PTdecode/CImg-1.3.0/examples/greycstoration4gimp.cpp

/*
 #
 #  File        : greycstoration4gimp.cpp
 #                ( C++ source file )
 #
 #  Description : GREYCstoration - A tool to denoise, inpaint and resize images.
 #                ( GIMP>=2.3.4 plug-in version )
 #                This file is a part of the CImg Library project.
 #                ( http://cimg.sourceforge.net )
 #
 #    The GREYCstoration algorithm is an implementation of diffusion tensor-directed
 #    diffusion PDE's for image regularization and interpolation, published in
 #
 #    "Fast Anisotropic Smoothing of Multi-Valued Images
 #    using Curvature-Preserving PDE's"
 #    (D. Tschumperle)
 #    International Journal of Computer Vision, May 2006.
 #    (see also http://www.greyc.ensicaen.fr/~dtschump/greycstoration)
 #
 #    "Vector-Valued Image Regularization with PDE's : A Common Framework
 #    for Different Applications"
 #    (D. Tschumperle, R. Deriche).
 #    IEEE Transactions on Pattern Analysis and Machine Intelligence,
 #    Vol 27, No 4, pp 506-517, April 2005.
 #
 #    Copyright  : Grzegorz Szwoch (Original GIMP plugin code)
 #                 David Tschumperle (GREYCstoration API)
 #                 Nikita Melnichenko (Bugs corrections)
 #                 Phillip Wood (Contribution)
 #
 #    Plug-in version: 1.1
 #    Version history:
 #         2008.12.05
 #        - Support for denoising in YCrCb color space (patch by Phillip Wood)
 #    2.9 (2008.06.09)
 #        - New version number, following the release number of CImg.
 #        - Non-interactive mode allowed (patch by Nikita Melnichenko).
 #        - Pdb description parameters re-ordered (patch by Nikita Melnichenko).
 #        - Bug correction when dealing with 16 bits image processed in the
 #          YUV color space.
 #    1.1 (2007.03.31)
 #        - Added support for GimpZoomPreview (optional)
 #        - Make plug-in work for 1 bpp images
 #        - Added button to reset parameters to the initial state
 #    1.0 (2007.03.09)
 #        - Initial release
 #
 #  License     : CeCILL v2.0
 #                ( http://www.cecill.info/licences/Licence_CeCILL_V2-en.html )
 #
 #  This software is governed by the CeCILL  license under French law and
 #  abiding by the rules of distribution of free software.  You can  use,
 #  modify and/ or redistribute the software under the terms of the CeCILL
 #  license as circulated by CEA, CNRS and INRIA at the following URL
 #  "http://www.cecill.info".
 #
 #  As a counterpart to the access to the source code and  rights to copy,
 #  modify and redistribute granted by the license, users are provided only
 #  with a limited warranty  and the software's author,  the holder of the
 #  economic rights,  and the successive licensors  have only  limited
 #  liability.
 #
 #  In this respect, the user's attention is drawn to the risks associated
 #  with loading,  using,  modifying and/or developing or reproducing the
 #  software by the user in light of its specific status of free software,
 #  that may mean  that it is complicated to manipulate,  and  that  also
 #  therefore means  that it is reserved for developers  and  experienced
 #  professionals having in-depth computer knowledge. Users are therefore
 #  encouraged to load and test the software's suitability as regards their
 #  requirements in conditions enabling the security of their systems and/or
 #  data to be ensured and,  more generally, to use and operate it in the
 #  same conditions as regards security.
 #
 #  The fact that you are presently reading this means that you have had
 #  knowledge of the CeCILL license and that you accept its terms.
 #
*/

/* HOW TO COMPILE THIS PLUG-IN ?
 *------------------------------
 * g++ -o greycstoration4gimp greycstoration4gimp.cpp `gimptool-2.0 --cflags` `gimptool-2.0 --libs` -lpthread -O3
 * Then, copy the file 'greycstoration4gimp' into your GIMP plug-in directory.
 */

