libpipi/examples/img2twit.cpp

#include "config.h"

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>

#include <CGAL/Exact_predicates_inexact_constructions_kernel.h>
#include <CGAL/Delaunay_triangulation_2.h>
#include <CGAL/natural_neighbor_coordinates_2.h>

#include <pipi.h>

/*
 * User-definable settings.
 */

/* Debug mode */
#define DEBUG 1

/* Encoding iterations: 1000 gives a fast answer, 10000 gives good quality */
#define MAX_ITERATIONS 10000

/* The maximum message length */
#define MAX_MSG_LEN 140

/* The Unicode characters at disposal - XXX: must be _ordered_ */
static const uint32_t unichars[] =
{
    /* Printable ASCII (except space) */
    0x0021, 0x007f,

    /* Stupid symbols and Dingbats shit */
    //0x25a0, 0x2600, /* Geometric Shapes */
    //0x2600, 0x269e, 0x26a0, 0x26bd, 0x26c0, 0x26c4, /* Misc. Symbols */
    //0x2701, 0x2705, 0x2706, 0x270a, 0x270c, 0x2728, 0x2729, 0x274c,
    //  0x274d, 0x274e, 0x274f, 0x2753, 0x2756, 0x2757, 0x2758, 0x275f,
    //  0x2761, 0x2795, 0x2798, 0x27b0, 0x27b1, 0x27bf, /* Dingbats */

    /* Chinese-looking stuff */
    //0x2e80, 0x2e9a, 0x2e9b, 0x2ef4, /* CJK Radicals Supplement */
    //0x2f00, 0x2fd6, /* Kangxi Radicals */
    //0x3400, 0x4db6, /* CJK Unified Ideographs Extension A */
    //0x4e00, 0x9fa6, /* CJK Unified Ideographs */

    /* Korean - most people don't know the difference anyway */
    0xac00, 0xd7a4, /* Hangul Syllables */

    /* More Chinese */
    //0xf900, 0xfa2e, 0xfa30, 0xfa6b, 0xfa70, 0xfada, /* CJK Compat. Idgphs. */

    /* TODO: there's also the U+20000 and U+2f800 planes, but they're
     * not supported by the Twitter Javascript filter (yet?). */

    /* End of list marker - XXX: don't remove! */
    0x0000, 0x0000
};

/* The maximum image size we want to support */
#define MAX_W 4000
#define MAX_H 4000

/* How does the algorithm work: one point per cell, or two */
#define POINTS_PER_CELL 2

/* The range value for point parameters: X Y, red/green/blue, "strength"
 * Tested values (on Mona Lisa) are:
 *  16 16 5 5 5 2 -> 0.06511725914
 *  16 16 6 7 6 1 -> 0.05731491348 *
 *  16 16 7 6 6 1 -> 0.06450513783
 *  14 14 7 7 6 1 -> 0.0637207893
 *  19 19 6 6 5 1 -> 0.06801999094 */
static unsigned int RANGE_X = 16;
static unsigned int RANGE_Y = 16;
static unsigned int RANGE_R = 6;
static unsigned int RANGE_G = 6;
static unsigned int RANGE_B = 6;
static unsigned int RANGE_S = 1;

/*
 * These values are computed at runtime
 */

static float TOTAL_BITS;
static float HEADER_BITS;
static float DATA_BITS;
static float CELL_BITS;

static int NUM_CHARACTERS;
static unsigned int TOTAL_CELLS;

#define RANGE_SY (RANGE_S*RANGE_Y)
#define RANGE_SYX (RANGE_S*RANGE_Y*RANGE_X)
#define RANGE_SYXR (RANGE_S*RANGE_Y*RANGE_X*RANGE_R)
#define RANGE_SYXRG (RANGE_S*RANGE_Y*RANGE_X*RANGE_R*RANGE_G)
#define RANGE_SYXRGB (RANGE_S*RANGE_Y*RANGE_X*RANGE_R*RANGE_G*RANGE_B)

struct K : CGAL::Exact_predicates_inexact_constructions_kernel {};
typedef CGAL::Delaunay_triangulation_2<K> Delaunay_triangulation;
typedef std::vector<std::pair<K::Point_2, K::FT> > Point_coordinate_vector;

/* Global aspect ratio */
static unsigned int dw, dh;

/* Global point encoding */
static uint32_t points[1024];
static int npoints = 0;

