[gegl] Added exposure combiner, and support tool, for HDR

[Martin Nordholts <martinn src gnome org>]

commit 5bd83227733a9409671ac596920c5fceb2b67b64
Author: Danny Robson <danny blubinc net>
Date:   Wed Aug 11 08:48:08 2010 +0200

    Added exposure combiner, and support tool, for HDR
    
    The exp-combine operation takes n input pads named 'exposure-%u'. They
    are used to estimate the camera response function, and rebuild a
    representative high range image.
    
    The exp_combine tool takes an output, and a series of input and EV
    exposure pairs. It uses the exp-combine operator to produce a high
    range output. This tool has a dependency to libexiv2, for which checks
    have been added to configure.
    
    A regression test is also included, wrapped in a shell script. If
    libexiv2 is not present, the test will be skipped (and not fail).
    
    NOTE: make check fails on some platforms, we need to fix this
    somehow. Maybe add relative error tolerance in img_cmp?

 configure.ac                             |   19 +-
 operations/common/exp-combine.c          | 1293 ++++++++++++++++++++++++++++++
 tests/compositions/data/parliament.hdr   |   12 +
 tests/compositions/data/parliament_0.jpg |  Bin 0 -> 23626 bytes
 tests/compositions/data/parliament_1.jpg |  Bin 0 -> 24789 bytes
 tests/compositions/data/parliament_2.jpg |  Bin 0 -> 20158 bytes
 tests/simple/.gitignore                  |    1 +
 tests/simple/Makefile.am                 |   11 +-
 tests/simple/test-exp-combine.sh         |   24 +
 tools/.gitignore                         |    1 +
 tools/Makefile.am                        |    7 +
 tools/exp_combine.cpp                    |  175 ++++
 12 files changed, 1539 insertions(+), 4 deletions(-)
---
diff --git a/configure.ac b/configure.ac
index 69b46e3..ecb70c1 100644
--- a/configure.ac
+++ b/configure.ac
@@ -936,7 +936,24 @@ AM_CONDITIONAL(HAVE_SPIRO, test "$spiro_ok" = "yes")
 
 AC_SUBST(LIBSPIRO)
 
+###################
+# Check for exiv2
+###################
 
+AC_ARG_WITH(exiv2, [  --without-exiv2         build without libexiv2 support])
+
+have_libexiv2="no"
+if test "x$with_libexiv2" != "xno"; then
+  PKG_CHECK_MODULES(EXIV2, exiv2,
+    have_exiv2="yes",
+    have_exiv2="no  (exiv2 library not found)")
+fi
+
+AM_CONDITIONAL(HAVE_EXIV2, test "$have_exiv2" = "yes")
+
+AC_SUBST(EXIV2_CFLAGS)
+AC_SUBST(EXIV2_CXXFLAGS)
+AC_SUBST(EXIV2_LIBS)
 
 
 #######################
@@ -955,7 +972,6 @@ AC_ARG_ENABLE([workshop],
 
 AM_CONDITIONAL(ENABLE_WORKSHOP, test "x$enable_workshop" = "xyes")
 