//----------------------------------
// Define static plug-in parameters
//----------------------------------

// Comment the line below if you don't want to use preview with zoom (zoom feature needs GIMP >= 2.3.4)
#define ZOOMPREVIEW
// Uncomment this line to get a rough estimate of how long the plug-in takes to run
// #define TIMER

// Size of image tiles (in  {0, 256, 512, 1024, 2048})
#define TILESIZE 256

// Size of tile borders (in [0-16]).
#define TILEBORDER  4

// Number of simultaneous computation threads (in [1-16]).
// Note : GREYCstoration multi-threading is HIGHLY experimental and may not work on your
//        computer. Please use it only if you checked that all is working correctly !
#define NTHREADS 1

//-----------------------------------------------------------------------
// Include necessary headers for GIMP, GTK and CImg + GREYCstoration API
//-----------------------------------------------------------------------
#if cimg_OS!=2
#include <pthread.h>
#endif
#define cimg_plugin "plugins/greycstoration.h"
#define cimg_display_type 0
#include <gtk/gtk.h>
#include <libgimp/gimp.h>
#include <libgimp/gimpui.h>
#include "plugins/../CImg.h"
using namespace cimg_library;

//----------------------------------------------------------
// Define algorithm parameters structure and default values
//----------------------------------------------------------
struct Parameters {
  bool patch_based;     // Select patch-based or non-patch method

  // Parameters for patch-based method
  gint     patch_size;  // Size of the patches
  gdouble  sigma_p;     // Sigma_p
  gdouble  sigma_s;     // Sigma_s
  gint     lookup_size; // Lookup size

  // Parameters for non-patch method
  gdouble  amplitude;   // Regularization amplitude
  gdouble  sharpness;   // Contour preservation for regularization (sharpness)
  gdouble  anisotropy;  // Regularization anisotropy
  gdouble  alpha;       // Noise scale
  gdouble  sigma;       // Geometry regularity
  gdouble  dl;          // Spatial integration step for regularization
  gdouble  da;          // Angular integration step for regulatization
  gdouble  gauss_prec;  // Precision of the gaussian function for regularization
  gint     interp;      // Interpolation type
  bool     fast_approx; // Use fast approximation for regularization
  gint     channels;    // Which channels to process
  gint     iterations;  // Number of regularization iterations
  gboolean update_preview;
};

const Parameters defaults_parameters = {
  false, // patch_based
  4,     // patch_size
  10.0f, // sigma_p
  15.0f, // sigma_s
  7,     // Lookup size
  60.0,  // amplitude
  0.7,   // sharpness
  0.3,   // anisotropy
  0.6,   // alpha
  1.1,   // sigma
  0.8,   // dl
  30.0,  // da
  2.0,   // gauss_prec
  0,     // interp
  true,  // fast_approx
  0,     // process RGB channels
  1,     // iterations
  true   // default is to update the preview
};

const gint nb_parameters = 20; // Number of parameters + 2

//---------------------------
// GIMP plug-in declarations
//---------------------------
typedef struct {
  gboolean  run;
} Interface;

// Plug-in functions
static void query(void);
static void run(const gchar*name, gint nparams, const GimpParam *param, gint *nreturn_vals, GimpParam **return_vals);
static void process(GimpPixelRgn *srcPTR, GimpPixelRgn *dstPTR, gint bytes, gint x1, gint x2, gint y1, gint y2, gboolean show_progress);
static void callback_response(GtkWidget *widget, gint response_id, gpointer data);
static void run_greycstoration(CImg<unsigned char>& img, const gboolean show_progress);
static gboolean dialog(GimpDrawable *drawable);
static void update_preview(GimpPreview *preview);

