src/modules/Convolution/Convolution.js
var _ = require('lodash');
const pixelSetter = require('../../util/pixelSetter.js');
module.exports = exports = function(pixels, constantFactor, kernelValues, texMode) {
let kernel = kernelGenerator(constantFactor, kernelValues),
pixs = {
r: [],
g: [],
b: [],
};
for (let y = 0; y < pixels.shape[1]; y++){
pixs.r.push([]);
pixs.g.push([]);
pixs.b.push([]);
for (let x = 0; x < pixels.shape[0]; x++){
pixs.r[y].push(pixels.get(x, y, 0));
pixs.g[y].push(pixels.get(x, y, 1));
pixs.b[y].push(pixels.get(x, y, 2));
}
}
const convolve = require('../_nomodule/gpuUtils').convolve;
const conPix = convolve([pixs.r, pixs.g, pixs.b], kernel, (pixels.shape[0] * pixels.shape[1]) < 400000 ? true : false);
for (let y = 0; y < pixels.shape[1]; y++){
for (let x = 0; x < pixels.shape[0]; x++){
var value = [Math.max(0, Math.min(conPix[0][y][x], 255)), Math.max(0, Math.min(conPix[1][y][x], 255)), Math.max(0, Math.min(conPix[2][y][x], 255))];
pixelSetter(x, y, value, pixels);
}
}
return pixels;
};
function kernelGenerator(constantFactor, kernelValues) {
kernelValues = kernelValues.split(' ');
for (i = 0; i < 9; i++) {
kernelValues[i] = Number(kernelValues[i]) * constantFactor;
}
let k = 0;
let arr = [];
for (y = 0; y < 3; y++) {
arr.push([]);
for (x = 0; x < 3; x++) {
arr[y].push(kernelValues[k]);
k += 1;
}
}
return arr;
}