-
 #######################
 # Enable extra warnings
 #######################
@@ -1061,4 +1077,5 @@ Optional dependencies:
   avformat:        $have_libavformat
   V4L:             $have_v4l
   spiro:           $spiro_ok
+  EXIV:            $have_exiv2
 ]);
diff --git a/operations/common/exp-combine.c b/operations/common/exp-combine.c
new file mode 100644
index 0000000..07602c1
--- /dev/null
+++ b/operations/common/exp-combine.c
@@ -0,0 +1,1293 @@
+/* This file is an image processing operation for GEGL
+ *
+ * GEGL is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 3 of the License, or (at your option) any later version.
+ *
+ * GEGL is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with GEGL; if not, see <http://www.gnu.org/licenses/>.
+ *
+ * Copyright        2010 Danny Robson      <danny blubinc net>
+ * (pfscalibration) 2006 Grzegorz Krawczyk <gkrawczyk users sourceforge net>
+ */
+
+#include "config.h"
+#include <glib/gi18n-lib.h>
+
+#ifdef GEGL_CHANT_PROPERTIES
+
+gegl_chant_string(exposures, _("Exposure Values"), "",
+                  _("Relative brightness of each exposure in EV"))
+gegl_chant_int   (steps, _("Discretization Bits"),
+                  8, 32, 12,
+                  _("Log2 of source's discretization steps"))
+gegl_chant_double (sigma, _("Weight Sigma"),
+                  0.0f, 32.0f, 8.0f,
+                  _("Weight distrubtion sigma controlling response contributions"))
+
+#else
+
+/*#define DEBUG_LINEARIZE*/
+/*#define DEBUG_SAVE_CURVES*/
+
+#include <gegl-plugin.h>
+struct _GeglChant
+{
+  GeglOperationFilter parent_instance;
+  gpointer            properties;
+};
+
+typedef struct
+{
+  GeglOperationFilterClass parent_class;
+} GeglChantClass;
+
+
+#define GEGL_CHANT_C_FILE "exp-combine.c"
+#include "gegl-chant.h"
+GEGL_DEFINE_DYNAMIC_OPERATION(GEGL_TYPE_OPERATION_FILTER)
+
+#include "graph/gegl-node.h"
+#include "graph/gegl-pad.h"
+#include "gegl-debug.h"
+#include <stdio.h>
+#include <errno.h>
+
+static const gchar *PAD_FORMAT = "R'G'B' float";
+static const gchar *EXP_PREFIX = "exposure-";
+
+enum
+{
+  PROP_OUTPUT = 1,
+  PROP_INPUT,
+  PROP_AUX
+};
+
+
+/* maximum iterations after algorithm accepts local minima */
+static const guint MAXIT = 500;
+
+/* maximum accepted error */
+static const gfloat MAX_DELTA  = 1e-5f;
+static const gfloat MIN_WEIGHT = 1e-3f;
+
+/* number of pixels used if downscaling for curve estimation */
+static const guint  MAX_SCALED_PIXELS = 1000 * 1000;
+
+typedef enum
+{
+  PIXELS_ACTIVE,    /* Must be lowest valid ID, zero */
+  PIXELS_FULL,
+  PIXELS_SCALED,
+
+  NUM_PIXEL_BUCKETS
+} pixel_bucket;
+
+
+typedef struct _exposure
+{
+  /* Immediately higher and lower exposures */
+  struct _exposure *hi;
+  struct _exposure *lo;
+
+  gfloat *pixels[NUM_PIXEL_BUCKETS];
+
+  /* 'Duration' of exposure. May only be relatively correct against the
+   * other exposures in sequence.
+   */
+  gfloat  ti;
+} exposure;
+
+
+static void
+gegl_expcombine_exposures_set_active (GSList       *exposures,
+                                      pixel_bucket  bucket)
+{
+  g_return_if_fail (bucket > PIXELS_ACTIVE && bucket < NUM_PIXEL_BUCKETS);
+
+  for (; exposures; exposures = exposures->next)
+    {
+      exposure *e              = exposures->data;
+      e->pixels[PIXELS_ACTIVE] = e->pixels[bucket];
+    }
+}
+
+
+/* Comparator for struct exposure: order by ti */
+static int
+gegl_expcombine_exposure_cmp (gconstpointer _a,
+                              gconstpointer _b)
+{
+  const exposure *a = _a,
+                 *b = _b;
+
+  if (a->ti > b->ti)
+    return  1;
+  else if (a->ti < b->ti)
+    return -1;
+  else
+    return  0;
+}
+
+
+static exposure*
+gegl_expcombine_new_exposure (void)
+{
+  exposure *e = g_new (exposure, 1);
+  e->hi = e->lo = e;
+
+  memset (e->pixels, 0, sizeof (e->pixels));
+  e->ti = NAN;
+
+  return e;
+}
+
+
+static void
+gegl_expcombine_destroy_exposure (exposure *e)
+{
+  guint i, j;
+
+  /* Unlink ourselves from the next hi and lo exposures */
+  g_return_if_fail (e->lo);
+  g_return_if_fail (e->hi);
+
+  e->lo->hi = (e->hi == e) ? e->lo : e->hi;
+  e->hi->lo = (e->lo == e) ? e->hi : e->lo;
+
+  /* Free each pixel bucket. Each time a non-null is found, free it then null
+   * any references to the same pixels in later buckets.
+   */
+  for (i = PIXELS_ACTIVE + 1; i < NUM_PIXEL_BUCKETS; ++i)
+    {
+      if (e->pixels[i])
+        {
+          g_free (e->pixels[i]);
+
+          for (j = i + 1; j < NUM_PIXEL_BUCKETS; ++j)
+              if (e->pixels[j] == e->pixels[i])
+                  e->pixels[j] = NULL;
+        }
+    }
+
+  g_free (e);
+}
+
+
+/* Initialise a response curve to linear. The absolute values are probably
+ * irrelevant as the curve should be normalised later.
+ */
+static void
+gegl_expcombine_response_linear (gfloat *response,
+                                 guint   steps)
+{
+  guint i;
+  for (i = 0; i < steps; ++i)
+    response[i] = i / 255.0f;
+}
+
+
+/* Generate a weighting curve for the range of pixel values. Weights pixels in
+ * the centre of the range more highly than the extremes.
+ *
+ * -sigma              weights the exponential arguments
+ * -step_min,step_max  describes the region we provide weighting for
+ */
+static void
+gegl_expcombine_weights_gauss (gfloat *weights,
+                               guint   steps,
+                               guint   step_min,
+                               guint   step_max,
+                               gfloat  sigma)
+{
+  gfloat step_mid1, step_mid2;
+  gfloat weight;
+  guint i;
+
+  g_return_if_fail (weights);
+  g_return_if_fail (step_min <= step_max);
+  g_return_if_fail (step_min <  steps);
+  g_return_if_fail (step_max <  steps);
+
+  step_mid1 = step_min + (step_max - step_min) / 2.0f - 0.5f;
+  step_mid2 = (step_mid1 - step_min) * (step_mid1 - step_min);
+
+  for (i = 0; i < steps; ++i)
+    {
+      if (i < step_min || i > step_max)
+        {
+          weights[i] = 0.0f;
+          continue;
+        }
+
+      /* gkrawczyk: that's not really a gaussian, but equation is
+       * taken from Robertson02 paper.
+       */
+      weight = exp ( -sigma                 *
+                    ((gfloat)i - step_mid1) *
+                    ((gfloat)i - step_mid1) /
+                     step_mid2);
+
+      /* ignore very low weights. we rely on these weights being set to zero
+       * in the response estimation code, thus this should not be removed.
+       */
+      if (weight < MIN_WEIGHT)
+        weights[i] = 0.0f;
+      else
+        weights[i] = weight;
+    }
+}
+
+
+/* Normalise the response curve, in place, using the midpoint of the non-zero
+ * region of the response curve. Returns the mid-point value of the curve.
+ */
+static gfloat
+gegl_expcombine_normalize (gfloat *response,
+                           guint   steps)
+{
+  guint  step_min, step_max, step_mid;
+  guint  i;
+  gfloat val_mid;
+
+  g_return_val_if_fail (response, NAN);
+  g_return_val_if_fail (steps > 0, NAN);
+
+  /* Find the first and last non-zero values in response curve */
+  for (step_min = 0;
+       step_min < steps && response[step_min] == 0;
+       ++step_min)
+    ;
+  for (step_max = steps - 1;
+       step_max > 0 && response[step_max] == 0;
+       --step_max)
+    ;
+
+  g_return_val_if_fail (step_max >= step_min, NAN);
+  step_mid = step_min + (step_max - step_min) / 2;
+
+  /* Find the non-zero mid-value of the response curve */
+  val_mid = response[step_mid];
+  if (val_mid == 0.0f)
