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|
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[[package]]
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|
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"num_cpus",
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||||
[[package]]
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[[package]]
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|
||||
"proc-macro2 0.4.30 (registry+https://github.com/rust-lang/crates.io-index)",
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[[package]]
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|
||||
"byteorder 1.3.2 (registry+https://github.com/rust-lang/crates.io-index)",
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"num-derive 0.2.5 (registry+https://github.com/rust-lang/crates.io-index)",
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"num-traits 0.2.8 (registry+https://github.com/rust-lang/crates.io-index)",
|
||||
"jpeg-decoder",
|
||||
"miniz_oxide 0.4.4",
|
||||
"weezl",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "unicode-xid"
|
||||
version = "0.1.0"
|
||||
name = "weezl"
|
||||
version = "0.1.5"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||
|
||||
[metadata]
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"checksum lzw 0.10.0 (registry+https://github.com/rust-lang/crates.io-index)" = "7d947cbb889ed21c2a84be6ffbaebf5b4e0f4340638cba0444907e38b56be084"
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"checksum nodrop 0.1.13 (registry+https://github.com/rust-lang/crates.io-index)" = "2f9667ddcc6cc8a43afc9b7917599d7216aa09c463919ea32c59ed6cac8bc945"
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|
||||
"checksum num-traits 0.2.8 (registry+https://github.com/rust-lang/crates.io-index)" = "6ba9a427cfca2be13aa6f6403b0b7e7368fe982bfa16fccc450ce74c46cd9b32"
|
||||
"checksum num_cpus 1.10.1 (registry+https://github.com/rust-lang/crates.io-index)" = "bcef43580c035376c0705c42792c294b66974abbfd2789b511784023f71f3273"
|
||||
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|
||||
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|
||||
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|
||||
"checksum rayon 1.1.0 (registry+https://github.com/rust-lang/crates.io-index)" = "a4b0186e22767d5b9738a05eab7c6ac90b15db17e5b5f9bd87976dd7d89a10a4"
|
||||
"checksum rayon-core 1.5.0 (registry+https://github.com/rust-lang/crates.io-index)" = "ebbe0df8435ac0c397d467b6cad6d25543d06e8a019ef3f6af3c384597515bd2"
|
||||
"checksum scoped_threadpool 0.1.9 (registry+https://github.com/rust-lang/crates.io-index)" = "1d51f5df5af43ab3f1360b429fa5e0152ac5ce8c0bd6485cae490332e96846a8"
|
||||
"checksum scopeguard 0.3.3 (registry+https://github.com/rust-lang/crates.io-index)" = "94258f53601af11e6a49f722422f6e3425c52b06245a5cf9bc09908b174f5e27"
|
||||
"checksum syn 0.15.39 (registry+https://github.com/rust-lang/crates.io-index)" = "b4d960b829a55e56db167e861ddb43602c003c7be0bee1d345021703fac2fb7c"
|
||||
"checksum tiff 0.2.2 (registry+https://github.com/rust-lang/crates.io-index)" = "1e4834f28a0330cb9f3f2c87d2649dca723cb33802e2bdcf18da32759fbec7ce"
|
||||
"checksum unicode-xid 0.1.0 (registry+https://github.com/rust-lang/crates.io-index)" = "fc72304796d0818e357ead4e000d19c9c174ab23dc11093ac919054d20a6a7fc"
|
||||
checksum = "d8b77fdfd5a253be4ab714e4ffa3c49caf146b4de743e97510c0656cf90f1e8e"
|
||||
|
|
|
|||
|
|
@ -4,7 +4,7 @@ version = "0.1.0"
|
|||
authors = ["Thomas Forgione <thomas@tforgione.fr>"]
|
||||
|
||||
[dependencies]
|
||||
image = "0.21.2"
|
||||
image = "0.23"
|
||||
lazy_static = "0.2.11"
|
||||
|
||||
[[bin]]
|
||||
|
|
|
|||
93
src/lib.rs
93
src/lib.rs
|
|
@ -2,7 +2,7 @@
|
|||
extern crate lazy_static;
|
||||
extern crate image;
|
||||
|
||||
use image::{Pixel, GenericImage, ImageResult, Rgba, FilterType};
|
||||
use image::{imageops::FilterType, GenericImage, ImageResult, Pixel, Rgba};
|
||||
|
||||
lazy_static! {
|
||||
/// This values is 20 * log10(255)
|
||||
|
|
@ -12,19 +12,20 @@ lazy_static! {
|
|||
/// Compute a MSE between an image and its color.
|
||||
///
|
||||
/// Will panic an error if the two images don't have the same size.