// Plug-in global variables
static gboolean runflag = FALSE;
static Parameters params = defaults_parameters;
GtkWidget *preview;
GtkObject* adj_amplitude;
GtkObject* adj_sharpness;
GtkObject* adj_anisotropy;
GtkObject* adj_alpha;
GtkObject* adj_sigma;
GtkObject* adj_dl;
GtkObject* adj_da;
GtkObject* adj_iterations;
GtkObject* adj_patch_size;
GtkObject* adj_sigma_s;
GtkObject* adj_sigma_p;
GtkObject* adj_lookup_size;
GtkWidget* combo_interp;
GtkWidget* combo_channels;
GtkWidget* button_fast_approx;
GtkWidget* button_patch_based;
CImg<unsigned char> img;

// Specific GIMP stuffs.
GimpPlugInInfo PLUG_IN_INFO = { 0,0,query,run };  // { init_proc, quit_proc, query_proc, run_proc }
MAIN ()
  static void query(void) {
  static GimpParamDef args[] = {
    {GIMP_PDB_INT32,    "run_mode", "Interactive, non-interactive"},
    {GIMP_PDB_IMAGE,    "image", "(unused)"},
    {GIMP_PDB_DRAWABLE, "drawable", "Drawable to draw on"},
    {GIMP_PDB_FLOAT,    "amplitude", "Regularization strength for one iteration"},
    {GIMP_PDB_FLOAT,    "sharpness", "Contour preservation for regularization"},
    {GIMP_PDB_FLOAT,    "anisotropy", "Regularization anisotropy"},
    {GIMP_PDB_FLOAT,    "alpha", "Noise scale"},
    {GIMP_PDB_FLOAT,    "sigma", "Geometry regularity"} ,
    {GIMP_PDB_FLOAT,    "dl", "Spatial integration step for regularization"} ,
    {GIMP_PDB_FLOAT,    "da", "Angular integration step for regulatization"},
    {GIMP_PDB_FLOAT,    "gauss_prec", "Precision of the gaussian function for regularization"},
    {GIMP_PDB_INT8,     "interp", "Interpolation type"},
    {GIMP_PDB_INT32,    "patch_based", "Use patch-based intead of non-patch method"},
    {GIMP_PDB_INT32,    "patch_size", "Size of the patches (for patch-based method)"},
    {GIMP_PDB_FLOAT,    "sigma_p", "Sigma_p (for patch-based method)"},
    {GIMP_PDB_FLOAT,    "sigma_s", "Sigma_s (for patch-based method)"},
    {GIMP_PDB_INT32,    "lookup_size", "Lookup size (for patch-based method)"},
    {GIMP_PDB_INT32,    "fast_approx", "Use fast approximation for regularization"},
    {GIMP_PDB_INT32,    "channels", "Channels to process"},
    {GIMP_PDB_INT32,    "iterations", "Iterations accuracy"}
  };
  gimp_install_procedure ("plug_in_greycstoration",
                          "GREYCstoration Denoising Plugin",
                          "GREYCstoration is an image regularization algorithm which is able to process"
                          " a color image by locally removing small variations of pixel intensities"
                          " while preserving significant global image features, such as edges and corners."
                          " This plugin uses image regularization for image denoising.",
                          "Grzegorz Szwoch & David Tschumperle",
                          "Grzegorz Szwoch & David Tschumperle",
                          "2008-06-02",
                          "_GREYCstoration...",
                          "RGB*, GRAY*",
                          GIMP_PLUGIN,G_N_ELEMENTS(args),0,args, NULL);
  gimp_plugin_menu_register ("plug_in_greycstoration", "<Image>/Filters/Enhance");
}

//------------------------------
// GIMP plug-in 'run' function
//------------------------------
static void run(const gchar *name, gint nparams, const GimpParam *param, gint *nreturn_vals, GimpParam **return_vals) {
  name = 0;
  static GimpParam values[1];
  GimpPDBStatusType status = GIMP_PDB_SUCCESS;
  GimpDrawable *drawable;
  GimpRunMode run_mode;
#ifdef TIMER
  GTimer *timer = g_timer_new ();
#endif
  run_mode = (GimpRunMode)param[0].data.d_int32;
  *return_vals  = values;
  *nreturn_vals = 1;
  values[0].type = GIMP_PDB_STATUS;
  values[0].data.d_status = status;
  //INIT_I18N ();

