Add chromticities extraction feature.

This commit is contained in:
Nathan Vegdahl 2022-04-22 19:01:37 -07:00
parent a6cac908b8
commit 8563e1cf0c

View File

@ -5,9 +5,8 @@ mod test_image;
use std::{fs::File, io::BufWriter, path::Path};
use clap::{Arg, Command};
// use colorbox::transfer_functions::srgb;
use test_image::{GRADIENT_LEN, RES_X, RES_Y};
use test_image::{rgb_idx, GRADIENT_LEN, RES_X, RES_Y, TABLE_SIZE};
const VERSION: &str = env!("CARGO_PKG_VERSION");
const LUT_LEN: usize = 1 << 12;
@ -31,6 +30,12 @@ fn main() {
.long("test_image")
.help("Generates the test EXR file."),
)
.arg(
Arg::new("chromaticities")
.short('c')
.long("chroma")
.help("Extract chromaticities instead of a transfer function"),
)
.get_matches();
if args.is_present("test_image") {
@ -62,59 +67,90 @@ fn main() {
image
};
// Fetch the transfer function LUT.
let gray = &mut input_image[test_image::gray_idx(0)..test_image::gray_idx(GRADIENT_LEN)];
if args.is_present("chromaticities") {
// Get the "pure" red, green, blue, and white pixels.
// These should have been transformed into XYZ space.
let idx = TABLE_SIZE / 2;
let r = input_image[rgb_idx(idx, 0, 0)];
let g = input_image[rgb_idx(0, idx, 0)];
let b = input_image[rgb_idx(0, 0, idx)];
let w = input_image[rgb_idx(idx, idx, idx)];
// Attempt to find an analytic log-linear function that matches
// the transfer function.
let avg_lut: Vec<f32> = gray
.iter()
.map(|rgb| ((rgb[0] as f64 + rgb[1] as f64 + rgb[2] as f64) / 3.0) as f32)
.collect();
optimize_log::find_parameters(&avg_lut);
let xy_chroma = |xyz: [f32; 3]| {
let sum = xyz[0] + xyz[1] + xyz[2];
(xyz[0] / sum, xyz[1] / sum)
};
// Build the LUT for export.
let mut prev = gray[0];
for rgb in gray.iter_mut() {
// Ensure montonicity.
if rgb[0] < prev[0] {
rgb[0] = prev[0];
let r_xy = xy_chroma(r);
let g_xy = xy_chroma(g);
let b_xy = xy_chroma(b);
let w_xy = xy_chroma(w);
println!("Chromaticities (assuming XYZ input):");
println!("R: ({}, {})", r_xy.0, r_xy.1);
println!("G: ({}, {})", g_xy.0, g_xy.1);
println!("B: ({}, {})", b_xy.0, b_xy.1);
println!("W: ({}, {})", w_xy.0, w_xy.1);
} else {
// Fetch the transfer function LUT.
let gray =
&mut input_image[test_image::gray_idx(0)..test_image::gray_idx(GRADIENT_LEN)];
// Attempt to find an analytic log-linear function that matches
// the transfer function.
let avg_lut: Vec<f32> = gray
.iter()
.map(|rgb| ((rgb[0] as f64 + rgb[1] as f64 + rgb[2] as f64) / 3.0) as f32)
.collect();
optimize_log::find_parameters(&avg_lut);
// Build the LUT for export.
let mut prev = gray[0];
for rgb in gray.iter_mut() {
// Ensure montonicity.
if rgb[0] < prev[0] {
rgb[0] = prev[0];
}
if rgb[1] < prev[1] {
rgb[1] = prev[1];
}
if rgb[2] < prev[2] {
rgb[2] = prev[2];
}
prev = *rgb;
}
if rgb[1] < prev[1] {
rgb[1] = prev[1];
let mut gray_r = Vec::with_capacity(LUT_LEN);
let mut gray_g = Vec::with_capacity(LUT_LEN);
let mut gray_b = Vec::with_capacity(LUT_LEN);
let mut gray_avg = Vec::with_capacity(LUT_LEN);
for i in 0..LUT_LEN {
let t = i as f32 / (LUT_LEN - 1) as f32;
let rgb = lerp_slice_3(gray, t);
gray_r.push(rgb[0]);
gray_g.push(rgb[1]);
gray_b.push(rgb[2]);
gray_avg.push(lerp_slice(&avg_lut, t));
}
if rgb[2] < prev[2] {
rgb[2] = prev[2];
}
prev = *rgb;
// Write the LUT files.
colorbox::formats::cube::write_1d(
BufWriter::new(
File::create(&Path::new(input_path).with_extension("cube")).unwrap(),
),
[(0.0, 1.0); 3],
[&gray_r, &gray_g, &gray_b],
)
.unwrap();
colorbox::formats::spi1d::write(
BufWriter::new(
File::create(&Path::new(input_path).with_extension("spi1d")).unwrap(),
),
0.0,
1.0,
&[&gray_avg],
)
.unwrap();
}
let mut gray_r = Vec::with_capacity(LUT_LEN);
let mut gray_g = Vec::with_capacity(LUT_LEN);
let mut gray_b = Vec::with_capacity(LUT_LEN);
let mut gray_avg = Vec::with_capacity(LUT_LEN);
for i in 0..LUT_LEN {
let t = i as f32 / (LUT_LEN - 1) as f32;
let rgb = lerp_slice_3(gray, t);
gray_r.push(rgb[0]);
gray_g.push(rgb[1]);
gray_b.push(rgb[2]);
gray_avg.push(lerp_slice(&avg_lut, t));
}
// Write the LUT files.
colorbox::formats::cube::write_1d(
BufWriter::new(File::create(&Path::new(input_path).with_extension("cube")).unwrap()),
[(0.0, 1.0); 3],
[&gray_r, &gray_g, &gray_b],
)
.unwrap();
colorbox::formats::spi1d::write(
BufWriter::new(File::create(&Path::new(input_path).with_extension("spi1d")).unwrap()),
0.0,
1.0,
&[&gray_avg],
)
.unwrap();
}
}