|
||||
pub fn mse_color<P: Pixel<Subpixel=u8>, T: GenericImage<Pixel=P>>(img: &T, color: &Rgba<u8>) -> f64 {
|
||||
|
||||
pub fn mse_color<P: Pixel<Subpixel = u8>, T: GenericImage<Pixel = P>>(
|
||||
img: &T,
|
||||
color: &Rgba<u8>,
|
||||
) -> f64 {
|
||||
let mut mse = 0.0;
|
||||
|
||||
for x in 0..img.dimensions().0 {
|
||||
for y in 0..img.dimensions().1 {
|
||||
|
||||
let p1 = img.get_pixel(x, y).to_rgba();
|
||||
|
||||
let dx = p1.data[0] as f64 - color.data[0] as f64;
|
||||
let dy = p1.data[1] as f64 - color.data[1] as f64;
|
||||
let dz = p1.data[2] as f64 - color.data[2] as f64;
|
||||
let da = p1.data[3] as f64 - color.data[3] as f64;
|
||||
let dx = p1.0[0] as f64 - color.0[0] as f64;
|
||||
let dy = p1.0[1] as f64 - color.0[1] as f64;
|
||||
let dz = p1.0[2] as f64 - color.0[2] as f64;
|
||||
let da = p1.0[3] as f64 - color.0[3] as f64;
|
||||
|
||||
let dx = dx * dx;
|
||||
let dy = dy * dy;
|
||||
|
|
@ -41,22 +42,28 @@ pub fn mse_color<P: Pixel<Subpixel=u8>, T: GenericImage<Pixel=P>>(img: &T, color
|
|||
/// Compute a MSE between two images.
|
||||
///
|
||||
/// Will panic an error if the two images don't have the same size.
|
||||
pub fn mse<P1: Pixel<Subpixel=u8>, T1: GenericImage<Pixel=P1>, P2: Pixel<Subpixel=u8>, T2: GenericImage<Pixel=P2>>(img1: &T1, img2: &T2) -> f64 {
|
||||
|
||||
pub fn mse<
|
||||
P1: Pixel<Subpixel = u8>,
|
||||
T1: GenericImage<Pixel = P1>,
|
||||
P2: Pixel<Subpixel = u8>,
|
||||
T2: GenericImage<Pixel = P2>,
|
||||
>(
|
||||
img1: &T1,
|
||||
img2: &T2,
|
||||
) -> f64 {
|
||||
assert_eq!(img1.dimensions(), img2.dimensions());
|
||||
|
||||
let mut mse = 0.0;
|
||||
|
||||
for x in 0..img1.dimensions().0 {
|
||||
for y in 0..img1.dimensions().1 {
|
||||
|
||||
let p1 = img1.get_pixel(x, y).to_rgba();
|
||||
let p2 = img2.get_pixel(x, y).to_rgba();
|
||||
|
||||
let dx = p1.data[0] as f64 - p2.data[0] as f64;
|
||||
let dy = p1.data[1] as f64 - p2.data[1] as f64;
|
||||
let dz = p1.data[2] as f64 - p2.data[2] as f64;
|
||||
let da = p1.data[3] as f64 - p2.data[3] as f64;
|
||||
let dx = p1.0[0] as f64 - p2.0[0] as f64;
|
||||
let dy = p1.0[1] as f64 - p2.0[1] as f64;
|
||||
let dz = p1.0[2] as f64 - p2.0[2] as f64;
|
||||
let da = p1.0[3] as f64 - p2.0[3] as f64;
|
||||
|
||||
let dx = dx * dx;
|
||||
let dy = dy * dy;
|
||||
|
|
@ -71,18 +78,19 @@ pub fn mse<P1: Pixel<Subpixel=u8>, T1: GenericImage<Pixel=P1>, P2: Pixel<Subpixe
|
|||
}
|
||||
|
||||
/// Resizes img1 to the size of img2 and then compute the MSE between the images.
|
||||
pub fn mse_resized<P: 'static + Pixel<Subpixel=u8>, T: 'static + GenericImage<Pixel=P>>(img1: &T, img2: &T, filter: FilterType) -> f64 {
|
||||
|
||||
pub fn mse_resized<P: 'static + Pixel<Subpixel = u8>, T: 'static + GenericImage<Pixel = P>>(
|
||||
img1: &T,
|
||||
img2: &T,
|
||||
filter: FilterType,
|
||||
) -> f64 {
|
||||
let img1 = image::imageops::resize(img1, img2.width(), img2.height(), filter);
|
||||
mse(&img1, img2)
|
||||
|
||||
}
|
||||
|
||||
/// Compute the PSNR from the MSE.
|
||||
/// Returns 10 * log10(255^2) - 10 * log10(mse)
|
||||
pub fn mse_to_psnr(mse: f64) -> f64 {
|
||||
*TWENTY_LOG10_MAX - 10.0 * mse.log10()
|
||||
|
||||
}
|
||||
|
||||
/// Computes the PSNR between two images of the same sizes.
|
||||
|
|
@ -100,18 +108,19 @@ pub fn psnr_files(path1: &str, path2: &str) -> ImageResult<f64> {
|
|||
/// Compute a MSE between an image and its color.
|
||||
///
|
||||
/// Will panic an error if the two images don't have the same size.