  // Get drawable information
  drawable = gimp_drawable_get(param[2].data.d_drawable);

  // Make tile cache
  gimp_tile_cache_ntiles (2 * (drawable->width / gimp_tile_width () + 1));

  switch (run_mode) {
  case GIMP_RUN_INTERACTIVE:
    gimp_get_data ("plug_in_greycstoration", &params);    // Reset default values show preview unmodified
    if (!dialog(drawable)) return;
    break;
  case GIMP_RUN_NONINTERACTIVE:
    if (nparams != nb_parameters) { status = GIMP_PDB_CALLING_ERROR; }
    else {
      params.amplitude = param[3].data.d_float;
      params.sharpness = param[4].data.d_float;
      params.anisotropy = param[5].data.d_float;
      params.alpha = param[6].data.d_float;
      params.sigma = param[7].data.d_float;
      params.dl = param[8].data.d_float;
      params.da = param[9].data.d_float;
      params.gauss_prec = param[10].data.d_float;
      params.interp = param[11].data.d_int32;
      params.patch_based = param[12].data.d_int32;
      params.patch_size = param[13].data.d_int32;
      params.sigma_p = param[14].data.d_float;
      params.sigma_s = param[15].data.d_float;
      params.lookup_size = param[16].data.d_int32;
      params.fast_approx = param[17].data.d_int32;
      params.channels = param[18].data.d_int32;
      params.iterations = param[19].data.d_int32;
      if((params.amplitude<0.0) || (params.sharpness<0.0)) status = GIMP_PDB_CALLING_ERROR;
    }
    break;
  case GIMP_RUN_WITH_LAST_VALS:
    gimp_get_data ("plug_in_greycstoration", &params);
    break;
  default:
    break;
  }

  if(status==GIMP_PDB_SUCCESS) {
    drawable = gimp_drawable_get(param[2].data.d_drawable);

    // Process image
    GimpPixelRgn srcPR, destPR;
    gint         x1, y1, x2, y2;

    // Initialize pixel regions
    gimp_pixel_rgn_init(&srcPR,drawable,0,0,drawable->width,drawable->height,false,false);
    gimp_pixel_rgn_init(&destPR,drawable,0,0,drawable->width,drawable->height,true,true);

    // Get the input
    gimp_drawable_mask_bounds(drawable->drawable_id,&x1,&y1,&x2,&y2);

    // Process region
    process(&srcPR,&destPR,drawable->bpp,x1,x2,y1,y2,true);

    // Update image and clean
    gimp_drawable_flush(drawable);
    gimp_drawable_merge_shadow(drawable->drawable_id,true);
    gimp_drawable_update(drawable->drawable_id,x1,y1,x2-x1,y2-y1);
    gimp_displays_flush();

    // Set data for next use of filter
    gimp_set_data("plug_in_greycstoration",&params,sizeof(Parameters));
    gimp_drawable_detach(drawable);
    values[0].data.d_status = status;
  }

#ifdef TIMER
  g_printerr("%f seconds\n",g_timer_elapsed(timer,0));
  g_timer_destroy(timer);
#endif
}

//-----------------------------------
// GIMP plug-in 'process' function
//-----------------------------------
static void process(GimpPixelRgn *srcPR, GimpPixelRgn *destPR, gint bytes, gint x1, gint x2, gint y1, gint y2, gboolean show_progress) {
  gint width  = x2 - x1;
  gint height = y2 - y1;
  guchar* row, *row_ptr;
  if (show_progress) gimp_progress_init("GREYCstoration Filter...");

  // Make CImg instance and fill it with image information
  const gint channels = (bytes<3)?1:3;
  img.assign(width,height,1,channels,0);
  row = g_new(guchar,width*bytes);
  cimg_forY(img,y) {
    gimp_pixel_rgn_get_row(srcPR,row,x1,y1+y,width);
    row_ptr = row;
    cimg_forX(img,x) { cimg_forV(img,k) img(x,y,k) = row_ptr[k]; row_ptr+=bytes; }
  }

