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/* This file is part of MyPaint.
* Copyright (C) 2019 by the MyPaint Development Team.
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*/
#include "blur.hpp"
#include "fill_constants.hpp"
#include <cmath>
// Generate gaussian multiplicands used for blurring.
// They are stored and used with fixed-point arithmetic
static const std::vector<fix15_short_t>
blur_factors(int r)
{
constexpr double pi = 3.141592653589793;
// Equations nicked from Krita
float sigma = 0.3 * r + 0.3;
int prelim_size = 6 * std::ceil(sigma + 1);
float mul = 1 / sqrt(2 * pi * sigma * sigma);
float exp_mul = 1 / (2 * sigma * sigma);
std::vector<fix15_short_t> factors;
int center = (prelim_size - 1) / 2;
for (int i = 0; i < prelim_size; ++i) {
int d = center - i;
double fac = mul * exp(-d * d * exp_mul);
// The bit-or'ing is a hack to avoid the sum of
// multiplicands being less than 0, blurred pixels
// are clamped to fix15_one anyway.
factors.push_back((fix15_t)(fix15_one * fac) | 3);
}
return factors;
}
// Allocate memory for input and intermediate buffers
GaussBlurrer::GaussBlurrer(int r)
: factors(blur_factors(r)), radius((factors.size() - 1) / 2)
{
// Suppress uninitialization warning, the output
// array is always fully populated before use
const int width = N + radius * 2;
// Output from 3x3-grid,
// input to horizontal blur (Y x X) = (d x d)
input_full = new chan_t*[width];
for (int i = 0; i < width; ++i) {
input_full[i] = new chan_t[width];
}
// Output for horizontal blur,
// input to vertical blur (Y x X) = (d x N)
input_vertical = new chan_t*[width];
for (int i = 0; i < width; ++i) {
input_vertical[i] = new chan_t[N];
}
}
GaussBlurrer::~GaussBlurrer()
{
const int width = N + radius * 2;
for (int i = 0; i < width; ++i) {
delete[] input_full[i];
delete[] input_vertical[i];
}
delete[] input_full;
delete[] input_vertical;
}
PyObject*
GaussBlurrer::blur(bool can_update, GridVector input_grid)
{
initiate(can_update, input_grid);
if (input_is_fully_opaque()) return ConstTiles::ALPHA_OPAQUE();
if (input_is_fully_transparent()) return ConstTiles::ALPHA_TRANSPARENT();
int r = radius;
// Create output buffer
PixelBuffer<chan_t> out_buf = new_alpha_tile();
// Blur each row from input to intermediate buffer
for (int y = 0; y < N + 2 * r; ++y) {
for (int x = 0; x < N; ++x) {
fix15_t blurred = 0;
for (int xoffs = -r; xoffs < r + 1; xoffs++) {
fix15_t in = input_full[y][x + xoffs + r];
blurred += fix15_mul(in, factors[xoffs + r]);
}
input_vertical[y][x] = fix15_short_clamp(blurred);
}
}
// Blur each column from intermediate to output buffer
for (int x = 0; x < N; ++x) {
for (int y = 0; y < N; ++y) {
fix15_t blurred = 0;
for (int yoffs = -r; yoffs < r + 1; yoffs++) {
fix15_t in = input_vertical[y + yoffs + r][x];
blurred += fix15_mul(in, factors[yoffs + r]);
}
out_buf(x, y) = fix15_short_clamp(blurred);
}
}
return out_buf.array_ob;
}
void
GaussBlurrer::initiate(bool can_update, GridVector input)
{
init_from_nine_grid(radius, input_full, can_update, input);
}
bool
GaussBlurrer::input_is_fully_opaque()
{
return all_equal_to<chan_t>(input_full, 2 * radius + N, fix15_one);
}
bool
GaussBlurrer::input_is_fully_transparent()
{
return all_equal_to<chan_t>(input_full, 2 * radius + N, 0);
}
/*
Blur a strand of tiles, from top to bottom. This function
is very similar to morph_strand, but does not need to keep
track of separate update flags. In fact, since the blur
function always writes its input array before checking if it
can skip the actual op, subsequent blurs can always update
the input array.
*/
void
blur_strand(
Strand& strand, AtomicDict& tiles, GaussBlurrer& bucket,
AtomicDict& blurred, Controller& status_controller)
{
bool can_update = false;
PyObject* tile_coord;
while (status_controller.running() && strand.pop(tile_coord)) {
GridVector grid = nine_grid(tile_coord, tiles);
PyObject* result = bucket.blur(can_update, grid);
can_update = true;
// Add morphed tile unless it is completely transparent
bool is_empty = result == ConstTiles::ALPHA_TRANSPARENT();
bool is_full = result == ConstTiles::ALPHA_OPAQUE();
if (!is_empty) blurred.set(tile_coord, result, !is_full);
}
}
void
blur_worker(
int radius, StrandQueue& queue, AtomicDict tiles,
std::promise<AtomicDict> result, Controller& status_controller)
{
AtomicDict blurred;
GaussBlurrer bucket(radius);
Strand strand;
while (status_controller.running() && queue.pop(strand)) {
blur_strand(strand, tiles, bucket, blurred, status_controller);
status_controller.inc_processed(strand.size());
}
result.set_value(blurred);
}
void
blur(
int radius, PyObject* blurred, PyObject* tiles, PyObject* strands,
Controller& status_controller)
{
if (radius <= 0 || !PyDict_Check(tiles) || !PyList_CheckExact(strands)) {
printf("Invalid blur parameters!\n");
return;
}
const int min_strands_per_worker = 2;
StrandQueue work_queue(strands);
process_strands(
blur_worker, radius, min_strands_per_worker, std::ref(work_queue),
AtomicDict(tiles), AtomicDict(blurred), status_controller);
}
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