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use crate::video::decode::Decoder;
use crate::video::pixel::CastFromPrimitive;
use crate::video::pixel::Pixel;
use crate::video::ChromaWeight;
use crate::video::{FrameInfo, PlanarMetrics, VideoMetric};
use std::error::Error;
use v_frame::plane::Plane;
#[inline]
pub fn calculate_video_psnr_hvs<D: Decoder, F: Fn(usize) + Send>(
decoder1: &mut D,
decoder2: &mut D,
frame_limit: Option<usize>,
progress_callback: F,
) -> Result<PlanarMetrics, Box<dyn Error>> {
let cweight = Some(
decoder1
.get_video_details()
.chroma_sampling
.get_chroma_weight(),
);
PsnrHvs { cweight }.process_video(decoder1, decoder2, frame_limit, progress_callback)
}
#[inline]
pub fn calculate_frame_psnr_hvs<T: Pixel>(
frame1: &FrameInfo<T>,
frame2: &FrameInfo<T>,
) -> Result<PlanarMetrics, Box<dyn Error>> {
let processor = PsnrHvs::default();
let result = processor.process_frame(frame1, frame2)?;
let cweight = frame1.chroma_sampling.get_chroma_weight();
Ok(PlanarMetrics {
y: log10_convert(result.y, 1.0),
u: log10_convert(result.u, 1.0),
v: log10_convert(result.v, 1.0),
avg: log10_convert(
result.y + cweight * (result.u + result.v),
1.0 + 2.0 * cweight,
),
})
}
#[derive(Default)]
struct PsnrHvs {
pub cweight: Option<f64>,
}
impl VideoMetric for PsnrHvs {
type FrameResult = PlanarMetrics;
type VideoResult = PlanarMetrics;
fn process_frame<T: Pixel>(
&self,
frame1: &FrameInfo<T>,
frame2: &FrameInfo<T>,
) -> Result<Self::FrameResult, Box<dyn Error>> {
frame1.can_compare(frame2)?;
let bit_depth = frame1.bit_depth;
let mut y = 0.0;
let mut u = 0.0;
let mut v = 0.0;
rayon::scope(|s| {
s.spawn(|_| {
y = calculate_plane_psnr_hvs(&frame1.planes[0], &frame2.planes[0], 0, bit_depth)
});
s.spawn(|_| {
u = calculate_plane_psnr_hvs(&frame1.planes[1], &frame2.planes[1], 1, bit_depth)
});
s.spawn(|_| {
v = calculate_plane_psnr_hvs(&frame1.planes[2], &frame2.planes[2], 2, bit_depth)
});
});
Ok(PlanarMetrics {
y,
u,
v,
avg: 0.,
})
}
fn aggregate_frame_results(
&self,
metrics: &[Self::FrameResult],
) -> Result<Self::VideoResult, Box<dyn Error>> {
let cweight = self.cweight.unwrap_or(1.0);
let sum_y = metrics.iter().map(|m| m.y).sum::<f64>();
let sum_u = metrics.iter().map(|m| m.u).sum::<f64>();
let sum_v = metrics.iter().map(|m| m.v).sum::<f64>();
Ok(PlanarMetrics {
y: log10_convert(sum_y, 1. / metrics.len() as f64),
u: log10_convert(sum_u, 1. / metrics.len() as f64),
v: log10_convert(sum_v, 1. / metrics.len() as f64),
avg: log10_convert(
sum_y + cweight * (sum_u + sum_v),
(1. + 2. * cweight) * 1. / metrics.len() as f64,
),
})
}
}
#[rustfmt::skip]
const CSF_Y: [[f64; 8]; 8] = [
[1.6193873005, 2.2901594831, 2.08509755623, 1.48366094411, 1.00227514334, 0.678296995242, 0.466224900598, 0.3265091542],