  // run GREYCstoration processing
  run_greycstoration(img,show_progress);

  // Write processed image
  cimg_forY(img,y) {
    gimp_pixel_rgn_get_row(srcPR,row,x1,y1+y,width);
    row_ptr = row;
    cimg_forX(img,x) { cimg_forV(img,k) row_ptr[k] = img(x,y,k); row_ptr+=bytes; }
    gimp_pixel_rgn_set_row(destPR,row,x1,y1+y,width);
  }
  g_free(row);
}

//-----------------------------------------
// Run GREYCstoration process on the image
//-----------------------------------------
static void run_greycstoration(CImg<unsigned char>& img, const gboolean show_progress) {
  guint crange_beg=0, crange_end = img.dimv()-1U;
  if (params.channels && img.dimv() > 1) { // Set up colour model and channel options
    img.RGBtoYCbCr();
    if (params.channels == 1) {
      crange_beg=1;
    } else {
      crange_end=0;
    }
  }
  CImg<unsigned char> img_range = img.get_shared_channels(crange_beg, crange_end);

  for (gint iter=0; iter<params.iterations; ++iter) {
    if (params.patch_based) img_range.greycstoration_patch_run(params.patch_size,
                                                         params.sigma_p,
                                                         params.sigma_s,
                                                         params.lookup_size,
                                                         params.fast_approx,
                                                         show_progress?TILESIZE:0,
                                                         TILEBORDER,
                                                         show_progress?NTHREADS:1);
    else img_range.greycstoration_run(params.amplitude,
                                params.sharpness,
                                params.anisotropy,
                                params.alpha,
                                params.sigma,
                                1.0f,
                                params.dl,
                                params.da,
                                params.gauss_prec,
                                params.interp,
                                params.fast_approx,
                                show_progress?TILESIZE:0,
                                TILEBORDER,
                                show_progress?NTHREADS:1);
    gint tick = 0;
    do {
      cimg::wait(100);
      ++tick;
      if (tick==10 && show_progress) { // Update progress bar
        const float pr_iteration = img_range.greycstoration_progress();
        const unsigned int pr_global = (unsigned int)((iter*100 + pr_iteration) / params.iterations);
        gimp_progress_update(pr_global/100.0);
        tick = 0;
      }
    } while (img_range.greycstoration_is_running());
  }
  if (params.channels && img.dimv() > 1) { // Convert back to RGB if required
    img.YCbCrtoRGB();
  }
}

//----------------------
// Update image preview
//----------------------
static void update_preview(GimpPreview *preview) {
#ifdef ZOOMPREVIEW
  // Zoomable style preview
  //-------------------------
  gint width, height, bytes;
  guchar *src, *row_ptr;
  if (img.greycstoration_is_running()) img.greycstoration_stop();
  src = gimp_zoom_preview_get_source(GIMP_ZOOM_PREVIEW(preview),&width,&height,&bytes);
  const gint channels = (bytes<3)?1:3;
  img.assign(width,height,1,channels,0);
  row_ptr = src;
  cimg_forY(img,y) { cimg_forX(img,x) { cimg_forV(img,k) img(x,y,k) = row_ptr[k]; row_ptr += bytes; }}
  run_greycstoration(img,false);
  row_ptr = src;
  cimg_forY(img,y) { cimg_forX(img,x) { cimg_forV(img,k) row_ptr[k] = img(x,y,k); row_ptr += bytes; }}
  gimp_preview_draw_buffer(preview,src,width*bytes);
  g_free(src);

