File: histogram.cpp

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/*******************************************************
 * Copyright (c) 2015-2019, ArrayFire
 * All rights reserved.
 *
 * This file is distributed under 3-clause BSD license.
 * The complete license agreement can be obtained at:
 * http://arrayfire.com/licenses/BSD-3-Clause
 ********************************************************/

#include <forge.h>
#define USE_FORGE_CPU_COPY_HELPERS
#include <ComputeCopy.h>
#include <complex>
#include <cmath>
#include <cstdlib>
#include <ctime>
#include <vector>
#include <iostream>

const unsigned IMGW      = 256;
const unsigned IMGH      = 256;
const unsigned DIMX      = 1000;
const unsigned DIMY      = 800;
const unsigned NBINS     = 256;

using namespace std;

struct Bitmap {
    unsigned char *ptr;
    unsigned width;
    unsigned height;
};

class PerlinNoise
{
    private:
        float base[IMGW][IMGH];
        float perlin[IMGW][IMGH];
    public:
        PerlinNoise();
        float noise(float u, float v);
};

Bitmap createBitmap(unsigned w, unsigned h);

void destroyBitmap(Bitmap& bmp);

void kernel(Bitmap& bmp);

void populateBins(Bitmap& bmp, int *hist_array, const unsigned nbins, float *hist_cols);

int main(void)
{
    Bitmap bmp = createBitmap(IMGW, IMGH);
    /*
     * First Forge call should be a window creation call
     * so that necessary OpenGL context is created for any
     * other forge::* object to be created successfully
     */
    forge::Window wnd(DIMX, DIMY, "Histogram Demo");
    wnd.makeCurrent();

    forge::Image img(IMGW, IMGH, FG_RGBA, forge::u8);

    forge::Chart chart(FG_CHART_2D);

    /* set x axis limits to maximum and minimum values of data
     * and y axis limits to range [0, number of pixels ideally]
     * but practically total number of pixels as y range will skew
     * the histogram graph vertically. Therefore setting it to
     * 25% of total number of pixels */
    chart.setAxesLimits(0, 1, 0, IMGW*IMGH/(float)(NBINS/4.0));

    /*
     * Create histogram object specifying number of bins
     */
    forge::Histogram hist = chart.histogram(NBINS, forge::s32);
    /*
     * Set histogram colors
     */
    hist.setColor(FG_YELLOW);

    GfxHandle* handles[3];

    createGLBuffer(&handles[0], img.pixels(), FORGE_IMAGE_BUFFER);
    createGLBuffer(&handles[1], hist.vertices(), FORGE_VERTEX_BUFFER);
    createGLBuffer(&handles[2], hist.colors(), FORGE_VERTEX_BUFFER);

    do {
        /*
         * generate image, and prepare data to pass into
         * Histogram's underlying vertex buffer object
         */
        kernel(bmp);

        copyToGLBuffer(handles[0], (ComputeResourceHandle)bmp.ptr, img.size());

        //forge::copy(img, (const void*)bmp.ptr);

        /* copy your data into the vertex buffer object exposed by
         * forge::Histogram class and then proceed to rendering.
         * To help the users with copying the data from compute
         * memory to display memory, Forge provides copy headers
         * along with the library to help with this task
         */
        std::vector<int> histArray(NBINS, 0);
        std::vector<float> colArray(3*NBINS, 0.0f);
        populateBins(bmp, histArray.data(), NBINS, colArray.data());

        copyToGLBuffer(handles[1], (ComputeResourceHandle)histArray.data(), hist.verticesSize());
        copyToGLBuffer(handles[2], (ComputeResourceHandle)colArray.data(), hist.colorsSize());