+  {
+    /* find first non-zero middle response */
+    while (step_mid < step_max && response[step_mid] == 0.0f)
+        ++step_mid;
+    val_mid = response[step_mid];
+  }
+
+  /* Normalize response curve values via the mid-value */
+  g_return_val_if_fail (val_mid != 0.0f, 0.0f);
+
+  for (i = 0; i < steps; ++i)
+      response[i] /= val_mid;
+
+  return val_mid;
+}
+
+
+/* Apply debevec model for response curve application. Does not suffer from
+ * apparent discolouration in some areas of image reconstruction when
+ * compared with robertson.
+ */
+static int
+gegl_expcombine_apply_debevec  (gfloat              *hdr,
+                                const guint          components,
+                                GSList              *imgs,
+                                gfloat             **response,
+                                const gfloat        *weighting,
+                                const guint          steps,
+                                const GeglRectangle *extent)
+{
+  guint  step_min, step_max;
+  guint  num_imgs    = g_slist_length (imgs);
+  guint  saturated   = 0;
+  guint  pixel_count = (guint)(extent->width * extent->height);
+  guint  i, j;
+
+  g_return_val_if_fail (hdr,                        G_MAXINT);
+  g_return_val_if_fail (g_slist_length (imgs) > 0,  G_MAXINT);
+  g_return_val_if_fail (response,                   G_MAXINT);
+  g_return_val_if_fail (weighting,                  G_MAXINT);
+  g_return_val_if_fail (steps > 0,                  G_MAXINT);
+  g_return_val_if_fail (extent,                     G_MAXINT);
+  g_return_val_if_fail (extent->width  > 0,         G_MAXINT);
+  g_return_val_if_fail (extent->height > 0,         G_MAXINT);
+
+  /* anti saturation: calculate trusted camera output range */
+  for (step_min = 0, i = step_min; i <    steps; ++i)
+    if (weighting[i] > 0)
+      {
+        step_min = i;
+        break;
+      }
+  for (step_max = steps - 1, i = step_max; i > step_min; --i)
+    if (weighting[i] > 0)
+      {
+        step_max = i;
+        break;
+      }
+  g_return_val_if_fail (step_max >= step_min, G_MAXINT);
+
+  for (j = 0; j < pixel_count; ++j)
+    {
+      gfloat  sum[3]  = { 0.0f, 0.0f, 0.0f },
+              div     = 0.0f;
+      gfloat  ti_max  = G_MINFLOAT,
+              ti_min  = G_MAXFLOAT;
+      gfloat  average;
+      guint   white_step[3], black_step[3];
+
+      /* all exposures for each pixel */
+      for (i = 0; i < num_imgs; ++i)
+        {
+          exposure *exp_i;
+          guint     step[3], step_hi[3], step_lo[3];
+
+          exp_i    = g_slist_nth_data (imgs, i);
+          step[0]  = exp_i->pixels[PIXELS_ACTIVE][0 + j * components];
+          step[1]  = exp_i->pixels[PIXELS_ACTIVE][1 + j * components];
+          step[2]  = exp_i->pixels[PIXELS_ACTIVE][2 + j * components];
+          g_return_val_if_fail (step[0] < steps && step[1] < steps && step[2] < steps, G_MAXINT);
+
+          /* anti saturation: observe minimum exposure time at which saturated
+           * value is present, and maximum exp time at which black value is
+           * present
+           */
+          if ((step[0] > step_max ||
+               step[1] > step_max ||
+               step[2] > step_max) && exp_i->ti < ti_min)
+            {
+              white_step[0] = MIN (step[0], steps);
+              white_step[1] = MIN (step[1], steps);
+              white_step[2] = MIN (step[2], steps);
+              ti_min        = exp_i->ti;
+            }
+
+          if ((step[0] < step_min ||
+               step[1] < step_min ||
+               step[2] < step_min) && exp_i->ti > ti_max)
+            {
+              /* This could be protected by a max (0, step), but we're using
+               * unsigned ints so it would be worthless currently.
+               */
+              black_step[0] = step[0];
+              black_step[1] = step[1];
+              black_step[2] = step[2];
+              ti_max        = exp_i->ti;
+            }
+
+          /* anti ghosting: monotonous increase in time should result in
+           * monotonous increase in intensity; make forward and backward check,
+           * ignore value if condition not satisfied
+           */
+          step_lo[0] = exp_i->lo->pixels[PIXELS_ACTIVE][0 + j * components];
+          step_lo[1] = exp_i->lo->pixels[PIXELS_ACTIVE][1 + j * components];
+          step_lo[2] = exp_i->lo->pixels[PIXELS_ACTIVE][2 + j * components];
+          g_return_val_if_fail (step_lo[0] < steps &&
+                                step_lo[1] < steps &&
+                                step_lo[2] < steps, G_MAXINT);
+
+          step_hi[0] = exp_i->hi->pixels[PIXELS_ACTIVE][0 + j * components];
+          step_hi[1] = exp_i->hi->pixels[PIXELS_ACTIVE][1 + j * components];
+          step_hi[2] = exp_i->hi->pixels[PIXELS_ACTIVE][2 + j * components];
+          g_return_val_if_fail (step_hi[0] < steps &&
+                                step_hi[1] < steps &&
+                                step_hi[2] < steps, G_MAXINT);
+
+          if (step_lo[0] > step[0] ||
+              step_lo[1] > step[1] ||
+              step_lo[2] > step[2])
+            {
+              white_step[0] = step[0];
+              white_step[1] = step[1];
+              white_step[2] = step[2];
+              /* TODO: This is not an fminf in luminance. Should it be? */
+              /* ti_min        = fminf (exp_i->ti, ti_min); */
+              continue;
+            }
+
+          if (step_hi[0] < step[0] ||
+              step_hi[1] < step[1] ||
+              step_hi[2] < step[2])
+            {
+              black_step[0] = step[0];
+              black_step[1] = step[1];
+              black_step[2] = step[2];
+              /* TODO: This is not an fminf in luminance. Should it be? */
+              /* ti_max        = fmaxf (exp_i->ti, ti_max); */
+              continue;
+            }
+
+          /* Weight the addition into each channel by the average weight of
+           * the channels and the exposure duration. This is the key
+           * difference to robertson.
+           */
+          average  = weighting [step[0]] +
+                     weighting [step[1]] +
+                     weighting [step[2]];
+          average /= 3.0f;
+
+          sum[0] += response[0][step[0]] * average / exp_i->ti;
+          sum[1] += response[1][step[1]] * average / exp_i->ti;
+          sum[2] += response[2][step[2]] * average / exp_i->ti;
+
+          div += average;
+        }
+
+      g_return_val_if_fail (sum[0] >= 0.0f, G_MAXINT);
+      g_return_val_if_fail (sum[1] >= 0.0f, G_MAXINT);
+      g_return_val_if_fail (sum[2] >= 0.0f, G_MAXINT);
+      g_return_val_if_fail (   div >= 0.0f, G_MAXINT);
+      g_return_val_if_fail (ti_max <= ti_min, G_MAXINT);
+
+      /* anti saturation: if a meaningful representation of pixel was not
+       * found, replace it with information from observed data
+       */
+      if (div == 0.0f)
+          ++saturated;
+
+      if (div == 0.0f && ti_max != G_MINFLOAT)
+        {
+          sum[0] = response[0][black_step[0]] / ti_max;
+          sum[1] = response[1][black_step[1]] / ti_max;
+          sum[2] = response[2][black_step[2]] / ti_max;
+          div = 1.0f;
+        }
+      else if (div == 0.0f && ti_min != G_MAXFLOAT)
+        {
+          sum[0] = response[0][white_step[0]] / ti_min;
+          sum[1] = response[1][white_step[1]] / ti_min;
+          sum[2] = response[2][white_step[2]] / ti_min;
+          div = 1.0f;
