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Encoding and decoding images in Rust
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image-rs/image
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This crate provides basic image processing functions and methods for converting to and from various image formats.
All image processing functions provided operate on types that implement theGenericImageView
andGenericImage
traits and return anImageBuffer
.
Load images using [ImageReader
]:
use std::io::Cursor;use image::ImageReader;let img =ImageReader::open("myimage.png")?.decode()?;let img2 =ImageReader::new(Cursor::new(bytes)).with_guessed_format()?.decode()?;
And save them using [save
] or [write_to
] methods:
img.save("empty.jpg")?;letmut bytes:Vec<u8> =Vec::new();img2.write_to(&mutCursor::new(&mut bytes), image::ImageFormat::Png)?;
With default features enabled,image
provides implementations of many commonimage format encoders and decoders.
Format | Decoding | Encoding |
---|---|---|
AVIF | Yes * | Yes (lossy only) |
BMP | Yes | Yes |
DDS | Yes | --- |
Farbfeld | Yes | Yes |
GIF | Yes | Yes |
HDR | Yes | Yes |
ICO | Yes | Yes |
JPEG | Yes | Yes |
EXR | Yes | Yes |
PNG | Yes | Yes |
PNM | Yes | Yes |
QOI | Yes | Yes |
TGA | Yes | Yes |
TIFF | Yes | Yes |
WebP | Yes | Yes (lossless only) |
- * Requires the
avif-native
feature, uses the libdav1d C library.
This crate provides a number of different types for representing images.Individual pixels within images are indexed with (0,0) at the top left corner.
An image parameterised by its Pixel type, represented by a width and height anda vector of pixels. It provides direct access to its pixels and implements theGenericImageView
andGenericImage
traits.
ADynamicImage
is an enumeration over all supportedImageBuffer<P>
types.Its exact image type is determined at runtime. It is the type returned whenopening an image. For convenienceDynamicImage
reimplements all imageprocessing functions.
TheGenericImageView
andGenericImage
Traits
Traits that provide methods for inspecting (GenericImageView
) and manipulating (GenericImage
) images, parameterised over the image's pixel type.
A view into another image, delimited by the coordinates of a rectangle.The coordinates given set the position of the top left corner of the rectangle.This is used to perform image processing functions on a subregion of an image.
TheImageDecoder
andImageDecoderRect
Traits
All image format decoders implement theImageDecoder
trait which providebasic methods for getting image metadata and decoding images. Some formatsadditionally provideImageDecoderRect
implementations which allow fordecoding only part of an image at once.
The most important methods for decoders are...
- dimensions: Return a tuple containing the width and height of the image.
- color_type: Return the color type of the image data produced by this decoder.
- read_image: Decode the entire image into a slice of bytes.
image
provides the following pixel types:
- Rgb: RGB pixel
- Rgba: RGB with alpha (RGBA pixel)
- Luma: Grayscale pixel
- LumaA: Grayscale with alpha
All pixels are parameterised by their component type.
These are the functions defined in theimageops
module. All functions operate on types that implement theGenericImage
trait.Note that some of the functions are very slow in debug mode. Make sure to use release mode if you experience any performance issues.
- blur: Performs a Gaussian blur on the supplied image.
- brighten: Brighten the supplied image.
- huerotate: Hue rotate the supplied image by degrees.
- contrast: Adjust the contrast of the supplied image.
- crop: Return a mutable view into an image.
- filter3x3: Perform a 3x3 box filter on the supplied image.
- flip_horizontal: Flip an image horizontally.
- flip_vertical: Flip an image vertically.
- grayscale: Convert the supplied image to grayscale.
- invert: Invert each pixel within the supplied image This function operates in place.
- resize: Resize the supplied image to the specified dimensions.
- rotate180: Rotate an image 180 degrees clockwise.
- rotate270: Rotate an image 270 degrees clockwise.
- rotate90: Rotate an image 90 degrees clockwise.
- unsharpen: Performs an unsharpen mask on the supplied image.
For more options, see theimageproc
crate.
image
provides theopen
function for opening images from a path. The imageformat is determined from the path's file extension. Anio
module provides areader which offer some more control.
use image::GenericImageView;// Use the open function to load an image from a Path.// `open` returns a `DynamicImage` on success.let img = image::open("tests/images/jpg/progressive/cat.jpg").unwrap();// The dimensions method returns the images width and height.println!("dimensions {:?}", img.dimensions());// The color method returns the image's `ColorType`.println!("{:?}", img.color());// Write the contents of this image to the Writer in PNG format.img.save("test.png").unwrap();
//! An example of generating julia fractals.let imgx =800;let imgy =800;let scalex =3.0 / imgxasf32;let scaley =3.0 / imgyasf32;// Create a new ImgBuf with width: imgx and height: imgyletmut imgbuf = image::ImageBuffer::new(imgx, imgy);// Iterate over the coordinates and pixels of the imagefor(x, y, pixel)in imgbuf.enumerate_pixels_mut(){let r =(0.3* xasf32)asu8;let b =(0.3* yasf32)asu8;*pixel = image::Rgb([r,0, b]);}// A redundant loop to demonstrate reading image datafor xin0..imgx{for yin0..imgy{let cx = yasf32* scalex -1.5;let cy = xasf32* scaley -1.5;let c = num_complex::Complex::new(-0.4,0.6);letmut z = num_complex::Complex::new(cx, cy);letmut i =0;while i <255 && z.norm() <=2.0{ z = z* z + c; i +=1;}let pixel = imgbuf.get_pixel_mut(x, y);let image::Rgb(data) =*pixel;*pixel = image::Rgb([data[0], iasu8, data[2]]);}}// Save the image as “fractal.png”, the format is deduced from the pathimgbuf.save("fractal.png").unwrap();
Example output:
If the high level interface is not needed because the image was obtained by other means,image
provides the functionsave_buffer
to save a buffer to a file.
let buffer:&[u8] =unimplemented!();// Generate the image data// Save the buffer as "image.png"image::save_buffer("image.png", buffer,800,600, image::ExtendedColorType::Rgb8).unwrap()
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Encoding and decoding images in Rust
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