#else
  // Old style preview (without zoom)
  //----------------------------------
  GimpDrawable *drawable;
  gint x, y, width, height;
  GimpPixelRgn srcPR, destPR;
  drawable = gimp_drawable_preview_get_drawable(GIMP_DRAWABLE_PREVIEW(preview));
  gimp_pixel_rgn_init(&srcPR,drawable,0,0,drawable->width,drawable->height,false,false);
  gimp_pixel_rgn_init(&destPR,drawable,0,0,drawable->width,drawable->height,true,true);
  gimp_preview_get_position(preview,&x,&y);
  gimp_preview_get_size(preview,&width,&height);
  if(img.greycstoration_is_running()) img.greycstoration_stop();
  process(&srcPR,&destPR,drawable->bpp,x,x+width,y,y+height,false);
  gimp_pixel_rgn_init(&destPR,drawable,x,y,width,height,false,true);
  gimp_drawable_preview_draw_region(GIMP_DRAWABLE_PREVIEW(preview),&destPR);
#endif
}

//----------------------
// Define dialog window
//----------------------
static gboolean dialog (GimpDrawable *drawable) {
  GtkWidget *dialog;
  GtkWidget *main_hbox;
  GtkWidget *table;

#define SCALE_WIDTH   150
#define ENTRY_WIDTH     4
#define RESPONSE_RESET  1

  gimp_ui_init("greycstoration",true);
  runflag = false;
  dialog = gimp_dialog_new("GREYCstoration", "greycstoration",0,(GtkDialogFlags)0,gimp_standard_help_func,"plug-in-greycstoration",
                           GIMP_STOCK_RESET,RESPONSE_RESET,GTK_STOCK_CANCEL,GTK_RESPONSE_CANCEL,GTK_STOCK_OK,GTK_RESPONSE_OK,NULL);
  gtk_dialog_set_alternative_button_order(GTK_DIALOG(dialog),RESPONSE_RESET,GTK_RESPONSE_OK,GTK_RESPONSE_CANCEL,-1);

#ifdef ZOOMPREVIEW
  gimp_window_set_transient(GTK_WINDOW (dialog));
#endif

  g_signal_connect(dialog,"response",G_CALLBACK(callback_response),preview);
  g_signal_connect(dialog, "destroy",G_CALLBACK(gtk_main_quit),0);

  main_hbox = gtk_hbox_new(false,12);
  gtk_container_set_border_width(GTK_CONTAINER(main_hbox),12);
  gtk_container_add(GTK_CONTAINER(GTK_DIALOG(dialog)->vbox),main_hbox);
  gtk_widget_show(main_hbox);

#ifdef ZOOMPREVIEW
  preview = gimp_zoom_preview_new(drawable);
#else
  preview = gimp_drawable_preview_new(drawable,&params.update_preview);
#endif
  gtk_box_pack_start(GTK_BOX(main_hbox),preview,true,true,0);
  gtk_widget_show(preview);
  g_signal_connect(preview,"invalidated",G_CALLBACK(update_preview),0);

  table = gtk_table_new(3,3,false);
  gtk_table_set_col_spacings(GTK_TABLE(table),6);
  gtk_table_set_row_spacings(GTK_TABLE(table),6);
  gtk_box_pack_start(GTK_BOX(main_hbox),table,false,false,0);
  gtk_widget_show(table);