+        }
+
+      if (div == 0.0f)
+        {
+          hdr[0 + j * components] = 0.0f;
+          hdr[1 + j * components] = 0.0f;
+          hdr[2 + j * components] = 0.0f;
+        }
+      else
+        {
+          hdr[0 + j * components] = sum[0] / div;
+          hdr[1 + j * components] = sum[1] / div;
+          hdr[2 + j * components] = sum[2] / div;
+        }
+    }
+
+  return saturated;
+}
+
+
+/**
+ * @brief Create HDR image by applying response curve to given images
+ * taken with different exposures
+ *
+ * @param hdr [out] HDR image
+ * @param imgs      list of scene exposures
+ * @param response  camera response function (array size of `steps')
+ * @param weighting weighting function for camera output values (array size of `steps')
+ * @param steps     number of camera output levels
+ * @return          number of saturated pixels in the HDR image (0: all OK)
+ */
+static int
+gegl_expcombine_apply_response (gfloat              *hdr,
+                                const guint          offset,
+                                const guint          components,
+                                GSList              *imgs,
+                                const gfloat        *response,
+                                const gfloat        *weighting,
+                                const guint          steps,
+                                const GeglRectangle *extent)
+{
+  guint  step_min, step_max;
+  guint  num_imgs  = g_slist_length (imgs);
+  guint  saturated = 0;
+  guint  pixel_count = (guint)(extent->width * extent->height);
+  guint  i, j;
+
+  g_return_val_if_fail (hdr,                        G_MAXINT);
+  g_return_val_if_fail (g_slist_length (imgs) > 0,  G_MAXINT);
+  g_return_val_if_fail (response,                   G_MAXINT);
+  g_return_val_if_fail (weighting,                  G_MAXINT);
+  g_return_val_if_fail (steps > 0,                  G_MAXINT);
+  g_return_val_if_fail (extent,                     G_MAXINT);
+  g_return_val_if_fail (extent->width  > 0,         G_MAXINT);
+  g_return_val_if_fail (extent->height > 0,         G_MAXINT);
+
+  /* anti saturation: calculate trusted camera output range */
+  for (step_min = 0, i = step_min; i < steps; ++i)
+    {
+      if (weighting[i] > 0)
+        {
+          step_min = i;
+          break;
+        }
+    }
+  for (step_max = steps - 1, i = step_max; i > step_min; --i)
+    {
+      if (weighting[i] > 0)
+        {
+          step_max = i;
+          break;
+        }
+    }
+
+  g_return_val_if_fail (step_max >= step_min, G_MAXINT);
+
+  for (j = 0; j < pixel_count; ++j)
+    {
+      gfloat  sum    = 0.0f,
+              div    = 0.0f;
+      gfloat  ti_max = G_MINFLOAT,
+              ti_min = G_MAXFLOAT;
+
+      /* all exposures for each pixel */
+      for (i = 0; i < num_imgs; ++i)
+        {
+          exposure *exp_i;
+          guint     step, step_hi, step_lo;
+
+          exp_i = g_slist_nth_data (imgs, i);
+          step  = exp_i->pixels[PIXELS_ACTIVE][offset + j * components];
+          g_return_val_if_fail (step < steps, G_MAXINT);
+
+          /* anti saturation: observe minimum exposure time at which saturated
+           * value is present, and maximum exp time at which black value is
+           * present
+           */
+          if (step > step_max)
+              ti_min = fminf (ti_min, exp_i->ti);
+          if (step < step_min)
+              ti_max = fmaxf (ti_max, exp_i->ti);
+
+          /* anti ghosting: monotonous increase in time should result in
+           * monotonous increase in intensity; make forward and backward check,
+           * ignore value if condition not satisfied
+           */
+          step_lo = exp_i->lo->pixels[PIXELS_ACTIVE][offset + j * components];
+          step_hi = exp_i->hi->pixels[PIXELS_ACTIVE][offset + j * components];
+
+          if (step_lo > step || step_hi < step)
+               continue;
+
+          sum += weighting[step] * exp_i->ti * response[step];
+          div += weighting[step] * exp_i->ti * exp_i->ti;
+        }
+
+      g_return_val_if_fail (sum >= 0.0f, G_MAXINT);
+      g_return_val_if_fail (div >= 0.0f, G_MAXINT);
+      g_return_val_if_fail (ti_max <= ti_min, G_MAXINT);
+
+      /* anti saturation: if a meaningful representation of pixel was not
+       * found, replace it with information from observed data
+       */
+      if (div == 0.0f)
+          ++saturated;
+
+      if (div == 0.0f && ti_max != G_MINFLOAT)
+        {
+          sum = response[step_min];
+          div = ti_max;
+        }
+
+      if (div == 0.0f && ti_min != G_MAXFLOAT)
+        {
+          sum = response[step_max];
+          div = ti_min;
+        }
+
+      if (div != 0.0f)
+          hdr[offset + j * components] = sum / div;
+      else
+          hdr[offset + j * components] = 0.0f;
+    }
+
+  return saturated;
+}
+
+
+/**
+ * @brief Calculate camera response using Robertson02 algorithm
+ *
+ * @param luminance [out] estimated luminance values
+ * @param imgs            list of scene exposures
+ * @param response  [out] array to put response function
+ * @param weighting       weights
+ * @param steps           max camera output (no of discrete steps)
+ * @return                number of saturated pixels in the HDR image (0: all OK)
+ */
+
+static int
+gegl_expcombine_get_response (gfloat              *hdr,
+                              const guint          offset,
+                              const guint          components,
+                              GSList              *imgs,
+                              gfloat              *response,
+                              const gfloat        *weighting,
+                              guint                steps,
+                              const GeglRectangle *extent)
+{
+  gfloat  *response_old;
+  gfloat   delta, delta_old;
+
+  gulong  *card;
+  gfloat  *sum;
+
+  guint    i, j, hits;
+  guint    iterations;
+  guint    pixel_count = (guint)(extent->height * extent->width);
+  gulong   saturated  = 0;
+  gboolean converged;
+
+  g_return_val_if_fail (hdr,                        G_MAXINT);
+  g_return_val_if_fail (g_slist_length (imgs) > 1,  G_MAXINT);
+  g_return_val_if_fail (response,                   G_MAXINT);
+  g_return_val_if_fail (weighting,                  G_MAXINT);
+  g_return_val_if_fail (steps > 0,                  G_MAXINT);
+  g_return_val_if_fail (extent,                     G_MAXINT);
+  g_return_val_if_fail (extent->width  > 0,         G_MAXINT);
+  g_return_val_if_fail (extent->height > 0,         G_MAXINT);
+
+  response_old = g_new (gfloat, steps);
+
+  /* 0. Initialization */
+  gegl_expcombine_normalize (response, steps);
+  for (i = 0; i < steps; ++i)
+      response_old[i] = response[i];
+
+  saturated = gegl_expcombine_apply_response (hdr, offset, components, imgs,
+                                              response, weighting, steps,
+                                              extent);
+
+  converged  = FALSE;
+  card       = g_new (gulong, steps);
+  sum        = g_new (gfloat, steps);
+  iterations = 0;
+  delta_old  = 0.0f;
+
+  /* Optimization process */
+  while (!converged)
+  {
+    GSList *cursor = imgs;
+    /* 1. Minimize with respect to response */
+    for (i = 0; i < steps; ++i)
+      {
+        card[i] = 0;
+        sum [i] = 0.0f;
+      }
+
+    for (cursor = imgs; cursor; cursor = cursor->next)
+      {
+        exposure *e = cursor->data;
+
+        for (j = 0; j < pixel_count; ++j)
+          {
