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Add rotate_about_center_no_crop to prevent pixel loss during image rotations #688

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86 changes: 83 additions & 3 deletions src/geometric_transformations.rs
Original file line number Diff line number Diff line change
@@ -317,6 +317,85 @@ where
warp(image, &projection, interpolation, default)
}

/// Rotates an image clockwise about its center by theta radians without cropping.
/// The output image has dimensions calculated to fit the entire rotated image.
/// Output pixels whose pre-image lies outside the input image are set to `default`.
pub fn rotate_about_center_no_crop<P>(
image: &Image<P>,
theta: f32,
interpolation: Interpolation,
default: P,
) -> Image<P>
where
P: Pixel + Send + Sync,
<P as Pixel>::Subpixel: Send + Sync,
<P as Pixel>::Subpixel: Into<f32> + Clamp<f32>,
{
let (width, height) = image.dimensions();

let cos = theta.cos();
let sin = theta.sin();

let new_width = (height as f32 * sin.abs() + width as f32 * cos.abs()).ceil() as u32;
let new_height = (height as f32 * cos.abs() + width as f32 * sin.abs()).ceil() as u32;

let mut out_img = Image::new(new_width, new_height);

rotate_about_center_into(image, theta, interpolation, default, &mut out_img);

out_img
}

/// Rotates an image clockwise about its center by theta radians, writing to a provided output.
/// Output pixels whose pre-image lies outside the input image are set to `default`.
fn rotate_about_center_into<P>(
image: &Image<P>,
theta: f32,
interpolation: Interpolation,
default: P,
out: &mut Image<P>,
) where
P: Pixel + Send + Sync,
<P as Pixel>::Subpixel: Send + Sync,
<P as Pixel>::Subpixel: Into<f32> + Clamp<f32>,
{
let (w, h) = image.dimensions();
let (ow, oh) = out.dimensions();
rotate_into(
image,
(w as f32 / 2.0, h as f32 / 2.0),
(ow as f32 / 2.0, oh as f32 / 2.0),
theta,
interpolation,
default,
out,
)
}

/// Rotates an image clockwise about the provided center by theta radians, writing to a provided output.
/// Output pixels whose pre-image lies outside the input image are set to `default`.
fn rotate_into<P>(
image: &Image<P>,
center: (f32, f32),
out_center: (f32, f32),
theta: f32,
interpolation: Interpolation,
default: P,
out: &mut Image<P>,
) where
P: Pixel + Send + Sync,
<P as Pixel>::Subpixel: Send + Sync,
<P as Pixel>::Subpixel: Into<f32> + Clamp<f32>,
{
let (cx, cy) = center;
let (ocx, ocy) = out_center;
let projection = Projection::translate(ocx, ocy)
* Projection::rotate(theta)
* Projection::translate(-cx, -cy);

warp_into(image, &projection, interpolation, default, out);
}

/// Rotates an image 90 degrees clockwise.
///
/// # Examples
@@ -882,7 +961,8 @@ pub enum Interpolation {
#[cfg(test)]
mod tests {
use super::*;
use image::Luma;
use image::{GrayImage, Luma};
use std::f32::consts::PI;

#[test]
fn test_rotate_nearest_zero_radians() {
@@ -901,7 +981,7 @@ mod tests {
}

#[test]
fn text_rotate_nearest_quarter_turn_clockwise() {
fn test_rotate_nearest_quarter_turn_clockwise() {
let image = gray_image!(
00, 01, 02;
10, 11, 12);
@@ -917,7 +997,7 @@ mod tests {
}

#[test]
fn text_rotate_nearest_half_turn_anticlockwise() {
fn test_rotate_nearest_half_turn_anticlockwise() {
let image = gray_image!(
00, 01, 02;
10, 11, 12);
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125 changes: 125 additions & 0 deletions tests/regression.rs
Original file line number Diff line number Diff line change
@@ -25,6 +25,7 @@ use imageproc::contrast::ThresholdType;
use imageproc::definitions::Image;
use imageproc::filter::bilateral::GaussianEuclideanColorDistance;
use imageproc::filter::bilateral_filter;
use imageproc::geometric_transformations::rotate_about_center_no_crop;
use imageproc::kernel::{self};
use imageproc::{
definitions::{Clamp, HasBlack, HasWhite},
@@ -142,6 +143,23 @@ fn test_rotate_nearest_rgb() {
);
}

#[test]
fn test_rotate_no_crop_nearest_rgb() {
fn rotate_nearest_about_center_no_crop(image: &RgbImage) -> RgbImage {
rotate_about_center_no_crop(
image,
std::f32::consts::PI / 4f32,
Interpolation::Nearest,
Rgb::black(),
)
}
compare_to_truth(
"elephant.png",
"elephant_rotate_no_crop_nearest.png",
rotate_nearest_about_center_no_crop,
);
}