[2.2901594831, 1.94321815382, 2.04793073064, 1.68731108984, 1.2305666963, 0.868920337363, 0.61280991668, 0.436405793551],
[2.08509755623, 2.04793073064, 1.34329019223, 1.09205635862, 0.875748795257, 0.670882927016, 0.501731932449, 0.372504254596],
[1.48366094411, 1.68731108984, 1.09205635862, 0.772819797575, 0.605636379554, 0.48309405692, 0.380429446972, 0.295774038565],
[1.00227514334, 1.2305666963, 0.875748795257, 0.605636379554, 0.448996256676, 0.352889268808, 0.283006984131, 0.226951348204],
[0.678296995242, 0.868920337363, 0.670882927016, 0.48309405692, 0.352889268808, 0.27032073436, 0.215017739696, 0.17408067321],
[0.466224900598, 0.61280991668, 0.501731932449, 0.380429446972, 0.283006984131, 0.215017739696, 0.168869545842, 0.136153931001],
[0.3265091542, 0.436405793551, 0.372504254596, 0.295774038565, 0.226951348204, 0.17408067321, 0.136153931001, 0.109083846276]
];
#[rustfmt::skip]
const CSF_CB420: [[f64; 8]; 8] = [
[1.91113096927, 2.46074210438, 1.18284184739, 1.14982565193, 1.05017074788, 0.898018824055, 0.74725392039, 0.615105596242],
[2.46074210438, 1.58529308355, 1.21363250036, 1.38190029285, 1.33100189972, 1.17428548929, 0.996404342439, 0.830890433625],
[1.18284184739, 1.21363250036, 0.978712413627, 1.02624506078, 1.03145147362, 0.960060382087, 0.849823426169, 0.731221236837],
[1.14982565193, 1.38190029285, 1.02624506078, 0.861317501629, 0.801821139099, 0.751437590932, 0.685398513368, 0.608694761374],
[1.05017074788, 1.33100189972, 1.03145147362, 0.801821139099, 0.676555426187, 0.605503172737, 0.55002013668, 0.495804539034],
[0.898018824055, 1.17428548929, 0.960060382087, 0.751437590932, 0.605503172737, 0.514674450957, 0.454353482512, 0.407050308965],
[0.74725392039, 0.996404342439, 0.849823426169, 0.685398513368, 0.55002013668, 0.454353482512, 0.389234902883, 0.342353999733],
[0.615105596242, 0.830890433625, 0.731221236837, 0.608694761374, 0.495804539034, 0.407050308965, 0.342353999733, 0.295530605237]
];
#[rustfmt::skip]
const CSF_CR420: [[f64; 8]; 8] = [
[2.03871978502, 2.62502345193, 1.26180942886, 1.11019789803, 1.01397751469, 0.867069376285, 0.721500455585, 0.593906509971],
[2.62502345193, 1.69112867013, 1.17180569821, 1.3342742857, 1.28513006198, 1.13381474809, 0.962064122248, 0.802254508198],
[1.26180942886, 1.17180569821, 0.944981930573, 0.990876405848, 0.995903384143, 0.926972725286, 0.820534991409, 0.706020324706],
[1.11019789803, 1.3342742857, 0.990876405848, 0.831632933426, 0.77418706195, 0.725539939514, 0.661776842059, 0.587716619023],
[1.01397751469, 1.28513006198, 0.995903384143, 0.77418706195, 0.653238524286, 0.584635025748, 0.531064164893, 0.478717061273],
[0.867069376285, 1.13381474809, 0.926972725286, 0.725539939514, 0.584635025748, 0.496936637883, 0.438694579826, 0.393021669543],