+            guint step = e->pixels[PIXELS_ACTIVE][offset + j * components];
+            if (step < steps)
+              {
+                sum[step] += e->ti * hdr[offset + j * components];
+                ++card[step];
+              }
+            else
+              g_warning ("robertson02: m out of range: %u", step);
+          }
+      }
+
+    for (i = 0; i < steps; ++i)
+      {
+        if (card[i] != 0)
+          response[i] = sum[i] / card[i];
+        else
+          response[i] = 0.0f;
+      }
+
+    /* 2. Apply new response */
+    gegl_expcombine_normalize (response, steps);
+    saturated = gegl_expcombine_apply_response (hdr, offset, components, imgs,
+                                                response, weighting, steps,
+                                                extent);
+
+    /* 3. Check stopping condition */
+    delta = 0.0f;
+    hits  = 0;
+
+    for (i = 0; i < steps; ++i)
+      {
+        g_return_val_if_fail (response[i] >= 0, G_MAXINT);
+
+        if (response[i] != 0.0f)
+          {
+            gdouble diff     = response[i] - response_old[i];
+            delta           += diff * diff;
+            response_old[i]  = response[i];
+            ++hits;
+          }
+      }
+    delta /= hits;
+
+
+    GEGL_NOTE (GEGL_DEBUG_PROCESS,
+               "exp-combine convergence, #%u delta=%f (coverage: %u%%)",
+               iterations,
+               delta,
+               (guint)(100.0f * (gfloat)hits / steps));
+    if (delta < MAX_DELTA)
+      converged = TRUE;
+    else if (isnan (delta) || (iterations > MAXIT && delta_old < delta))
+      {
+        g_warning ("exp-combine failed to converge. too noisy data in range.");
+        break;
+      }
+
+    delta_old = delta;
+    ++iterations;
+  }
+
+  g_free (response_old);
+  g_free (card);
+  g_free (sum);
+
+  return saturated;
+}
+
+
+/* All exposure pads have the common prefix, followed by a numeric
+ * identifier.
+ */
+static inline gboolean
+gegl_expcombine_is_exposure_padname (const gchar *p)
+{
+  return g_str_has_prefix (p, EXP_PREFIX);
+}
+
+
+static inline gboolean
+gegl_expcombine_is_exposure_pad (GeglPad *p)
+{
+  return gegl_expcombine_is_exposure_padname (gegl_pad_get_name (p));
+}
+
+
+/* XXX: We create a large quantity of pads for all the exposures, hoping we
+ * create sufficient numbers and they don't utilise too many resources. This
+ * is a bad hack, but works for the time being...
+ */
+static void
+gegl_expcombine_attach (GeglOperation *operation)
+{
+  GObjectClass  *object_class = G_OBJECT_GET_CLASS (operation);
+  gchar padname[16];
+  guint i;
+
+  g_object_class_install_property (G_OBJECT_GET_CLASS (operation),
+                                   PROP_INPUT,
+                                   g_param_spec_object ("output",
+                                                        "output",
+                                                        "Output buffer",
+                                                        GEGL_TYPE_BUFFER,
+                                                        G_PARAM_READWRITE |
+                                                        GEGL_PARAM_PAD_OUTPUT));
+  gegl_operation_create_pad (operation,
+                             g_object_class_find_property (object_class,
+                                                           "output"));
+  for (i = 0; i <= 99; ++i)
+    {
+      snprintf (padname, G_N_ELEMENTS (padname), "exposure_%u", i);
+      g_object_class_install_property (G_OBJECT_GET_CLASS (operation),
+                                       PROP_INPUT,
+                                       g_param_spec_object (padname,
+                                                            padname,
+                                                            "Exposure input.",
+                                                            GEGL_TYPE_BUFFER,
+                                                            G_PARAM_READWRITE |
+                                                            GEGL_PARAM_PAD_INPUT));
+      gegl_operation_create_pad (operation,
+                                 g_object_class_find_property (object_class,
+                                                               padname));
+    }
+}
+
+
+
+static void
+gegl_expcombine_prepare (GeglOperation *operation)
+{
+  GSList *inputs = gegl_node_get_input_pads (operation->node);
+
+  /* Set all the pads output formats, and ensure there is an appropriate node
+   * property for each */
+  for (; inputs; inputs = inputs->next)
+    {
+      GeglPad     *pad     = inputs->data;
+      const gchar *padname = gegl_pad_get_name (pad);
+
+      gegl_pad_set_format (pad, babl_format (PAD_FORMAT));
+
+      /* Create properties for all pads that don't have them, allows arbitrary
+       * numbers of pads.
+       */
+      if (g_object_class_find_property (G_OBJECT_GET_CLASS (operation),
+                                        padname))
+          continue;
+
+      g_warning ("Could not find property for pad '%s'",
+                 gegl_pad_get_name (pad));
+    }
+
+  gegl_operation_set_format (operation, "output", babl_format (PAD_FORMAT));
+}
+
+
+/* Order pads beginning with EXP_PREFIX by their trailing exposure value.
+ * Non-exposure pads come first, then exposure pads without an EV, then
+ * ordered exposure pads.
+ */
+static int
+gegl_expcombine_pad_cmp (gconstpointer _a, gconstpointer _b)
+{
+  const gchar *a = gegl_pad_get_name (GEGL_PAD (_a)),
+              *b = gegl_pad_get_name (GEGL_PAD (_b));
+  guint64      x, y;
+
+  if (!g_str_has_prefix (b, EXP_PREFIX)) return  1;
+  if (!g_str_has_prefix (a, EXP_PREFIX)) return -1;
+
+  a = strrchr (a, '-');
+  b = strrchr (b, '-');
+
+  g_return_val_if_fail (b, -1);
+  g_return_val_if_fail (a, -1);
+
+  y = g_ascii_strtoll (b + 1, NULL, 10);
+  if (errno) return  1;
+  x = g_ascii_strtoll (a + 1, NULL, 10);
+  if (errno) return -1;
+
+  if (x < y) return -1;
+  if (x > y) return  1;
+  return 0;
+}
+
+
+/* Extract a list of exposure pixel and metadata from the operation context.
+ * The data is not guaranteed to be ordered within the list. May return NULL
+ * for error.
+ */
+static GSList *
+gegl_expcombine_get_exposures (GeglOperation        *operation,
+                               GeglOperationContext *context,
+                               const GeglRectangle  *full_roi,
+                               GeglRectangle        *scaled_roi)
+{
+  GeglChantO    *o          = GEGL_CHANT_PROPERTIES (operation);
+  gchar         *ev_cursor  = o->exposures;
+  GSList        *exposures  = NULL,
+                *inputs,
+                *cursor;
+  guint          components = babl_format_get_n_components (babl_format (PAD_FORMAT));
+  gfloat         scale;
+
+  g_return_val_if_fail (operation, NULL);
+  g_return_val_if_fail (context, NULL);
+  g_return_val_if_fail (full_roi, NULL);
+  g_return_val_if_fail (!gegl_rectangle_is_empty (full_roi), NULL);
+  g_return_val_if_fail (scaled_roi, NULL);
+
+  /* Calculate the target dimensions for the downscaled buffer used in the
+   * curve recovery. Does not enlarge the buffer.
+   * sqrt does not cause issues with rectangular buffers as it's merely a
+   * scaling factor for later.
+   */
+  {
+    scale       = MAX_SCALED_PIXELS /
+                  (gfloat)(full_roi->width * full_roi->height);
+    scale       = sqrtf (scale);
+    *scaled_roi = *full_roi;
+
+    if (scale > 1.0f)
+      {
+        scale = 1.0f;
+      }
+    else
