1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
use super::{get_hint_do_parallel, lift, unlift};
use crate::config::Config;
use crate::processing::{
    process_maybe_parallel_for_each, DoubleOverlappingChunks, DoubleOverlappingChunksIterator,
};

#[inline(always)]
pub fn lift_cubic(mut image: &mut [&mut [i16]]) {
    lift(
        &mut image,
        Config::multithreading_factors().cubic_horizontal_lifting,
        horizontal_lift,
        vertical_lift,
    );
}

#[inline(always)]
pub fn unlift_cubic(mut image: &mut [&mut [i16]]) {
    unlift(
        &mut image,
        Config::multithreading_factors().cubic_horizontal_lifting,
        horizontal_unlift,
        vertical_unlift,
    );
}

#[inline(always)]
unsafe fn horizontal_lifting_base(
    column: &mut [i16],
    step: usize,
    c0_column_start: usize,
    c2_step_multiplier: usize,
    step_start_multiplier: usize,
    divider: i32,
) {
    let mut c0 = *column.get_unchecked(c0_column_start);
    let mut c1 = c0;
    let mut c2 = if c2_step_multiplier * step < column.len() {
        *column.get_unchecked(c2_step_multiplier * step)
    } else {
        c0
    };

    let mut x = step_start_multiplier * step;
    if column.len() > 3 * step {
        while x < column.len() - 3 * step {
            let c3 = *column.get_unchecked(3 * step + x);
            *column.get_unchecked_mut(x) += (cubic(c0, c1, c2, c3) / divider) as i16;
            c0 = c1;
            c1 = c2;
            c2 = c3;
            x += step * 2;
        }
    }
    while x < column.len() {
        *column.get_unchecked_mut(x) += (cubic(c0, c1, c2, c2) / divider) as i16;
        c0 = c1;
        c1 = c2;
        x += step * 2;
    }
}

#[inline(always)]
unsafe fn vertical_lifting_base(
    chunks: &mut DoubleOverlappingChunks<'_, &mut [i16]>,
    step: usize,
    divider: i32,
) {
    let mut x = 0;
    while x < chunks.middle.get_unchecked(0).len() {
        let c1 = *chunks.left.get_unchecked(0).get_unchecked(x);
        let c2 = if let Some(right_value) = chunks.right.first() {
            *right_value.get_unchecked(x)
        } else {
            c1
        };
        let c0 = if let Some(prev_left_value) = chunks.prev_left.first() {
            *prev_left_value.get_unchecked(x)
        } else {
            c1
        };
        let c3 = if let Some(next_right_value) = chunks.next_right.first() {
            *next_right_value.get_unchecked(x)
        } else {
            c2
        };

        *chunks.middle.get_unchecked_mut(0).get_unchecked_mut(x) +=
            (cubic(c0, c1, c2, c3) / divider) as i16;
        x += step;
    }
}

#[inline(always)]
unsafe fn horizontal_lift(mut column: &mut [i16], step: usize) {
    horizontal_lifting_base(&mut column, step, 0, 2, 1, -1);
    horizontal_lifting_base(&mut column, step, step, 3, 2, 2);
}

#[inline(always)]
unsafe fn horizontal_unlift(mut column: &mut [i16], step: usize) {
    horizontal_lifting_base(&mut column, step, step, 3, 2, -2);
    horizontal_lifting_base(&mut column, step, 0, 2, 1, 1);
}

#[inline(always)]
unsafe fn vertical_lift(mut image: &mut [&mut [i16]], step: usize) {
    let config_factor = Config::multithreading_factors().cubic_vertical_lifting;
    let hint_do_parallel = get_hint_do_parallel(&image, config_factor);
    process_maybe_parallel_for_each(
        DoubleOverlappingChunksIterator::from_slice(&mut image, step),
        |mut chunks| {
            vertical_lifting_base(&mut chunks, step, -1);
        },
        hint_do_parallel,
    );
    process_maybe_parallel_for_each(
        DoubleOverlappingChunksIterator::from_slice(&mut image[step..], step),
        |mut chunks| {
            vertical_lifting_base(&mut chunks, step, 2);
        },
        hint_do_parallel,
    );
}

#[inline(always)]
unsafe fn vertical_unlift(mut image: &mut [&mut [i16]], step: usize) {
    let config_factor = Config::multithreading_factors().cubic_vertical_lifting;
    let hint_do_parallel = get_hint_do_parallel(&image, config_factor);
    process_maybe_parallel_for_each(
        DoubleOverlappingChunksIterator::from_slice(&mut image[step..], step),
        |mut chunks| {
            vertical_lifting_base(&mut chunks, step, -2);
        },
        hint_do_parallel,
    );
    process_maybe_parallel_for_each(
        DoubleOverlappingChunksIterator::from_slice(&mut image, step),
        |mut chunks| {
            vertical_lifting_base(&mut chunks, step, 1);
        },
        hint_do_parallel,
    );
}

fn median(mut a: i32, mut b: i32, mut c: i32) -> i32 {
    use std::mem;

    if a > b {
        mem::swap(&mut a, &mut b);
    }
    if b > c {
        mem::swap(&mut b, &mut c);
    }
    if a > b {
        mem::swap(&mut a, &mut b);
    }

    b
}

fn round_fraction(num: i32, denom: i32) -> i32 {
    if num < 0 {
        (num - denom / 2) / denom
    } else {
        (num + denom / 2) / denom
    }
}

pub fn cubic(c0: i16, c1: i16, c2: i16, c3: i16) -> i32 {
    let c0 = i32::from(c0);
    let c1 = i32::from(c1);
    let c2 = i32::from(c2);
    let c3 = i32::from(c3);
    let num = -c0 + 9 * (c1 + c2) - c3;
    median(round_fraction(num, 16), c1, c2)
}