  // 'Amplitude' slider
  adj_amplitude = gimp_scale_entry_new(GTK_TABLE(table),0,0,"_Strength :",SCALE_WIDTH,ENTRY_WIDTH,
                                       params.amplitude,0.0,200.0,1,10,1,true,0,0,0,0);
  g_signal_connect(adj_amplitude,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.amplitude);
  g_signal_connect_swapped(adj_amplitude,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Sharpness' slider
  adj_sharpness = gimp_scale_entry_new(GTK_TABLE(table),0,1,"Contour preser_vation :",SCALE_WIDTH,ENTRY_WIDTH,
                                       params.sharpness,0.0,5.0,0.05,0.5,2,true,0,0,0,0);
  g_signal_connect(adj_sharpness,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.sharpness);
  g_signal_connect_swapped(adj_sharpness,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Anisotropy' slider
  adj_anisotropy = gimp_scale_entry_new(GTK_TABLE(table),0,2,"_Anisotropy :",SCALE_WIDTH,ENTRY_WIDTH,
                                        params.anisotropy,0.0,1.0,0.05,0.5,2,true,0,0,0,0);
  g_signal_connect(adj_anisotropy,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.anisotropy);
  g_signal_connect_swapped(adj_anisotropy,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Alpha' slider
  adj_alpha = gimp_scale_entry_new(GTK_TABLE(table),0,3,"_Noise scale :",SCALE_WIDTH,ENTRY_WIDTH,
                                   params.alpha,0.0,16.0,0.1,0.5, 1,true,0,0,0,0);
  g_signal_connect(adj_alpha,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.alpha);
  g_signal_connect_swapped(adj_alpha,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Sigma' slider
  adj_sigma = gimp_scale_entry_new(GTK_TABLE(table),0,4,"Geometry _regularity :",SCALE_WIDTH,ENTRY_WIDTH,
                                   params.sigma,0,8.0,0.1,0.5,2,true,0,0,0,0);
  g_signal_connect(adj_sigma,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.sigma);
  g_signal_connect_swapped(adj_sigma,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Spatial step' slider
  adj_dl = gimp_scale_entry_new(GTK_TABLE (table),0,5,"Spatial step :",SCALE_WIDTH,ENTRY_WIDTH,
                                params.dl,0.1,1.0,0.01,0.1,2,true,0,0,0,0);
  g_signal_connect(adj_dl,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.dl);
  g_signal_connect_swapped(adj_dl,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Angular step' slider
  adj_da = gimp_scale_entry_new(GTK_TABLE(table),0,6,"Angu_lar step :",SCALE_WIDTH,ENTRY_WIDTH,
                                params.da,1.0,90.0,1.0,10.0,1,true,0,0,0,0);
  g_signal_connect(adj_da,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.da);
  g_signal_connect_swapped(adj_da,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Interpolation' choice
  combo_interp = gimp_int_combo_box_new("Nearest neighbor",0,"Linear",1,"Runge-Kutta",2,NULL);
  gimp_int_combo_box_set_active(GIMP_INT_COMBO_BOX(combo_interp),params.interp);
  gimp_table_attach_aligned(GTK_TABLE(table),0,8,"Interpolation _type :",0.0,0.5,combo_interp,2,false);
  g_signal_connect(combo_interp,"changed",G_CALLBACK(gimp_int_combo_box_get_active),&params.interp);
  g_signal_connect_swapped(combo_interp,"changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Patch-based' button
  button_patch_based = gtk_check_button_new_with_mnemonic("_Patch-based");
  gtk_toggle_button_set_active(GTK_TOGGLE_BUTTON(button_patch_based),params.patch_based);
  gimp_table_attach_aligned(GTK_TABLE(table),0,9,"Patch-based :",0.0,0.5,button_patch_based,2,false);
  g_signal_connect(button_patch_based,"toggled",G_CALLBACK(gimp_toggle_button_update),&params.patch_based);
  g_signal_connect_swapped(button_patch_based,"toggled",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Patch size' slider
  adj_patch_size = gimp_scale_entry_new(GTK_TABLE(table),0,10,"Patch size :",SCALE_WIDTH,ENTRY_WIDTH,
                                        params.patch_size,1.0,9.0,1.0,1.0,0,true,0,0,0,0);
  g_signal_connect(adj_patch_size,"value_changed",G_CALLBACK(gimp_int_adjustment_update),&params.patch_size);
  g_signal_connect_swapped(adj_patch_size,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Sigma_p' slider
  adj_sigma_p = gimp_scale_entry_new(GTK_TABLE(table),0,11,"_Sigma-p :",SCALE_WIDTH,ENTRY_WIDTH,
                                     params.sigma_p,0.0,30.0,0.1,0.5,1,true,0,0,0,0);
  g_signal_connect(adj_sigma_p,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.sigma_p);
  g_signal_connect_swapped(adj_sigma_p,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Sigma_s' slider
  adj_sigma_s = gimp_scale_entry_new(GTK_TABLE(table),0,12,"_Sigma-s :",SCALE_WIDTH,ENTRY_WIDTH,
                                     params.sigma_s,0.0,30.0,0.1,0.5,1,true,0,0,0,0);
  g_signal_connect(adj_sigma_s,"value_changed",G_CALLBACK(gimp_double_adjustment_update),&params.sigma_s);
  g_signal_connect_swapped(adj_sigma_s,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Lookup size' slider
  adj_lookup_size = gimp_scale_entry_new(GTK_TABLE(table),0,13,"Lookup size :",SCALE_WIDTH,ENTRY_WIDTH,
                                         params.lookup_size,1.0,40.0,1.0,1.0,0,true,0,0,0,0);
  g_signal_connect(adj_lookup_size,"value_changed",G_CALLBACK(gimp_int_adjustment_update),&params.lookup_size);
  g_signal_connect_swapped(adj_lookup_size,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Fast approximation' button
  button_fast_approx = gtk_check_button_new_with_mnemonic("_Enable");
  gtk_toggle_button_set_active(GTK_TOGGLE_BUTTON(button_fast_approx),params.fast_approx);
  gimp_table_attach_aligned(GTK_TABLE(table),0,14,"Approximation :",0.0,0.5,button_fast_approx,2,false);
  g_signal_connect(button_fast_approx,"toggled",G_CALLBACK(gimp_toggle_button_update),&params.fast_approx);
  g_signal_connect_swapped(button_fast_approx,"toggled",G_CALLBACK(gimp_preview_invalidate),preview);

