fast resize, now higher quality; keep aspect ratio
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0521e103ec
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a1fa13b6e5
6 changed files with 160 additions and 60 deletions
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@ -2,29 +2,39 @@ use crate::{
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cli::ImageProcessingOptions,
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ledwand_dither::{blur, histogram_correction, median_brightness, ostromoukhov_dither, sharpen},
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};
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use image::{
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imageops::{resize, FilterType},
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DynamicImage, ImageBuffer, Luma,
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};
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use fast_image_resize::{ResizeOptions, Resizer};
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use image::{DynamicImage, GrayImage};
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use log::{debug, trace};
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use servicepoint::{Bitmap, Grid, PIXEL_HEIGHT, PIXEL_WIDTH, TILE_HEIGHT, TILE_SIZE};
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use std::time::Instant;
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use std::{default::Default, time::Instant};
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#[derive(Debug)]
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pub struct ImageProcessingPipeline {
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options: ImageProcessingOptions,
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resizer: Resizer,
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render_size: (usize, usize),
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}
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const SPACER_HEIGHT: usize = TILE_SIZE / 2;
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const PIXEL_HEIGHT_INCLUDING_SPACERS: usize = SPACER_HEIGHT * (TILE_HEIGHT - 1) + PIXEL_HEIGHT;
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impl ImageProcessingPipeline {
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pub fn new(options: ImageProcessingOptions) -> Self {
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debug!("Creating image pipeline: {:?}", options);
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Self { options }
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let spacers_height = if options.no_spacers {
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0
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} else {
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SPACER_HEIGHT * (TILE_HEIGHT - 1)
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};
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Self {
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options,
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resizer: Resizer::new(),
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render_size: (PIXEL_WIDTH, PIXEL_HEIGHT + spacers_height),
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}
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}
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pub fn process(&self, frame: DynamicImage) -> Bitmap {
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pub fn process(&mut self, frame: DynamicImage) -> Bitmap {
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let start_time = Instant::now();
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let frame = self.resize_grayscale(frame);
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@ -35,34 +45,31 @@ impl ImageProcessingPipeline {
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result = Self::remove_spacers(result);
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}
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trace!("image processing took {:?}", start_time.elapsed());
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trace!("pipeline took {:?}", start_time.elapsed());
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result
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}
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fn resize_grayscale(&self, frame: DynamicImage) -> ImageBuffer<Luma<u8>, Vec<u8>> {
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// TODO: keep aspect ratio
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// TODO: make it work for non-maximum sizes
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fn resize_grayscale(&mut self, frame: DynamicImage) -> GrayImage {
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let start_time = Instant::now();
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let frame = frame.grayscale().to_luma8();
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let (scaled_width, scaled_height) = self.fit_size((frame.width(), frame.height()));
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let mut dst_image = DynamicImage::new(scaled_width, scaled_height, frame.color());
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let target_height = if self.options.no_spacers {
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PIXEL_HEIGHT
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} else {
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PIXEL_HEIGHT_INCLUDING_SPACERS
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};
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self.resizer
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.resize(&frame, &mut dst_image, &ResizeOptions::default())
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.expect("image resize failed");
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resize(
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&frame,
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PIXEL_WIDTH as u32,
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target_height as u32,
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FilterType::Nearest,
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)
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trace!("resizing took {:?}", start_time.elapsed());
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let start_time = Instant::now();
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let result = dst_image.into_luma8();
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trace!("grayscale took {:?}", start_time.elapsed());
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result
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}
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fn grayscale_processing(
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&self,
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mut frame: ImageBuffer<Luma<u8>, Vec<u8>>,
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) -> ImageBuffer<Luma<u8>, Vec<u8>> {
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fn grayscale_processing(&self, mut frame: GrayImage) -> GrayImage {
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let start_time = Instant::now();
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if !self.options.no_hist {
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histogram_correction(&mut frame);
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}
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@ -78,35 +85,78 @@ impl ImageProcessingPipeline {
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sharpen(&orig, &mut frame);
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std::mem::swap(&mut frame, &mut orig);
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}
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trace!("image processing took {:?}", start_time.elapsed());
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orig
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}
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fn grayscale_to_bitmap(&self, orig: ImageBuffer<Luma<u8>, Vec<u8>>) -> Bitmap {
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if self.options.no_dither {
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fn grayscale_to_bitmap(&self, orig: GrayImage) -> Bitmap {
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let start_time = Instant::now();
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let result = if self.options.no_dither {
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let cutoff = median_brightness(&orig);
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let bits = orig.iter().map(move |x| x > &cutoff).collect();
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Bitmap::from_bitvec(orig.width() as usize, bits)
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} else {
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ostromoukhov_dither(orig, u8::MAX / 2)
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}
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};
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trace!("bitmap conversion took {:?}", start_time.elapsed());
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result
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}
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fn remove_spacers(bitmap: Bitmap) -> Bitmap {
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let mut result = Bitmap::max_sized();
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fn remove_spacers(source: Bitmap) -> Bitmap {
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let start_time = Instant::now();
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let full_tile_rows_with_spacers = source.height() / (TILE_SIZE + SPACER_HEIGHT);
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let remaining_pixel_rows = source.height() % (TILE_SIZE + SPACER_HEIGHT);
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let total_spacer_height = full_tile_rows_with_spacers * SPACER_HEIGHT
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+ remaining_pixel_rows.saturating_sub(TILE_SIZE);
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let height_without_spacers = source.height() - total_spacer_height;
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trace!(
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"spacers take up {total_spacer_height}, resulting in height {height_without_spacers}"
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);
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let mut result = Bitmap::new(source.width(), height_without_spacers);
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let mut source_y = 0;
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for result_y in 0..result.height() {
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if result_y != 0 && result_y % TILE_SIZE == 0 {
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source_y += 4;
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}
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for x in 0..result.width() {
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result.set(x, result_y, bitmap.get(x, source_y));
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result.set(x, result_y, source.get(x, source_y));
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}
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if result_y != 0 && result_y % TILE_SIZE == 0 {
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source_y += SPACER_HEIGHT;
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}
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source_y += 1;
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}
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trace!("removing spacers took {:?}", start_time.elapsed());
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result
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}
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fn fit_size(&self, source: (u32, u32)) -> (u32, u32) {
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let (source_width, source_height) = source;
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let (target_width, target_height) = self.render_size;
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debug_assert_eq!(target_width % TILE_SIZE, 0);
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let width_scale = target_width as f32 / source_width as f32;
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let height_scale = target_height as f32 / source_height as f32;
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let scale = f32::min(width_scale, height_scale);
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let height = (source_height as f32 * scale) as u32;
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let mut width = (source_width as f32 * scale) as u32;
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if width % TILE_SIZE as u32 != 0 {
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// because we do not have many pixels, round up even if it is a worse fit
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width += 8 - width % 8;
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}
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let result = (width, height);
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trace!(
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"scaling {:?} to {:?} to fit {:?}",
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source,
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result,
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self.render_size
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);
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result
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}
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}
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