+      {
+        scaled_roi->width  = full_roi->width  * scale;
+        scaled_roi->height = full_roi->height * scale;
+      }
+  }
+
+  inputs = g_slist_copy (gegl_node_get_input_pads (operation->node));
+  inputs = g_slist_sort (inputs, gegl_expcombine_pad_cmp);
+
+  /* Read in each of the exposure buffers */
+  for (cursor = inputs; cursor; cursor = cursor->next)
+    {
+      GeglBuffer *buffer;
+      GeglPad    *pad = cursor->data;
+      exposure   *e;
+
+      /* Weed out non-exposure pads */
+      if (!gegl_expcombine_is_exposure_pad (pad))
+        {
+          if (strcmp (gegl_pad_get_name (pad), "aux"))
+              g_warning ("Unexpected pad name '%s' in exp-combine",
+                         gegl_pad_get_name (pad));
+          continue;
+        }
+
+      /* Add exposure to list */
+      buffer  = gegl_operation_context_get_source (context,
+                                                   gegl_pad_get_name (pad));
+      if (!buffer)
+          continue;
+
+      e                = gegl_expcombine_new_exposure ();
+      e->pixels[PIXELS_FULL]   = g_new (gfloat, full_roi->width  *
+                                                full_roi->height *
+                                                components);
+      gegl_buffer_get (buffer, 1.0, full_roi, babl_format (PAD_FORMAT),
+                       e->pixels[PIXELS_FULL], GEGL_AUTO_ROWSTRIDE);
+
+      g_return_val_if_fail (scale <= 1.0f, NULL);
+      if (scale == 1.0f)
+          e->pixels[PIXELS_SCALED] = e->pixels[PIXELS_FULL];
+      else
+        {
+          e->pixels[PIXELS_SCALED] = g_new (gfloat,
+                                            (scaled_roi->width  *
+                                             scaled_roi->height *
+                                             components));
+          gegl_buffer_get (buffer, scale, scaled_roi, babl_format (PAD_FORMAT),
+                           e->pixels[PIXELS_SCALED], GEGL_AUTO_ROWSTRIDE);
+        }
+
+      e->pixels[PIXELS_ACTIVE] = e->pixels[PIXELS_FULL];
+
+      /* Read the exposure time: relate APEX brightness value only as a
+       * function of exposure time that is assume aperture = 1 and
+       * sensitivity = 1
+       */
+      e->ti = g_ascii_strtod (ev_cursor, &ev_cursor);
+      e->ti = 1.0f / powf (2.0f, e->ti);
+
+      /* Krawczyk: absolute calibration: this magic multiplier is a result
+       * of my research in internet plus a bit of tweaking with a luminance
+       * meter. tested with canon 350d, so might be a bit off for other
+       * cameras.
+       *   e->ti /= 1.0592f * 11.4f / 3.125f;
+       */
+
+      /* For the sake of sanity, we scale the times to produce an image which
+       * is much closer to the 'normal' 0-1 range. This prevents components
+       * from going massively outside of our gamut.
+       *
+       * In particular this aids visual inspection and use of standard pixel
+       * value comparison functions in testing.
+       */
+      e->ti *= 5e4f;
+
+      if (errno)
+        {
+          g_warning ("Invalid exposure values specified for exp-combine");
+          g_slist_foreach (exposures,
+                           (GFunc)gegl_expcombine_destroy_exposure,
+                           NULL);
+          g_slist_free    (exposures);
+
+          return NULL;
+        }
+
+      exposures = g_slist_prepend (exposures, e);
+    }
+
+  /* Link each exposure's high and low sibling pointers. Simplifies
+   * anti-ghosting computations later.
+   */
+  exposures = g_slist_sort (exposures, gegl_expcombine_exposure_cmp);
+  {
+    exposure *prev = exposures->data;
+    for (cursor = exposures; cursor; cursor = cursor->next)
+      {
+        exposure *e = cursor->data;
+
+        prev->hi = e;
+        e->lo    = prev;
+        prev     = e;
+      }
+  }
+
+  if (exposures == NULL)
+      g_warning ("exp-combine did not find any suitable input pads");
+  if (*ev_cursor != '\0')
+      g_warning ("too many supplied EVs for input pads");
+
+  g_slist_free (inputs);
+  return exposures;
+}
+
+
+#ifdef DEBUG_SAVE_CURVES
+static void
+gegl_expcombine_save_curves (const gfloat *response,
+                             guint         steps,
+                             const gchar  *path)
+{
+  guint i;
+  FILE *fd = fopen (path, "w");
+
+  for (i = 0; i < steps; ++i)
+    fprintf (fd, "%u %f\n", i, response[i]);
+  fclose (fd);
+
+  return;
+}
+#endif
+
+
+static gboolean
+gegl_expcombine_process (GeglOperation        *operation,
+                         GeglOperationContext *context,
+                         const gchar          *output_pad,
+                         const GeglRectangle  *full_roi)
+{
+  GeglChantO *o           = GEGL_CHANT_PROPERTIES (operation);
+  GeglBuffer *output      = gegl_operation_context_get_target (context,
+                                                               output_pad);
+
+  GeglRectangle   scaled_roi;
+  GSList         *cursor;
+  GSList         *exposures   = gegl_expcombine_get_exposures (operation,
+                                                               context,
+                                                               full_roi,
+                                                               &scaled_roi);
+
+  guint   i;
+  guint   steps      = 1 << o->steps,
+          step_max   = 0,
+          step_min   = steps - 1;
+
+  guint   components = babl_format_get_n_components (babl_format (PAD_FORMAT));
+  gfloat *hdr        = g_new (gfloat, full_roi->width  *
+                                      full_roi->height *
+                                      components);
+  gfloat *weights     =   g_new (gfloat, steps);
+  gfloat *response[3] = { g_new (gfloat, steps),
+                          g_new (gfloat, steps),
+                          g_new (gfloat, steps) };
+
+  guint   saturated  = 0;
+  gfloat  over       = 0.0f,
+          under      = 0.0f;
+
+  g_return_val_if_fail (output,    FALSE);
+  g_return_val_if_fail (exposures, FALSE);
+
+  g_return_val_if_fail (steps      > 0, FALSE);
+  g_return_val_if_fail (components > 0, FALSE);
+
+  /* Find the highest and lowest valid steps in the output. Remap from the
+   * 'normal' 0.0-1.0 floats to the range of integer steps.
+   */
+  for (cursor = exposures; cursor; cursor = cursor->next)
+    {
+      exposure *e = cursor->data;
+
+      for (i = 0; i < full_roi->width * full_roi->height * components; ++i)
+        {
+          /* Clamp the values we receive to [0.0, 1.0) and record the
+           * magnitude of this over/underflow.
+           */
+          if (e->pixels[PIXELS_FULL][i] <= 0.0f)
+            {
+              under += fabs (e->pixels[PIXELS_FULL][i]);
+              e->pixels[PIXELS_FULL][i] = 0.0f;
+            }
+          else if (e->pixels[PIXELS_FULL][i] > 1.0f)
+            {
+              over  += e->pixels[PIXELS_FULL][i] - 1.0f;
+              e->pixels[PIXELS_FULL][i] = 1.0f;
+            }
+
+          e->pixels[PIXELS_FULL][i] *= (steps - 1);
+          if (e->pixels[PIXELS_FULL][i] > 0.0f)
+            {
+              step_max = MAX (step_max, e->pixels[PIXELS_FULL][i]);
+              step_min = MIN (step_min, e->pixels[PIXELS_FULL][i]);
+            }
+        }
+
+      if (e->pixels[PIXELS_SCALED] == e->pixels[PIXELS_FULL])
+          continue;
+
+      for (i = 0; i < scaled_roi.width * scaled_roi.height * components; ++i)
+        {
+          e->pixels[PIXELS_SCALED][i]  = CLAMP (e->pixels[PIXELS_SCALED][i], 0.0f, 1.0f);