/* Global triangulation */
static Delaunay_triangulation dt;

/*
 * Unicode stuff handling
 */

/* Return the number of chars in the unichars table */
static int count_unichars(void)
{
    int ret = 0;

    for(int u = 0; unichars[u] != unichars[u + 1]; u += 2)
        ret += unichars[u + 1] - unichars[u];

    return ret;
}

/* Get the ith Unicode character in our list */
static uint32_t index2uni(uint32_t i)
{
    for(int u = 0; unichars[u] != unichars[u + 1]; u += 2)
        if(i < unichars[u + 1] - unichars[u])
            return unichars[u] + i;
        else
            i -= unichars[u + 1] - unichars[u];

    return 0; /* Should not happen! */
}

/* Convert a Unicode character to its position in the compact list */
static uint32_t uni2index(uint32_t x)
{
    uint32_t ret = 0;

    for(int u = 0; unichars[u] != unichars[u + 1]; u += 2)
        if(x < unichars[u + 1])
            return ret + x - unichars[u];
        else
            ret += unichars[u + 1] - unichars[u];

    return ret; /* Should not happen! */
}

static uint8_t const utf8_trailing[256] =
{
    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
    0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0, 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,
    1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,
    2,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2, 3,3,3,3,3,3,3,3,4,4,4,4,5,5,5,5
};

static uint32_t const utf8_offsets[6] =
{
    0x00000000UL, 0x00003080UL, 0x000E2080UL,
    0x03C82080UL, 0xFA082080UL, 0x82082080UL
};

static uint32_t fread_utf8(FILE *f)
{
    int ch, i = 0, todo = -1;
    uint32_t ret = 0;

    for(;;)
    {
        ch = fgetc(f);
        if(!ch)
            return 0;
        if(todo == -1)
            todo = utf8_trailing[ch];
        ret += ((uint32_t)ch) << (6 * (todo - i));
        if(todo == i++)
            return ret - utf8_offsets[todo];
    }
}

static void fwrite_utf8(FILE *f, uint32_t x)
{
    static const uint8_t mark[7] =
    {
        0x00, 0x00, 0xC0, 0xE0, 0xF0, 0xF8, 0xFC
    };

    char buf[8];
    char *parser = buf;
    size_t bytes;

    if(x < 0x80)
    {
        fprintf(f, "%c", x);
        return;
    }

    bytes = (x < 0x800) ? 2 : (x < 0x10000) ? 3 : 4;
    parser += bytes;
    *parser = '\0';

    switch(bytes)
    {
        case 4: *--parser = (x | 0x80) & 0xbf; x >>= 6;
        case 3: *--parser = (x | 0x80) & 0xbf; x >>= 6;
        case 2: *--parser = (x | 0x80) & 0xbf; x >>= 6;
    }
    *--parser = x | mark[bytes];

    fprintf(f, "%s", buf);
}

/*
 * Our nifty non-power-of-two bitstack handling
 */

class bitstack
{
public:
    bitstack() { init(0); }

    char const *tostring()
    {
        int pos = sprintf(str, "0x%x", digits[msb]);

        for(int i = msb - 1; i >= 0; i--)
            pos += sprintf(str + pos, "%08x", digits[i]);

        return str;
    }

    void push(uint32_t val, uint32_t range)
    {
        if(!range)
            return;

        mul(range);
        add(val % range);
    }

    uint32_t pop(uint32_t range)
    {
        if(!range)
            return 0;

        return div(range);
    }

    bool isempty()
    {
        for(int i = msb; i >= 0; i--)
            if(digits[i])
                return false;

        return true;
    }

private:
    bitstack(uint32_t i) { init(i); }

    void init(uint32_t i)
    {
        memset(digits, 0, sizeof(digits));
        digits[0] = i;
        msb = 0;
    }

    /* Could be done much faster, but we don't care! */
    void add(uint32_t x) { add(bitstack(x)); }
    void sub(uint32_t x) { sub(bitstack(x)); }

    void add(bitstack const &_b)
    {
        /* Copy the operand in case we get added to ourselves */
        bitstack b = _b;
        uint64_t x = 0;

        if(msb < b.msb)
            msb = b.msb;

        for(int i = 0; i <= msb; i++)
        {
            uint64_t tmp = (uint64_t)digits[i] + (uint64_t)b.digits[i] + x;
            digits[i] = tmp;
            if((uint64_t)digits[i] == tmp)
                x = 0;
            else
            {
                x = 1;
                if(i == msb)
                    msb++;
            }
        }
    }

    void sub(bitstack const &_b)
    {
        /* Copy the operand in case we get substracted from ourselves */
        bitstack b = _b;
        uint64_t x = 0;

