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Improved DCT decoding and ergonomics
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parent
41158066ec
commit
9a639974a2
3 changed files with 112 additions and 25 deletions
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@ -1,5 +1,7 @@
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use std::f32::consts::{PI, SQRT_2};
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use crate::header::ColorFormat;
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/// Perform a Discrete Cosine Transform on the input matrix.
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pub fn dct(input: &[u8], width: usize, height: usize) -> Vec<f32> {
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if input.len() != width * height {
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@ -133,7 +135,10 @@ pub fn dequantize(input: &[i16], quant_matrix: [u16; 64]) -> Vec<f32> {
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input.iter().zip(quant_matrix).map(|(v, q)| (*v as i16 * q as i16) as f32).collect()
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}
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pub fn dct_compress(input: &[u8], width: u32, height: u32, quality: u32) -> (Vec<Vec<i16>>, usize, usize) {
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/// Take in an image encoded in some [`ColorFormat`] and perform DCT on it,
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/// returning the modified data. This function also pads the image dimensions
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/// to a multiple of 8, which must be reversed when decoding.
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pub fn dct_compress(input: &[u8], width: u32, height: u32, parameters: DctParameters) -> DctImage {
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let new_width = width as usize + (8 - width % 8) as usize;
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let new_height = height as usize + (8 - height % 8) as usize;
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let mut img_2d: Vec<Vec<u8>> = input.windows(width as usize).step_by(width as usize).map(|r| r.to_vec()).collect();
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@ -141,6 +146,8 @@ pub fn dct_compress(input: &[u8], width: u32, height: u32, quality: u32) -> (Vec
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img_2d.resize(new_height, vec![0u8; new_width]);
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let mut dct_image = Vec::new();
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for _ in 0..1 {
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let mut dct_channel = Vec::new();
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for h in 0..new_height / 8 {
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for w in 0..new_width / 8 {
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let mut chunk = Vec::new();
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@ -151,13 +158,53 @@ pub fn dct_compress(input: &[u8], width: u32, height: u32, quality: u32) -> (Vec
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// Perform the DCT on the image section
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let dct: Vec<f32> = dct(&chunk, 8, 8);
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let quantzied_dct = quantize(&dct, quantization_matrix(quality));
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let quantzied_dct = quantize(&dct, quantization_matrix(parameters.quality));
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dct_image.push(quantzied_dct);
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dct_channel.extend_from_slice(&quantzied_dct);
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}
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}
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dct_image.push(dct_channel);
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}
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(dct_image, new_width, new_height)
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DctImage {
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channels: dct_image,
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width: new_width as u32,
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height: new_height as u32
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}
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}
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/// Parameters to pass to the [`dct_compress`] function.
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pub struct DctParameters {
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/// A quality level from 1-100. Higher values provide better results.
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/// Default value is 80.
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pub quality: u32,
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/// The color format of the input bytes.
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///
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/// Since DCT can only process one channel at a time, knowing the format
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/// is important.
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pub format: ColorFormat,
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}
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impl Default for DctParameters {
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fn default() -> Self {
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Self {
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quality: 80,
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format: ColorFormat::Rgba32
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}
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}
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}
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/// The results of DCT compression
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pub struct DctImage {
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/// The DCT encoded version of each channel.
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pub channels: Vec<Vec<i16>>,
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/// New width after padding.
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pub width: u32,
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/// New height after padding.
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pub height: u32,
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}
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#[cfg(test)]
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@ -39,3 +39,35 @@ pub enum ColorFormat {
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/// RGB, 8 bits per channel
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Rgb24,
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}
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impl ColorFormat {
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/// Bits per color channel.
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///
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/// Ex. Rgba32 has `8bpc`
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pub fn bpc(&self) -> u8 {
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match self {
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ColorFormat::Rgba32 => 8,
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ColorFormat::Rgb24 => 8,
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}
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}
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/// Bits per pixel.
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///
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/// Ex. Rgba32 has `32bpp`
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pub fn bpp(&self) -> u16 {
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match self {
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ColorFormat::Rgba32 => 32,
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ColorFormat::Rgb24 => 24,
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}
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}
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/// Number of color channels.
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///
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/// Ex. Rgba32 has `4` channels
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pub fn channels(self) -> u16 {
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match self {
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ColorFormat::Rgba32 => 4,
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ColorFormat::Rgb24 => 3,
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}
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}
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}
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30
src/main.rs
30
src/main.rs
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@ -7,33 +7,39 @@ mod header;
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mod operations;
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pub mod picture;
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use header::ColorFormat;
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use picture::DangoPicture;
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use std::{
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fs::File,
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io::{BufReader, BufWriter, Write},
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time::Instant,
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};
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use compression::{dct::{dct, dct_compress, dequantize, idct, quantization_matrix, quantize}, lossless};
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use compression::{dct::{dct, dct_compress, dequantize, idct, quantization_matrix, quantize, DctParameters}, lossless};
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use image::{ColorType, DynamicImage, GenericImage, GrayImage, Luma, Rgba};
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use image::{GenericImage, GrayImage, Luma};
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fn main() {
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let input = image::open("transparent.png").unwrap().to_luma8();
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let input = image::open("test_input.png").unwrap().to_luma8();
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input.save("original.png").unwrap();
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let (dct_image, new_width, new_height) = dct_compress(input.as_raw(), input.width(), input.height(), 100);
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let compressed_dct = lossless::compress(&dct_image.iter().flatten().flat_map(|b| b.to_le_bytes()).collect::<Vec<u8>>());
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let mut dct_save = File::create("dct_raw.dct").unwrap();
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dct_save.write_all(&compressed_dct.0).unwrap();
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let dct_result = dct_compress(
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input.as_raw(),
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input.width(),
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input.height(),
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DctParameters {
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quality: 100,
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format: ColorFormat::Rgba32,
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}
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);
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let mut decoded_image = GrayImage::new(new_width as u32, new_height as u32);
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for (i, chunk) in dct_image.iter().enumerate() {
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let mut decoded_image = GrayImage::new(dct_result.width, dct_result.height);
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for (i, chunk) in dct_result.channels[0].windows(64).step_by(64).enumerate() {
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let dequantized_dct = dequantize(chunk, quantization_matrix(100));
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let original = idct(&dequantized_dct, 8, 8);
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// Write rows of blocks
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let start_x = (i * 8) % (new_width as usize);
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let start_y = ((i * 8) / new_width as usize) * 8;
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let start_x = (i * 8) % dct_result.width as usize;
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let start_y = ((i * 8) / dct_result.width as usize) * 8;
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let mut sub = decoded_image.sub_image(start_x as u32, start_y as u32, 8, 8);
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for y in 0..8 {
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@ -42,6 +48,8 @@ fn main() {
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sub.put_pixel(x, y, Luma([value]))
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}
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}
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decoded_image.save(format!("test.png")).unwrap();
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}
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decoded_image.save(format!("test.png")).unwrap();
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