+          e->pixels[PIXELS_SCALED][i] *= (steps - 1);
+        }
+
+    }
+
+  g_return_val_if_fail (step_max >= step_min, FALSE);
+  if (under || over)
+      g_warning ("Unexpected pixel bounds. "
+                 "Overflow error: %f, underflow error: %f",
+                 over  / components,
+                 under / components);
+
+  /* Initialise response curves and weights for estimation. Estimate and
+   * retrieve the converted output. Apply the response curves to the input
+   * using the debevec model rather than using the robertson output.
+   */
+  gegl_expcombine_weights_gauss (weights, steps, step_min, step_max, o->sigma);
+  gegl_expcombine_exposures_set_active (exposures, PIXELS_SCALED);
+
+  for (i = 0; i < components; ++i)
+    {
+      gegl_expcombine_response_linear (response[i], steps);
+      saturated += gegl_expcombine_get_response (hdr, i, components, exposures,
+                                                 response[i], weights, steps,
+                                                 &scaled_roi);
+    }
+
+#ifdef DEBUG_SAVE_CURVES
+  gegl_expcombine_save_curves (response[0], steps, "response_r");
+  gegl_expcombine_save_curves (response[1], steps, "response_g");
+  gegl_expcombine_save_curves (response[2], steps, "response_b");
+#endif
+
+  gegl_expcombine_exposures_set_active (exposures, PIXELS_FULL);
+  gegl_expcombine_apply_debevec (hdr, components, exposures, response, weights,
+                            steps, full_roi);
+
+  g_return_val_if_fail (G_N_ELEMENTS (response) == 3, FALSE);
+  g_free (response[0]);
+  g_free (response[1]);
+  g_free (response[2]);
+  g_free (weights);
+
+  if (saturated)
+    {
+      GEGL_NOTE (GEGL_DEBUG_PROCESS,
+                 "exp-combine discovered %u saturated pixels (%f%%), "
+                 "results may be suboptimal", saturated,
+                 100.0f * saturated / full_roi->width / full_roi->height);
+    }
+
+  /* Rescale the output so we can more easily visually inspect the output
+   * using LDR outputs.
+   */
+#ifdef DEBUG_LINEARIZE
+  {
+    gfloat max = G_MINFLOAT;
+    guint  i;
+    for (i = 0; i < full_roi->width * full_roi->height * components; ++i)
+        max = MAX (max, hdr[i]);
+
+    for (i = 0; i < full_roi->width * full_roi->height * components; ++i)
+        hdr[i] /= max;
+  }
+#endif
+
+  /* Save the HDR components to the output buffer. */
+  gegl_buffer_set (output, full_roi, babl_format (PAD_FORMAT), hdr,
+                   GEGL_AUTO_ROWSTRIDE);
+  gegl_cache_computed (gegl_node_get_cache (operation->node), full_roi);
+
+  /* Cleanup */
+  g_free (hdr);
+
+  g_slist_foreach (exposures, (GFunc)gegl_expcombine_destroy_exposure, NULL);
+  g_slist_free    (exposures);
+
+  return TRUE;
+}
+
+
+/* Grab each source's dimensions, and update a running bounding box with the
+ * union of itself and the current source.
+ * TODO: properly support inputs of varying dimensions
+ */
+static GeglRectangle
+gegl_expcombine_get_bounding_box (GeglOperation *operation)
+{
+  GeglRectangle  result = {0,0,0,0};
+  GSList        *inputs = gegl_node_get_input_pads (operation->node);
+
+  for (; inputs; inputs = inputs->next)
+    {
+      GeglPad             *pad = inputs->data;
+      const GeglRectangle *newrect;
+
+      if (!gegl_expcombine_is_exposure_pad (pad))
+        continue;
+
+      /* Get the source bounds and update with the union */
+      newrect = gegl_operation_source_get_bounding_box (operation,
+                                                        gegl_pad_get_name (pad));
+      if (!newrect)
+        continue;
+
+      if (!gegl_rectangle_is_empty (&result) &&
+          !gegl_rectangle_equal (newrect, &result))
+        {
+          g_warning ("expcombine inputs are of varying dimensions");
+        }
+      gegl_rectangle_bounding_box (&result, newrect, &result);
+    }
+
+  if (gegl_rectangle_is_empty (&result))
+      g_warning ("Bounding box for exp-combine should not be empty");
+  return result;
+}
+
+
+static GeglRectangle
+gegl_expcombine_get_cached_region (GeglOperation       *operation,
+                                   const GeglRectangle *roi)
+{
+  return gegl_expcombine_get_bounding_box (operation);
+}
+
+
+/* We have to use all the input to produce any output */
+static GeglRectangle
+gegl_expcombine_get_required_for_output (GeglOperation       *operation,
+                                         const gchar         *input_pad,
+                                         const GeglRectangle *output_roi)
+{
+  return gegl_expcombine_get_bounding_box (operation);
+}
+
+static void
+gegl_chant_class_init (GeglChantClass *klass)
+{
+  GObjectClass             *object_class;
+  GeglOperationClass       *operation_class;
+
+  object_class    = G_OBJECT_CLASS (klass);
+  operation_class = GEGL_OPERATION_CLASS (klass);
+
+  operation_class->attach            = gegl_expcombine_attach;
+  operation_class->process           = gegl_expcombine_process;
+  operation_class->get_bounding_box  = gegl_expcombine_get_bounding_box;
+  operation_class->get_cached_region = gegl_expcombine_get_cached_region;
+
+  operation_class->get_required_for_output = gegl_expcombine_get_required_for_output;
+
+  operation_class->name        = "gegl:exp-combine";
+  operation_class->categories  = "compositors";
+  operation_class->description =
+      _("Combine multiple scene exposures into one high range buffer");
+  operation_class->prepare     = gegl_expcombine_prepare;
+}
+
+
+#endif
+
diff --git a/tests/compositions/data/parliament.hdr b/tests/compositions/data/parliament.hdr
new file mode 100644
index 0000000..5c1f314
--- /dev/null
+++ b/tests/compositions/data/parliament.hdr
@@ -0,0 +1,12 @@
+#?RADIANCE
+SOFTWARE=gegl 0.1.3
+FORMAT=32-bit_rle_rgbe
+
+-Y 220 +X 144
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\ No newline at end of file
diff --git a/tests/compositions/data/parliament_0.jpg b/tests/compositions/data/parliament_0.jpg
new file mode 100644
index 0000000..0a6d8be
Binary files /dev/null and b/tests/compositions/data/parliament_0.jpg differ
diff --git a/tests/compositions/data/parliament_1.jpg b/tests/compositions/data/parliament_1.jpg
new file mode 100644
index 0000000..7425785
Binary files /dev/null and b/tests/compositions/data/parliament_1.jpg differ
diff --git a/tests/compositions/data/parliament_2.jpg b/tests/compositions/data/parliament_2.jpg
new file mode 100644
index 0000000..115431d
Binary files /dev/null and b/tests/compositions/data/parliament_2.jpg differ
diff --git a/tests/simple/.gitignore b/tests/simple/.gitignore
index eb36689..724711a 100644
--- a/tests/simple/.gitignore
+++ b/tests/simple/.gitignore
@@ -6,6 +6,7 @@
 /Makefile.in
 /test-change-processor-rect*
 /test-color-op*
+/test-exp-combine.sh
 /test-gegl-rectangle*
 /test-misc*
 /test-path*
diff --git a/tests/simple/Makefile.am b/tests/simple/Makefile.am
index 6c7661e..eee5747 100644
--- a/tests/simple/Makefile.am
+++ b/tests/simple/Makefile.am
@@ -1,16 +1,21 @@
 # Make the tests run against the build and not the installation
 TESTS_ENVIRONMENT = \
-	GEGL_PATH=$(top_builddir)/operations/common:$(top_builddir)/operations/core:$(top_builddir)/operations/external:$(top_builddir)/operations/affine:$(top_builddir)/operations/generated
+	GEGL_PATH=$(top_builddir)/operations/common:$(top_builddir)/operations/core:$(top_builddir)/operations/external:$(top_builddir)/operations/affine:$(top_builddir)/operations/generated \
+	ABS_TOP_BUILDDIR=$(top_builddir) \
+	ABS_TOP_SRCDIR=$(top_srcdir)
 