        /* We cannot substract a larger number! */
        if(msb < b.msb)
        {
            init(0);
            return;
        }

        for(int i = 0; i <= msb; i++)
        {
            uint64_t tmp = (uint64_t)digits[i] - (uint64_t)b.digits[i] - x;
            digits[i] = tmp;
            if((uint64_t)digits[i] == tmp)
                x = 0;
            else
            {
                x = 1;
                if(i == msb)
                {
                    /* Error: carry into MSB! */
                    init(0);
                    return;
                }
            }
        }

        while(msb > 0 && digits[msb] == 0) msb--;
    }

    void mul(uint32_t x)
    {
        bitstack b = *this;
        init(0);

        while(x)
        {
            if(x & 1)
                add(b);
            x /= 2;
            b.add(b);
        }
    }

    uint32_t div(uint32_t x)
    {
        bitstack b = *this;

        for(int i = msb; i >= 0; i--)
        {
            uint64_t tmp = b.digits[i] + (((uint64_t)b.digits[i + 1]) << 32);
            uint32_t res = tmp / x;
            uint32_t rem = tmp % x;
            digits[i]= res;
            b.digits[i + 1] = 0;
            b.digits[i] = rem;
        }

        while(msb > 0 && digits[msb] == 0) msb--;

        return b.digits[0];
    }

    int msb;
    uint32_t digits[MAX_MSG_LEN + 1]; /* This is a safe max value */
    char str[(MAX_MSG_LEN + 1) * 8 + 1];
};

/*
 * Point handling
 */

static unsigned int det_rand(unsigned int mod)
{
    static unsigned long next = 1;
    next = next * 1103515245 + 12345;
    return ((unsigned)(next / 65536) % 32768) % mod;
}

static inline int range2int(float val, int range)
{
    int ret = (int)(val * ((float)range - 0.0001));
    return ret < 0 ? 0 : ret > range - 1 ? range - 1 : ret;
}

static inline float int2midrange(int val, int range)
{
    return (float)(1 + 2 * val) / (float)(2 * range);
}

static inline float int2fullrange(int val, int range)
{
    return range > 1 ? (float)val / (float)(range - 1) : 0.0;
}

static inline void set_point(int index, float x, float y, float r,
                             float g, float b, float s)
{
    int dx = (index / POINTS_PER_CELL) % dw;
    int dy = (index / POINTS_PER_CELL) / dw;

    float fx = (x - dx * RANGE_X) / RANGE_X;
    float fy = (y - dy * RANGE_Y) / RANGE_Y;

    int is = range2int(s, RANGE_S);

    int ix = range2int(fx, RANGE_X);
    int iy = range2int(fy, RANGE_Y);

    int ir = range2int(r, RANGE_R);
    int ig = range2int(g, RANGE_G);
    int ib = range2int(b, RANGE_B);

    points[index] = is + RANGE_S * (iy + RANGE_Y * (ix + RANGE_X *
                               (ib + RANGE_B * (ig + (RANGE_R * ir)))));
}

static inline void get_point(int index, float *x, float *y, float *r,
                             float *g, float *b, float *s)
{
    uint32_t pt = points[index];

    unsigned int dx = (index / POINTS_PER_CELL) % dw;
    unsigned int dy = (index / POINTS_PER_CELL) / dw;

    *s = int2fullrange(pt % RANGE_S, RANGE_S); pt /= RANGE_S;

    float fy = int2midrange(pt % RANGE_Y, RANGE_Y); pt /= RANGE_Y;
    float fx = int2midrange(pt % RANGE_X, RANGE_X); pt /= RANGE_X;

    *x = (fx + dx) * RANGE_X;
    *y = (fy + dy) * RANGE_Y;

    *b = int2midrange(pt % RANGE_R, RANGE_R); pt /= RANGE_R;
    *g = int2midrange(pt % RANGE_G, RANGE_G); pt /= RANGE_G;
    *r = int2midrange(pt % RANGE_B, RANGE_B); pt /= RANGE_B;
}

static inline float clip(float x, int modulo)
{
    float mul = (float)modulo + 0.9999;
    int round = (int)(x * mul);
    return (float)round / (float)modulo;
}

static void add_point(float x, float y, float r, float g, float b, float s)
{
    set_point(npoints, x, y, r, g, b, s);
    npoints++;
}