#[test]
fn test_rotate_nearest_rgba() {
fn rotate_nearest_about_center(image: &RgbaImage) -> RgbaImage {
@@ -159,6 +177,23 @@ fn test_rotate_nearest_rgba() {
);
}

#[test]
fn test_rotate_no_crop_nearest_rgba() {
fn rotate_nearest_about_center_no_crop(image: &RgbaImage) -> RgbaImage {
rotate_about_center_no_crop(
image,
std::f32::consts::PI / 4f32,
Interpolation::Nearest,
Rgba::black(),
)
}
compare_to_truth(
"elephant_rgba.png",
"elephant_rotate_no_crop_nearest_rgba.png",
rotate_nearest_about_center_no_crop,
);
}

#[test]
fn test_equalize_histogram_grayscale() {
use imageproc::contrast::equalize_histogram;
@@ -183,6 +218,24 @@ fn test_rotate_bilinear_rgb() {
);
}

#[test]
fn test_rotate_bilinear_no_crop_rgb() {
fn rotate_bilinear_about_center_no_crop(image: &RgbImage) -> RgbImage {
rotate_about_center_no_crop(
image,
std::f32::consts::PI / 4f32,
Interpolation::Bilinear,
Rgb::black(),
)
}
compare_to_truth_with_tolerance(
"elephant.png",
"elephant_rotate_no_crop_bilinear.png",
rotate_bilinear_about_center_no_crop,
2,
);
}

#[test]
fn test_rotate_bilinear_rgba() {
fn rotate_bilinear_about_center(image: &RgbaImage) -> RgbaImage {
@@ -201,6 +254,24 @@ fn test_rotate_bilinear_rgba() {
);
}

#[test]
fn test_rotate_no_crop_bilinear_rgba() {
fn rotate_bilinear_about_center_no_crop(image: &RgbaImage) -> RgbaImage {
rotate_about_center_no_crop(
image,
std::f32::consts::PI / 4f32,
Interpolation::Bilinear,
Rgba::black(),
)
}
compare_to_truth_with_tolerance(
"elephant_rgba.png",
"elephant_rotate_no_crop_bilinear_rgba.png",
rotate_bilinear_about_center_no_crop,
2,
);
}

#[test]
fn test_rotate_bicubic_rgb() {
fn rotate_bicubic_about_center(image: &RgbImage) -> RgbImage {
@@ -219,6 +290,24 @@ fn test_rotate_bicubic_rgb() {
);
}

#[test]
fn test_rotate_no_crop_bicubic_rgb() {
fn rotate_bicubic_about_center_no_crop(image: &RgbImage) -> RgbImage {
rotate_about_center_no_crop(
image,
std::f32::consts::PI / 4f32,
Interpolation::Bicubic,
Rgb::black(),
)
}
compare_to_truth_with_tolerance(
"elephant.png",
"elephant_rotate_no_crop_bicubic.png",
rotate_bicubic_about_center_no_crop,
2,
);
}

#[test]
fn test_rotate_bicubic_rgba() {
fn rotate_bicubic_about_center(image: &RgbaImage) -> RgbaImage {
@@ -237,6 +326,42 @@ fn test_rotate_bicubic_rgba() {
);
}

#[test]
fn test_rotate_no_crop_bicubic_rgba() {
fn rotate_bicubic_about_center_no_crop(image: &RgbaImage) -> RgbaImage {
rotate_about_center_no_crop(
image,
std::f32::consts::PI / 4f32,
Interpolation::Bicubic,
Rgba::black(),
)
}
compare_to_truth_with_tolerance(
"elephant_rgba.png",
"elephant_rotate_no_crop_bicubic_rgba.png",
rotate_bicubic_about_center_no_crop,
2,
);
}

#[test]
fn test_rotate_no_crop_default_color() {
fn rotate_nearest_about_center_no_crop_default_red(image: &RgbaImage) -> RgbaImage {
rotate_about_center_no_crop(
image,
std::f32::consts::PI / 4f32,
Interpolation::Nearest,
Rgba([255, 0, 0, 255]),
)
}
compare_to_truth_with_tolerance(
"elephant_rgba.png",
"elephant_rotate_no_crop_nearest_default_red_rgba.png",
rotate_nearest_about_center_no_crop_default_red,
2,
)
}

#[test]
fn test_affine_nearest_rgb() {
fn affine_nearest(image: &RgbImage) -> RgbImage {