        /*
         * Split the window into grid regions
         */
        //wnd.draw(2, 2, 0, img,  "Dynamic Perlin Noise" );
        //wnd.draw(2, 2, 1, img,  "Dynamic Perlin Noise" );
        //wnd.draw(2, 1, 1, chart, "Histogram of Noisy Image");
        wnd.draw(2, 3, 0, img,  "Dynamic Perlin Noise" );
        wnd.draw(2, 3, 1, img,  "Dynamic Perlin Noise" );
        wnd.draw(2, 3, 2, img,  "Dynamic Perlin Noise" );
        wnd.draw(2, 2, 2, chart, "Histogram of Noisy Image");
        wnd.draw(2, 2, 3, chart, "Histogram of Noisy Image");

        wnd.swapBuffers();
    } while(!wnd.close());

    releaseGLBuffer(handles[0]);
    releaseGLBuffer(handles[1]);
    releaseGLBuffer(handles[2]);

    return 0;
}

float interp(float x0, float x1, float alpha)
{
    return x0 * (1 - alpha) + alpha * x1;
}

PerlinNoise::PerlinNoise()
{
    std::srand(std::time(0));

    for(unsigned i=0; i < IMGW; i++)
    {
        for(unsigned j=0; j < IMGH; j++)
        {
            base[i][j] = std::rand()/(float)(RAND_MAX);
            perlin[i][j] = 0;
        }
    }

    float persistence = 0.5f;
    float amp  = 1.0f;
    float tamp = 0.0f;

    for (int octave=6; octave>=0; --octave)
    {
        int period = 1 << octave;
        float freq = 1.0f / period;

        for(unsigned i=0; i < IMGW; i++)
        {
            int si0 = (i/period) * period;
            int si1 = (si0 + period) % IMGW;
            float hblend = (i - si0) * freq;

            for(unsigned j=0; j < IMGH; j++)
            {
                int sj0 = (j/period) * period;
                int sj1 = (sj0 + period) % IMGH;
                float vblend = (j - sj0) * freq;

                float top = interp(base[si0][sj0], base[si1][sj0], hblend);
                float bot = interp(base[si0][sj1], base[si1][sj1], hblend);

                perlin[i][j] += (amp * interp(top, bot, vblend));
            }
        }
        tamp += amp;
        amp *= persistence;
    }

    for(unsigned i=0; i < IMGW; i++)
        for(unsigned j=0; j < IMGH; j++)
            perlin[i][j] /= tamp;
}

float PerlinNoise::noise(float u, float v)
{
    return perlin[(unsigned)(IMGW*u)][(unsigned)(IMGH*v)];
}

Bitmap createBitmap(unsigned w, unsigned h)
{
    Bitmap retVal;
    retVal.width = w;
    retVal.height= h;
    retVal.ptr   = new unsigned char[4*w*h];
    return retVal;
}

void destroyBitmap(Bitmap& bmp)
{
    delete[] bmp.ptr;
}

void kernel(Bitmap& bmp)
{
    PerlinNoise perlin;

    for (unsigned y=0; y<bmp.height; ++y) {
        for (unsigned x=0; x<bmp.width; ++x) {
            int offset  = x + y * bmp.width;

            float u = x/(float)(bmp.width);
            float v = y/(float)(bmp.height);

            unsigned char noiseVal = 255 * perlin.noise(u, v);
            bmp.ptr[offset*4 + 0]   = noiseVal;
            bmp.ptr[offset*4 + 1]   = noiseVal;
            bmp.ptr[offset*4 + 2]   = noiseVal;
            bmp.ptr[offset*4 + 3]   = 255;
        }
    }
}

void populateBins(Bitmap& bmp, int *hist_array, const unsigned nbins, float *hist_cols)
{
    for (unsigned y=0; y<bmp.height; ++y) {
        for (unsigned x=0; x<bmp.width; ++x) {
            int offset  = x + y * bmp.width;
            unsigned char noiseVal = bmp.ptr[offset*4];
            unsigned idx = (int)((float)noiseVal/255.f * nbins);
            hist_array[idx]++;
        }
    }

    for (unsigned b=0; b<nbins; ++b) {
        hist_cols[3*b+0] = std::rand()/(float)RAND_MAX;
        hist_cols[3*b+1] = std::rand()/(float)RAND_MAX;
        hist_cols[3*b+2] = std::rand()/(float)RAND_MAX;
    }
}