#if 0
static void add_random_point()
{
    points[npoints] = det_rand(RANGE_SYXRGB);
    npoints++;
}
#endif

#define NB_OPS 20

static uint8_t rand_op(void)
{
    uint8_t x = det_rand(NB_OPS);

    /* Randomly ignore statistically less efficient ops */
    if(x == 0)
        return rand_op();
    if(x == 1 && (RANGE_S == 1 || det_rand(2)))
        return rand_op();
    if(x <= 5 && det_rand(2))
        return rand_op();
    //if((x < 10 || x > 15) && !det_rand(4)) /* Favour colour changes */
    //    return rand_op();

    return x;
}

static uint32_t apply_op(uint8_t op, uint32_t val)
{
    uint32_t rem, ext;

    switch(op)
    {
    case 0: /* Flip strength value */
    case 1:
        /* Statistics show that this helps often, but does not reduce
         * the error significantly. */
        return val ^ 1;
    case 2: /* Move up; if impossible, down */
        rem = val % RANGE_S;
        ext = (val / RANGE_S) % RANGE_Y;
        ext = ext > 0 ? ext - 1 : ext + 1;
        return (val / RANGE_SY * RANGE_Y + ext) * RANGE_S + rem;
    case 3: /* Move down; if impossible, up */
        rem = val % RANGE_S;
        ext = (val / RANGE_S) % RANGE_Y;
        ext = ext < RANGE_Y - 1 ? ext + 1 : ext - 1;
        return (val / RANGE_SY * RANGE_Y + ext) * RANGE_S + rem;
    case 4: /* Move left; if impossible, right */
        rem = val % RANGE_SY;
        ext = (val / RANGE_SY) % RANGE_X;
        ext = ext > 0 ? ext - 1 : ext + 1;
        return (val / RANGE_SYX * RANGE_X + ext) * RANGE_SY + rem;
    case 5: /* Move left; if impossible, right */
        rem = val % RANGE_SY;
        ext = (val / RANGE_SY) % RANGE_X;
        ext = ext < RANGE_X - 1 ? ext + 1 : ext - 1;
        return (val / RANGE_SYX * RANGE_X + ext) * RANGE_SY + rem;
    case 6: /* Corner 1 */
        return apply_op(2, apply_op(4, val));
    case 7: /* Corner 2 */
        return apply_op(2, apply_op(5, val));
    case 8: /* Corner 3 */
        return apply_op(3, apply_op(5, val));
    case 9: /* Corner 4 */
        return apply_op(3, apply_op(4, val));
    case 16: /* Double up */
        return apply_op(2, apply_op(2, val));
    case 17: /* Double down */
        return apply_op(3, apply_op(3, val));
    case 18: /* Double left */
        return apply_op(4, apply_op(4, val));
    case 19: /* Double right */
        return apply_op(5, apply_op(5, val));
    case 10: /* R-- (or R++) */
        rem = val % RANGE_SYX;
        ext = (val / RANGE_SYX) % RANGE_R;
        ext = ext > 0 ? ext - 1 : ext + 1;
        return (val / RANGE_SYXR * RANGE_R + ext) * RANGE_SYX + rem;
    case 11: /* R++ (or R--) */
        rem = val % RANGE_SYX;
        ext = (val / RANGE_SYX) % RANGE_R;
        ext = ext < RANGE_R - 1 ? ext + 1 : ext - 1;
        return (val / RANGE_SYXR * RANGE_R + ext) * RANGE_SYX + rem;
    case 12: /* G-- (or G++) */
        rem = val % RANGE_SYXR;
        ext = (val / RANGE_SYXR) % RANGE_G;
        ext = ext > 0 ? ext - 1 : ext + 1;
        return (val / RANGE_SYXRG * RANGE_G + ext) * RANGE_SYXR + rem;
    case 13: /* G++ (or G--) */
        rem = val % RANGE_SYXR;
        ext = (val / RANGE_SYXR) % RANGE_G;
        ext = ext < RANGE_G - 1 ? ext + 1 : ext - 1;
        return (val / RANGE_SYXRG * RANGE_G + ext) * RANGE_SYXR + rem;
    case 14: /* B-- (or B++) */
        rem = val % RANGE_SYXRG;
        ext = (val / RANGE_SYXRG) % RANGE_B;
        ext = ext > 0 ? ext - 1 : ext + 1;
        return ext * RANGE_SYXRG + rem;
    case 15: /* B++ (or B--) */
        rem = val % RANGE_SYXRG;
        ext = (val / RANGE_SYXRG) % RANGE_B;
        ext = ext < RANGE_B - 1 ? ext + 1 : ext - 1;
        return ext * RANGE_SYXRG + rem;
#if 0
    case 15: /* Brightness-- */
        return apply_op(9, apply_op(11, apply_op(13, val)));
    case 16: /* Brightness++ */
        return apply_op(10, apply_op(12, apply_op(14, val)));
    case 17: /* RG-- */
        return apply_op(9, apply_op(11, val));
    case 18: /* RG++ */
        return apply_op(10, apply_op(12, val));
    case 19: /* GB-- */
        return apply_op(11, apply_op(13, val));
    case 20: /* GB++ */
        return apply_op(12, apply_op(14, val));
    case 21: /* RB-- */
        return apply_op(9, apply_op(13, val));
    case 22: /* RB++ */
        return apply_op(10, apply_op(14, val));
#endif
    default:
        return val;
    }
}

