use crate::{CHANNELS_IN_RGB, Histogram, Image, Pixel}; use std::f64::consts::E; impl Image { pub fn gamma_correction_fn(&self, histogram: &Histogram) -> impl Fn(Pixel) -> [u16; CHANNELS_IN_RGB] + use<> { let percentage = self.width * self.height; let mut white = 0; for channel_histogram in histogram { let mut total = 0; for i in (0x20..0x2000).rev() { total += channel_histogram[i] as u64; if total * 100 > percentage as u64 { white = white.max(i); break; } } } let curve = generate_gamma_curve(0.45, 4.5, (white << 3) as f64); move |pixel: Pixel| pixel.values.map(|value| curve[value as usize]) } } /// `max_intensity` must be non-zero. fn generate_gamma_curve(power: f64, threshold: f64, max_intensity: f64) -> Vec { debug_assert!(max_intensity != 0.); let (mut bound_start, mut bound_end) = if threshold >= 1. { (0., 1.) } else { (1., 0.) }; let mut transition_point = 0.; let mut transition_ratio = 0.; let mut curve_adjustment = 0.; if threshold != 0. && (threshold - 1.) * (power - 1.) <= 0. { for _ in 0..48 { transition_point = (bound_start + bound_end) / 2.; if power != 0. { let temp_transition_ratio = transition_point / threshold; let exponential_power = temp_transition_ratio.powf(-power); let normalized_exponential_power = (exponential_power - 1.) / power; let comparison_result = normalized_exponential_power - (1. / transition_point); let bound_to_update = if comparison_result > -1. { &mut bound_end } else { &mut bound_start }; *bound_to_update = transition_point; } else { let adjusted_transition_point = E.powf(1. - 1. / transition_point); let transition_point_ratio = transition_point / adjusted_transition_point; let bound_to_update = if transition_point_ratio < threshold { &mut bound_end } else { &mut bound_start }; *bound_to_update = transition_point; } } transition_ratio = transition_point / threshold; if power != 0. { curve_adjustment = transition_point * ((1. / power) - 1.); } } let mut curve = vec![0xffff; 0x1_0000]; let length = curve.len() as f64; for (i, entry) in curve.iter_mut().enumerate() { let ratio = (i as f64) / max_intensity; if ratio < 1. { let altered_ratio = if ratio < transition_ratio { ratio * threshold } else if power != 0. { ratio.powf(power) * (1. + curve_adjustment) - curve_adjustment } else { ratio.ln() * transition_point + 1. }; *entry = (length * altered_ratio) as u16; } } curve }