[0.721500455585, 0.962064122248, 0.820534991409, 0.661776842059, 0.531064164893, 0.438694579826, 0.375820256136, 0.330555063063],
[0.593906509971, 0.802254508198, 0.706020324706, 0.587716619023, 0.478717061273, 0.393021669543, 0.330555063063, 0.285345396658]
];
fn calculate_plane_psnr_hvs<T: Pixel>(
plane1: &Plane<T>,
plane2: &Plane<T>,
plane_idx: usize,
bit_depth: usize,
) -> f64 {
const STEP: usize = 7;
let mut result = 0.0;
let mut pixels = 0usize;
let csf = match plane_idx {
0 => &CSF_Y,
1 => &CSF_CB420,
2 => &CSF_CR420,
_ => unreachable!(),
};
const CSF_MULTIPLIER: f64 = 0.3885746225901003;
let mut mask = [[0.0; 8]; 8];
for x in 0..8 {
for y in 0..8 {
mask[x][y] = (csf[x][y] * CSF_MULTIPLIER).powi(2);
}
}
let height = plane1.cfg.height;
let width = plane1.cfg.width;
let stride = plane1.cfg.stride;
let mut p1 = [0i16; 8 * 8];
let mut p2 = [0i16; 8 * 8];
let mut dct_p1 = [0i32; 8 * 8];
let mut dct_p2 = [0i32; 8 * 8];
assert!(plane1.data.len() >= stride * height);
assert!(plane2.data.len() >= stride * height);
for y in (0..(height - STEP)).step_by(STEP) {
for x in (0..(width - STEP)).step_by(STEP) {
let mut p1_means = [0.0; 4];
let mut p2_means = [0.0; 4];
let mut p1_vars = [0.0; 4];
let mut p2_vars = [0.0; 4];
let mut p1_gmean = 0.0;
let mut p2_gmean = 0.0;
let mut p1_gvar = 0.0;
let mut p2_gvar = 0.0;
let mut p1_mask = 0.0;
let mut p2_mask = 0.0;
for i in 0..8 {
for j in 0..8 {
p1[i * 8 + j] = i16::cast_from(plane1.data[(y + i) * stride + x + j]);
p2[i * 8 + j] = i16::cast_from(plane2.data[(y + i) * stride + x + j]);
let sub = ((i & 12) >> 2) + ((j & 12) >> 1);
p1_gmean += p1[i * 8 + j] as f64;
p2_gmean += p2[i * 8 + j] as f64;
p1_means[sub] += p1[i * 8 + j] as f64;
p2_means[sub] += p2[i * 8 + j] as f64;
}
}
p1_gmean /= 64.0;
p2_gmean /= 64.0;
for i in 0..4 {
p1_means[i] /= 16.0;
p2_means[i] /= 16.0;
}
for i in 0..8 {
for j in 0..8 {
let sub = ((i & 12) >> 2) + ((j & 12) >> 1);
p1_gvar +=
(p1[i * 8 + j] as f64 - p1_gmean) * (p1[i * 8 + j] as f64 - p1_gmean);
p2_gvar +=
(p2[i * 8 + j] as f64 - p2_gmean) * (p2[i * 8 + j] as f64 - p2_gmean);
p1_vars[sub] += (p1[i * 8 + j] as f64 - p1_means[sub])
* (p1[i * 8 + j] as f64 - p1_means[sub]);
p2_vars[sub] += (p2[i * 8 + j] as f64 - p2_means[sub])
* (p2[i * 8 + j] as f64 - p2_means[sub]);
}
}
p1_gvar *= 64.0 / 63.0;
p2_gvar *= 64.0 / 63.0;
for i in 0..4 {
p1_vars[i] *= 16.0 / 15.0;
p2_vars[i] *= 16.0 / 15.0;
}
if p1_gvar > 0.0 {
p1_gvar = p1_vars.iter().sum::<f64>() / p1_gvar;
}
if p2_gvar > 0.0 {
p2_gvar = p2_vars.iter().sum::<f64>() / p2_gvar;
}
p1.iter().copied().enumerate().for_each(|(i, v)| {
dct_p1[i] = v as i32;
});
p2.iter().copied().enumerate().for_each(|(i, v)| {