static void render(pipi_image_t *dst, int rx, int ry, int rw, int rh)
{
    uint8_t lookup[TOTAL_CELLS * RANGE_X * RANGE_Y];
    pipi_pixels_t *p = pipi_get_pixels(dst, PIPI_PIXELS_RGBA_F32);
    float *data = (float *)p->pixels;
    int i, x, y;

    memset(lookup, 0, sizeof(lookup));
    dt.clear();
    for(i = 0; i < npoints; i++)
    {
        float fx, fy, fr, fg, fb, fs;
        get_point(i, &fx, &fy, &fr, &fg, &fb, &fs);
        lookup[(int)fx + dw * RANGE_X * (int)fy] = i; /* Keep link to point */
        dt.insert(K::Point_2(fx, fy));
    }

    /* Add fake points to close the triangulation */
    dt.insert(K::Point_2(-p->w, -p->h));
    dt.insert(K::Point_2(2 * p->w, -p->h));
    dt.insert(K::Point_2(-p->w, 2 * p->h));
    dt.insert(K::Point_2(2 * p->w, 2 * p->h));

    for(y = ry; y < ry + rh; y++)
    {
        for(x = rx; x < rx + rw; x++)
        {
            K::Point_2 m(x, y);
            Point_coordinate_vector coords;
            CGAL::Triple<
              std::back_insert_iterator<Point_coordinate_vector>,
              K::FT, bool> result =
              CGAL::natural_neighbor_coordinates_2(dt, m,
                                                   std::back_inserter(coords));

            float r = 0.0f, g = 0.0f, b = 0.0f, norm = 0.0f;

            Point_coordinate_vector::iterator it;
            for(it = coords.begin(); it != coords.end(); ++it)
            {
                float fx, fy, fr, fg, fb, fs;

                fx = (*it).first.x();
                fy = (*it).first.y();

                if(fx < 0 || fy < 0 || fx > p->w - 1 || fy > p->h - 1)
                    continue;

                int index = lookup[(int)fx + dw * RANGE_X * (int)fy];

                get_point(index, &fx, &fy, &fr, &fg, &fb, &fs);

                //float k = pow((*it).second * (1.0 + fs), 1.2);
                float k = (*it).second * (1.00f + fs);
                //float k = (*it).second * (0.60f + fs);
                //float k = pow((*it).second, (1.0f + fs));

                r += k * fr;
                g += k * fg;
                b += k * fb;
                norm += k;
            }

            data[4 * (x + y * p->w) + 0] = r / norm;
            data[4 * (x + y * p->w) + 1] = g / norm;
            data[4 * (x + y * p->w) + 2] = b / norm;
            data[4 * (x + y * p->w) + 3] = 0.0;
        }
    }

    pipi_release_pixels(dst, p);
}

static void analyse(pipi_image_t *src)
{
    pipi_pixels_t *p = pipi_get_pixels(src, PIPI_PIXELS_RGBA_F32);
    float *data = (float *)p->pixels;