|
||||
pub fn mse_color_without_alpha<P: Pixel<Subpixel=u8>, T: GenericImage<Pixel=P>>(img: &T, color: &Rgba<u8>) -> f64 {
|
||||
|
||||
pub fn mse_color_without_alpha<P: Pixel<Subpixel = u8>, T: GenericImage<Pixel = P>>(
|
||||
img: &T,
|
||||
color: &Rgba<u8>,
|
||||
) -> f64 {
|
||||
let mut mse = 0.0;
|
||||
|
||||
for x in 0..img.dimensions().0 {
|
||||
for y in 0..img.dimensions().1 {
|
||||
|
||||
let p1 = img.get_pixel(x, y).to_rgba();
|
||||
|
||||
let dx = p1.data[0] as f64 - color.data[0] as f64;
|
||||
let dy = p1.data[1] as f64 - color.data[1] as f64;
|
||||
let dz = p1.data[2] as f64 - color.data[2] as f64;
|
||||
let dx = p1.0[0] as f64 - color.0[0] as f64;
|
||||
let dy = p1.0[1] as f64 - color.0[1] as f64;
|
||||
let dz = p1.0[2] as f64 - color.0[2] as f64;
|
||||
|
||||
let dx = dx * dx;
|
||||
let dy = dy * dy;
|
||||
|
|
@ -127,21 +136,27 @@ pub fn mse_color_without_alpha<P: Pixel<Subpixel=u8>, T: GenericImage<Pixel=P>>(
|
|||
/// Compute a MSE between two images.
|
||||
///
|
||||
/// Will panic an error if the two images don't have the same size.
|
||||
pub fn mse_without_alpha<P1: Pixel<Subpixel=u8>, T1: GenericImage<Pixel=P1>, P2: Pixel<Subpixel=u8>, T2: GenericImage<Pixel=P2>>(img1: &T1, img2: &T2) -> f64 {
|
||||
|
||||
pub fn mse_without_alpha<
|
||||
P1: Pixel<Subpixel = u8>,
|
||||
T1: GenericImage<Pixel = P1>,
|
||||
P2: Pixel<Subpixel = u8>,
|
||||
T2: GenericImage<Pixel = P2>,
|
||||
>(
|
||||
img1: &T1,
|
||||
img2: &T2,
|
||||
) -> f64 {
|
||||
assert_eq!(img1.dimensions(), img2.dimensions());
|
||||
|
||||
let mut mse = 0.0;
|
||||
|
||||
for x in 0..img1.dimensions().0 {
|
||||
for y in 0..img1.dimensions().1 {
|
||||
|
||||
let p1 = img1.get_pixel(x, y).to_rgba();
|
||||
let p2 = img2.get_pixel(x, y).to_rgba();
|
||||
|
||||
let dx = p1.data[0] as f64 - p2.data[0] as f64;
|
||||
let dy = p1.data[1] as f64 - p2.data[1] as f64;
|
||||
let dz = p1.data[2] as f64 - p2.data[2] as f64;
|
||||
let dx = p1.0[0] as f64 - p2.0[0] as f64;
|
||||
let dy = p1.0[1] as f64 - p2.0[1] as f64;
|
||||
let dz = p1.0[2] as f64 - p2.0[2] as f64;
|
||||
|
||||
let dx = dx * dx;
|
||||
let dy = dy * dy;
|
||||
|
|
@ -155,15 +170,23 @@ pub fn mse_without_alpha<P1: Pixel<Subpixel=u8>, T1: GenericImage<Pixel=P1>, P2:
|
|||
}
|
||||
|
||||
/// Resizes img1 to the size of img2 and then compute the MSE between the images.
|
||||
pub fn mse_resized_without_alpha<P: 'static + Pixel<Subpixel=u8>, T: 'static + GenericImage<Pixel=P>>(img1: &T, img2: &T, filter: FilterType) -> f64 {
|
||||
|
||||
pub fn mse_resized_without_alpha<
|
||||
P: 'static + Pixel<Subpixel = u8>,
|
||||
T: 'static + GenericImage<Pixel = P>,
|
||||
>(
|
||||
img1: &T,
|
||||
img2: &T,
|
||||
filter: FilterType,
|
||||
) -> f64 {
|
||||
let img1 = image::imageops::resize(img1, img2.width(), img2.height(), filter);
|
||||
mse_without_alpha(&img1, img2)
|
||||
|
||||
}
|
||||
|
||||
/// Computes the PSNR between two images of the same sizes.
|
||||
pub fn psnr_without_alpha<P: Pixel<Subpixel=u8>, T: GenericImage<Pixel=P>>(img1: &T, img2: &T) -> f64 {
|
||||
pub fn psnr_without_alpha<P: Pixel<Subpixel = u8>, T: GenericImage<Pixel = P>>(
|
||||
img1: &T,
|
||||
img2: &T,
|
||||
) -> f64 {
|
||||
*TWENTY_LOG10_MAX - 10.0 * mse_without_alpha(img1, img2).log10()
|
||||
}
|
||||
|
||||
|
|
|
|||
Loading…
Reference in New Issue