transformations.rs
index a6394b52..87ef25ea 100644
--- a/src/geometric_transformations.rs
+++ b/src/geometric_transformations.rs
@@ -243,7 +243,7 @@ impl Mul<Projection> for Projection {
     }
 }
 
-impl<'a, 'b> Mul<&'b Projection> for &'a Projection {
+impl Mul<&Projection> for &Projection {
     type Output = Projection;
 
     fn mul(self, rhs: &Projection) -> Projection {
@@ -264,7 +264,7 @@ impl Mul<(f32, f32)> for Projection {
     }
 }
 
-impl<'a, 'b> Mul<&'b (f32, f32)> for &'a Projection {
+impl Mul<&(f32, f32)> for &Projection {
     type Output = (f32, f32);
 
     fn mul(self, rhs: &(f32, f32)) -> (f32, f32) {
diff --git a/src/suppress.rs b/src/suppress.rs
index 4b97a2fe..b7af9d63 100644
--- a/src/suppress.rs
+++ b/src/suppress.rs
@@ -46,12 +46,12 @@ where
                 }
             }
 
-            let x0 = if radius >= best_x { 0 } else { best_x - radius };
+            let x0 = best_x.saturating_sub(radius);
             let x1 = x;
             let x2 = cmp::min(width, x + radius + 1);
             let x3 = cmp::min(width, best_x + radius + 1);
 
-            let y0 = if radius >= best_y { 0 } else { best_y - radius };
+            let y0 = best_y.saturating_sub(radius);
             let y1 = y;
             let y2 = cmp::min(height, y + radius + 1);
             let y3 = cmp::min(height, best_y + radius + 1);
@@ -131,7 +131,7 @@ where
         let cs = t.score();
 
         let mut is_max = true;
-        let row_lower = if radius > cy { 0 } else { cy - radius };
+        let row_lower = cy.saturating_sub(radius);
         let row_upper = if cy + radius + 1 > height {
             height
         } else {
diff --git a/src/template_matching.rs b/src/template_matching.rs
index c7974e42..e51a2fb6 100644
--- a/src/template_matching.rs
+++ b/src/template_matching.rs
@@ -432,7 +432,7 @@ impl<'a> ImageTemplate<'a> {
         }
     }
 }
-impl<'a> OutputDims for ImageTemplate<'a> {
+impl OutputDims for ImageTemplate<'_> {
     fn output_dims(&self) -> (u32, u32) {
         let width = self.image.width() - self.template.width() + 1;
         let height = self.image.height() - self.template.height() + 1;
@@ -470,7 +470,7 @@ impl<'a> ImageTemplateMask<'a> {
         }
     }
 }
-impl<'a> OutputDims for ImageTemplateMask<'a> {
+impl OutputDims for ImageTemplateMask<'_> {
     fn output_dims(&self) -> (u32, u32) {
         self.inner.output_dims()
     }
diff --git a/tests/regression.rs b/tests/regression.rs
index 68a969d5..f171fc79 100644
--- a/tests/regression.rs
+++ b/tests/regression.rs
@@ -752,7 +752,7 @@ fn test_draw_filled_ellipse() {
 
 #[test]
 fn test_draw_flood_filled_shape() {
-    use imageproc::drawing::{draw_hollow_ellipse_mut, flood_fill, flood_fill_mut};
+    use imageproc::drawing::{draw_hollow_ellipse_mut, flood_fill_mut};
 
     let red = Rgb([255, 0, 0]);
     let green = Rgb([0, 255, 0]);