    for(unsigned int dy = 0; dy < dh; dy++)
        for(unsigned int dx = 0; dx < dw; dx++)
        {
            float min = 1.1f, max = -0.1f;
            float total = 0.0;
            int xmin = 0, xmax = 0, ymin = 0, ymax = 0;
            int npixels = 0;

            for(unsigned int iy = RANGE_Y * dy; iy < RANGE_Y * (dy + 1); iy++)
                for(unsigned int ix = RANGE_X * dx; ix < RANGE_X * (dx + 1); ix++)
                {
                    float lum = 0.0f;

                    lum += data[4 * (ix + iy * p->w) + 0];
                    lum += data[4 * (ix + iy * p->w) + 1];
                    lum += data[4 * (ix + iy * p->w) + 2];

                    if(lum < min)
                    {
                        min = lum;
                        xmin = ix;
                        ymin = iy;
                    }

                    if(lum > max)
                    {
                        max = lum;
                        xmax = ix;
                        ymax = iy;
                    }

                    total += lum;
                    npixels++;
                }

            total /= npixels;

            float wmin, wmax;

            if(total < min + (max - min) / 4)
                wmin = 1.0, wmax = 0.0;
            else if(total < min + (max - min) / 4 * 3)
                wmin = 0.0, wmax = 0.0;
            else
                wmin = 0.0, wmax = 1.0;

#if 0
add_random_point();
add_random_point();
#else
#if POINTS_PER_CELL == 1
            if(total < min + (max - min) / 2)
            {
#endif
            add_point(xmin, ymin,
                      data[4 * (xmin + ymin * p->w) + 0],
                      data[4 * (xmin + ymin * p->w) + 1],
                      data[4 * (xmin + ymin * p->w) + 2],
                      wmin);
#if POINTS_PER_CELL == 1
            }
            else
            {
#endif
            add_point(xmax, ymax,
                      data[4 * (xmax + ymax * p->w) + 0],
                      data[4 * (xmax + ymax * p->w) + 1],
                      data[4 * (xmax + ymax * p->w) + 2],
                      wmax);
#if POINTS_PER_CELL == 1
            }
#endif
#endif
        }
}

int main(int argc, char *argv[])
{
    int opstats[2 * NB_OPS];
    bitstack b;
    pipi_image_t *src, *tmp, *dst;
    double error = 1.0;
    int width, height, ret = 0;
    bool decode = (argc >= 2 && !strcmp(argv[1], "-o"));

    if(!((argc == 2 && !decode) || (argc == 3 && decode)))
    {
        fprintf(stderr, "img2twit: wrong argument count\n");
        fprintf(stderr, "Usage: img2twit <image>        Encode image and print result to stdout\n");
        fprintf(stderr, "       img2twit -o <image>     Read data from stdin and decode image to file\n");
        return EXIT_FAILURE;
    }

    pipi_set_gamma(1.0);

    /* Precompute bit allocation */
    NUM_CHARACTERS = count_unichars();
    TOTAL_BITS = MAX_MSG_LEN * logf(NUM_CHARACTERS) / logf(2);
    HEADER_BITS = logf(MAX_W * MAX_H) / logf(2);
    DATA_BITS = TOTAL_BITS - HEADER_BITS;
#if POINTS_PER_CELL == 1
    CELL_BITS = logf(RANGE_SYXRGB) / logf(2);
#else
    // TODO: implement the following shit
    //float coord_bits = logf((RANGE_Y * RANGE_X) * (RANGE_Y * RANGE_X + 1) / 2);
    //float other_bits = logf(RANGE_R * RANGE_G * RANGE_B * RANGE_S);
    //CELL_BITS = (coord_bits + 2 * other_bits) / logf(2);
    CELL_BITS = 2 * logf(RANGE_SYXRGB) / logf(2);
#endif
    TOTAL_CELLS = (int)(DATA_BITS / CELL_BITS);

    if(decode)
    {
        /* Decoding mode: read UTF-8 text from stdin, find each
         * character's index in our character list, and push it to our
         * wonderful custom bitstream. */
        uint32_t data[MAX_MSG_LEN];
        for(int i = 0; i < MAX_MSG_LEN; i++)
            data[i] = uni2index(fread_utf8(stdin));
        for(int i = MAX_MSG_LEN; i--; )
            b.push(data[i], NUM_CHARACTERS);