dct_p2[i] = v as i32;
});
od_bin_fdct8x8(&mut dct_p1);
od_bin_fdct8x8(&mut dct_p2);
for i in 0..8 {
for j in (i == 0) as usize..8 {
p1_mask += dct_p1[i * 8 + j].pow(2) as f64 * mask[i][j];
p2_mask += dct_p2[i * 8 + j].pow(2) as f64 * mask[i][j];
}
}
p1_mask = (p1_mask * p1_gvar).sqrt() / 32.0;
p2_mask = (p2_mask * p2_gvar).sqrt() / 32.0;
if p2_mask > p1_mask {
p1_mask = p2_mask;
}
for i in 0..8 {
for j in 0..8 {
let mut err = (dct_p1[i * 8 + j] - dct_p2[i * 8 + j]).abs() as f64;
if i != 0 || j != 0 {
let err_mask = p1_mask / mask[i][j];
err = if err < err_mask { 0.0 } else { err - err_mask };
}
result += (err * csf[i][j]).powi(2);
pixels += 1;
}
}
}
}
result /= pixels as f64;
let sample_max: usize = (1 << bit_depth) - 1;
result /= sample_max.pow(2) as f64;
result
}
fn log10_convert(score: f64, weight: f64) -> f64 {
10.0 * (-1.0 * (weight * score).log10())
}
const DCT_STRIDE: usize = 8;
fn od_bin_fdct8x8(data: &mut [i32]) {
assert!(data.len() >= 64);
let mut z = [0; 64];
for i in 0..8 {
od_bin_fdct8(&mut z[(DCT_STRIDE * i)..], &data[i..]);
}
for i in 0..8 {
od_bin_fdct8(&mut data[(DCT_STRIDE * i)..], &z[i..]);
}
}
#[allow(clippy::identity_op)]
fn od_bin_fdct8(y: &mut [i32], x: &[i32]) {
assert!(y.len() >= 8);
assert!(x.len() > 7 * DCT_STRIDE);
let mut t = [0; 8];
let mut th = [0; 8];
t[0] = x[0];
t[4] = x[1 * DCT_STRIDE];
t[2] = x[2 * DCT_STRIDE];
t[6] = x[3 * DCT_STRIDE];
t[7] = x[4 * DCT_STRIDE];
t[3] = x[5 * DCT_STRIDE];
t[5] = x[6 * DCT_STRIDE];
t[1] = x[7 * DCT_STRIDE];
t[1] = t[0] - t[1];
th[1] = od_dct_rshift(t[1], 1);
t[0] -= th[1];
t[4] += t[5];
th[4] = od_dct_rshift(t[4], 1);
t[5] -= th[4];
t[3] = t[2] - t[3];
t[2] -= od_dct_rshift(t[3], 1);
t[6] += t[7];
th[6] = od_dct_rshift(t[6], 1);
t[7] = th[6] - t[7];
t[0] += th[6];
t[6] = t[0] - t[6];
t[2] = th[4] - t[2];
t[4] = t[2] - t[4];
t[0] -= (t[4] * 13573 + 16384) >> 15;
t[4] += (t[0] * 11585 + 8192) >> 14;
t[0] -= (t[4] * 13573 + 16384) >> 15;
t[6] -= (t[2] * 21895 + 16384) >> 15;
t[2] += (t[6] * 15137 + 8192) >> 14;
t[6] -= (t[2] * 21895 + 16384) >> 15;
t[3] += (t[5] * 19195 + 16384) >> 15;
t[5] += (t[3] * 11585 + 8192) >> 14;
t[3] -= (t[5] * 7489 + 4096) >> 13;
t[7] = od_dct_rshift(t[5], 1) - t[7];
t[5] -= t[7];
t[3] = th[1] - t[3];
t[1] -= t[3];
t[7] += (t[1] * 3227 + 16384) >> 15;
t[1] -= (t[7] * 6393 + 16384) >> 15;
t[7] += (t[1] * 3227 + 16384) >> 15;
t[5] += (t[3] * 2485 + 4096) >> 13;
t[3] -= (t[5] * 18205 + 16384) >> 15;
t[5] += (t[3] * 2485 + 4096) >> 13;
y[0] = t[0];
y[1] = t[1];
y[2] = t[2];
y[3] = t[3];
y[4] = t[4];
y[5] = t[5];
y[6] = t[6];
y[7] = t[7];
}
#[inline(always)]
fn od_dct_rshift(a: i32, b: u32) -> i32 {
debug_assert!(b > 0);
debug_assert!(b <= 32);
((a as u32 >> (32 - b)) as i32 + a) >> b
}