  // 'Channels' choice
  combo_channels = gimp_int_combo_box_new("All",0,"Chroma",1,"Luminance",2,NULL);
  gimp_int_combo_box_set_active(GIMP_INT_COMBO_BOX(combo_channels),params.channels);
  gimp_table_attach_aligned(GTK_TABLE(table),0,15,"Channels",0.0,0.5,combo_channels,2,false);
  g_signal_connect(combo_channels,"changed",G_CALLBACK(gimp_int_combo_box_get_active),&params.channels);
  g_signal_connect_swapped(combo_channels,"changed",G_CALLBACK(gimp_preview_invalidate),preview);
  if (drawable->bpp < 3) gtk_widget_set_sensitive(combo_channels, FALSE);

  // 'Number of iterations' slider
  adj_iterations = gimp_scale_entry_new(GTK_TABLE(table),0,16,"Number of _iterations :",SCALE_WIDTH,ENTRY_WIDTH,
                                        params.iterations,1.0,30.0,1.0,1.0,0,true,0,0,0,0);
  g_signal_connect(adj_iterations,"value_changed",G_CALLBACK(gimp_int_adjustment_update),&params.iterations);
  g_signal_connect_swapped(adj_iterations,"value_changed",G_CALLBACK(gimp_preview_invalidate),preview);

  // Show dialog window
  gtk_widget_show (dialog);
  gtk_main ();

  return runflag;
}

static void callback_response(GtkWidget *widget, gint response_id, gpointer data) {
  data = 0;
  switch (response_id) {
  case RESPONSE_RESET: // Reset parameters to default values & update window
    params = defaults_parameters;
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_amplitude), params.amplitude);
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_sharpness), params.sharpness);
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_anisotropy), params.anisotropy);
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_alpha), params.alpha);
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_sigma), params.sigma);
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_dl), params.dl);
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_da), params.da);
    gtk_adjustment_set_value(GTK_ADJUSTMENT(adj_iterations), params.iterations);
    gimp_int_combo_box_set_active(GIMP_INT_COMBO_BOX(combo_channels), params.channels);
    gimp_int_combo_box_set_active(GIMP_INT_COMBO_BOX(combo_interp), params.interp);
    gtk_toggle_button_set_active (GTK_TOGGLE_BUTTON (button_fast_approx), params.fast_approx);
    gimp_preview_invalidate((GimpPreview*)preview);
    break;
  case GTK_RESPONSE_OK:
    runflag = TRUE;
    gtk_widget_destroy (widget);
    break;
  default:
    gtk_widget_destroy (widget);
    break;
  }
}