        /* Read width and height from bitstream */
        src = NULL;
        width = b.pop(MAX_W);
        height = b.pop(MAX_H);
    }
    else
    {
        /* Argument given: open image for encoding */
        src = pipi_load(argv[1]);

        if(!src)
        {
            fprintf(stderr, "Error loading %s\n", argv[1]);
            return EXIT_FAILURE;
        }

        width = pipi_get_image_width(src);
        height = pipi_get_image_height(src);
    }

    /* Compute best w/h ratio */
    dw = 1; dh = TOTAL_CELLS;
    for(unsigned int i = 1; i <= TOTAL_CELLS; i++)
    {
        int j = TOTAL_CELLS / i;

        float r = (float)width / (float)height;
        float ir = (float)i / (float)j;
        float dwr = (float)dw / (float)dh;

        if(fabs(logf(r / ir)) < fabs(logf(r / dwr)))
        {
            dw = i;
            dh = TOTAL_CELLS / dw;
        }
    }
    while((dh + 1) * dw <= TOTAL_CELLS) dh++;
    while(dw * (dh + 1) <= TOTAL_CELLS) dw++;

    /* Print debug information */
#if DEBUG
    fprintf(stderr, "Maximum message size: %i\n", MAX_MSG_LEN);
    fprintf(stderr, "Available characters: %i\n", NUM_CHARACTERS);
    fprintf(stderr, "Available bits: %f\n", TOTAL_BITS);
    fprintf(stderr, "Maximum image resolution: %ix%i\n", MAX_W, MAX_H);
    fprintf(stderr, "Image resolution: %ix%i\n", width, height);
    fprintf(stderr, "Header bits: %f\n", HEADER_BITS);
    fprintf(stderr, "Bits available for data: %f\n", DATA_BITS);
    fprintf(stderr, "Cell bits: %f\n", CELL_BITS);
    fprintf(stderr, "Available cells: %i\n", TOTAL_CELLS);
    fprintf(stderr, "Wasted bits: %f\n", DATA_BITS - CELL_BITS * TOTAL_CELLS);

    fprintf(stderr, "Chosen image ratio: %i:%i (wasting %i point cells)\n",
            dw, dh, TOTAL_CELLS - dw * dh);
    fprintf(stderr, "Total wasted bits: %f\n",
            DATA_BITS - CELL_BITS * dw * dh);
#endif

    if(src)
    {
        /* Resize and filter image to better state */
        tmp = pipi_resize(src, dw * RANGE_X, dh * RANGE_Y);
        pipi_free(src);
        src = pipi_median_ext(tmp, 1, 1);
        pipi_free(tmp);

        /* Analyse image */
        analyse(src);

        /* Render what we just computed */
        tmp = pipi_new(dw * RANGE_X, dh * RANGE_Y);
        render(tmp, 0, 0, dw * RANGE_X, dh * RANGE_Y);
        error = pipi_measure_rmsd(src, tmp);

#if DEBUG
        fprintf(stderr, "Distance: %2.10g\n", error);
#endif

        memset(opstats, 0, sizeof(opstats));
        for(int iter = 0, stuck = 0, failures = 0, success = 0;
            iter < MAX_ITERATIONS /* && stuck < 5 && */;
            iter++)
        {
            if(failures > 500)
            {
                stuck++;
                failures = 0;
            }

#if !DEBUG
            if(!(iter % 16))
                fprintf(stderr, "\rEncoding... %i%%",
                        iter * 100 / MAX_ITERATIONS);
#endif

            pipi_image_t *scrap = pipi_copy(tmp);

            /* Choose a point at random */
            int pt = det_rand(npoints);
            uint32_t oldval = points[pt];

            /* Compute the affected image zone */
            float fx, fy, fr, fg, fb, fs;
            get_point(pt, &fx, &fy, &fr, &fg, &fb, &fs);
            int zonex = (int)fx / RANGE_X - 1;
            int zoney = (int)fy / RANGE_Y - 1;
            int zonew = 3;
            int zoneh = 3;
            if(zonex < 0) { zonex = 0; zonew--; }
            if(zoney < 0) { zoney = 0; zoneh--; }
            if(zonex + zonew >= (int)dw) { zonew--; }
            if(zoney + zoneh >= (int)dh) { zoneh--; }

            /* Choose random operations and measure their effect */
            uint8_t op1 = rand_op();
            //uint8_t op2 = rand_op();

            uint32_t candidates[3];
            double besterr = error + 1.0;
            int bestop = -1;
            candidates[0] = apply_op(op1, oldval);
            //candidates[1] = apply_op(op2, oldval);
            //candidates[2] = apply_op(op1, apply_op(op2, oldval));

            for(int i = 0; i < 1; i++)
            //for(int i = 0; i < 3; i++)
            {
                if(oldval == candidates[i])
                    continue;

                points[pt] = candidates[i];

                render(scrap, zonex * RANGE_X, zoney * RANGE_Y,
                       zonew * RANGE_X, zoneh * RANGE_Y);

                double newerr = pipi_measure_rmsd(src, scrap);
                if(newerr < besterr)
                {
                    besterr = newerr;
                    bestop = i;
                }
            }

            opstats[op1 * 2]++;
            //opstats[op2 * 2]++;

            if(besterr < error)
            {
                points[pt] = candidates[bestop];
                /* Redraw image if the last check wasn't the best one */
                if(bestop != 2)
                    render(scrap, zonex * RANGE_X, zoney * RANGE_Y,
                           zonew * RANGE_X, zoneh * RANGE_Y);

                pipi_free(tmp);
                tmp = scrap;
#if DEBUG
                fprintf(stderr, "%08i -.%08i %2.010g after op%i(%i)\n", iter,
                        (int)((error - besterr) * 100000000), error, op1, pt);
#endif
                error = besterr;
                opstats[op1 * 2 + 1]++;
                //opstats[op2 * 2 + 1]++;
                failures = 0;
                success++;

                /* Save image! */
                //char buf[128];
                //sprintf(buf, "twit%08i.bmp", success);
                //if((success % 10) == 0)
                //    pipi_save(tmp, buf);
            }
            else
            {
                pipi_free(scrap);
                points[pt] = oldval;
                failures++;
            }
        }

        fprintf(stderr, "\r                    \r");

#if DEBUG
        for(int j = 0; j < 2; j++)
        {
            fprintf(stderr,   "operation: ");
            for(int i = NB_OPS / 2 * j; i < NB_OPS / 2 * (j + 1); i++)
                fprintf(stderr, "%4i ", i);
            fprintf(stderr, "\nattempts:  ");
            for(int i = NB_OPS / 2 * j; i < NB_OPS / 2 * (j + 1); i++)
                fprintf(stderr, "%4i ", opstats[i * 2]);
            fprintf(stderr, "\nsuccesses: ");
            for(int i = NB_OPS / 2 * j; i < NB_OPS / 2 * (j + 1); i++)
                fprintf(stderr, "%4i ", opstats[i * 2 + 1]);
            fprintf(stderr, "\n");
        }

        fprintf(stderr, "Distance: %2.10g\n", error);
#endif

#if 0
        dst = pipi_resize(tmp, width, height);
        pipi_free(tmp);

        /* Save image and bail out */
        pipi_save(dst, "lol.bmp");
        pipi_free(dst);
#endif

        /* Push our points to the bitstream */
        for(int i = 0; i < npoints; i++)
            b.push(points[i], RANGE_SYXRGB);
        b.push(height, MAX_H);
        b.push(width, MAX_W);

        /* Pop Unicode characters from the bitstream and print them */
        for(int i = 0; i < MAX_MSG_LEN; i++)
            fwrite_utf8(stdout, index2uni(b.pop(NUM_CHARACTERS)));
        fprintf(stdout, "\n");
    }
    else
    {
        /* Pop points from the bitstream */
        for(int i = dw * dh; i--; )
        {
#if POINTS_PER_CELL == 2
            points[i * 2 + 1] = b.pop(RANGE_SYXRGB);
            points[i * 2] = b.pop(RANGE_SYXRGB);
#else
            points[i] = b.pop(RANGE_SYXRGB);
#endif
        }
        npoints = dw * dh * POINTS_PER_CELL;

        /* Render these points to a new image */
        tmp = pipi_new(dw * RANGE_X, dh * RANGE_Y);
        render(tmp, 0, 0, dw * RANGE_X, dh * RANGE_Y);

        /* TODO: render directly to the final image; scaling sucks */
        dst = pipi_resize(tmp, width, height);
        pipi_free(tmp);

        /* Save image and bail out */
        pipi_save(dst, argv[2]);
        pipi_free(dst);
    }

    return ret;
}