 # The tests
-TESTS = \
+noinst_PROGRAMS = \
 	test-change-processor-rect	\
 	test-color-op			\
 	test-gegl-rectangle		\
 	test-misc			\
 	test-path			\
 	test-proxynop-processing
-noinst_PROGRAMS = $(TESTS)
+
+EXTRA_DIST = test-exp-combine.sh
+
+TESTS = $(noinst_PROGRAMS) test-exp-combine.sh
 
 # Common CPPFLAGS
 AM_CPPFLAGS = \
diff --git a/tests/simple/test-exp-combine.sh b/tests/simple/test-exp-combine.sh
new file mode 100755
index 0000000..b5ab2f9
--- /dev/null
+++ b/tests/simple/test-exp-combine.sh
@@ -0,0 +1,24 @@
+#!/bin/sh
+
+# Set by TESTS_ENVIRONMENT in Makefile.am
+abs_top_srcdir=$ABS_TOP_SRCDIR
+abs_top_builddir=$ABS_TOP_BUILDDIR
+
+if [ ! -f $abs_top_builddir/tools/exp_combine ]; then
+  echo "Skipping test-exp-combine due to lack of exp_combine executable"
+  failure=0
+else
+  $abs_top_builddir/tools/exp_combine                              \
+          $abs_top_builddir/tests/simple/test-exp-combine.hdr      \
+          $abs_top_srcdir/tests/compositions/data/parliament_0.jpg \
+          $abs_top_srcdir/tests/compositions/data/parliament_1.jpg \
+          $abs_top_srcdir/tests/compositions/data/parliament_2.jpg \
+  && $abs_top_builddir/tools/img_cmp                               \
+          $abs_top_builddir/tests/simple/test-exp-combine.hdr      \
+          $abs_top_srcdir/tests/compositions/data/parliament.hdr >/dev/null
+  failure=$?
+  [ ! $failure -eq 0 ] && echo "imp_cmp failed (we need to fix the test so it passes on many architectures), see parliament-diff.png"
+  rm -f $abs_top_builddir/tests/simple/test-exp-combine.hdr
+fi
+
+exit $failure
diff --git a/tools/.gitignore b/tools/.gitignore
index 42857ce..cae195e 100644
--- a/tools/.gitignore
+++ b/tools/.gitignore
@@ -2,6 +2,7 @@
 /.libs
 /Makefile
 /Makefile.in
+/exp_combine*
 /img_cmp*
 /introspect*
 /operation_reference*
diff --git a/tools/Makefile.am b/tools/Makefile.am
index db91e92..cdb5f3b 100644
--- a/tools/Makefile.am
+++ b/tools/Makefile.am
@@ -23,3 +23,10 @@ AM_LDFLAGS = \
 	$(DEP_LIBS) $(BABL_LIBS)
 
 noinst_PROGRAMS = introspect operation_reference img_cmp
+
+if HAVE_EXIV2
+noinst_PROGRAMS     += exp_combine 
+exp_combine_SOURCES  = exp_combine.cpp
+exp_combine_LDADD    = $(EXIV2_LIBS) 
+exp_combine_CXXFLAGS = $(AM_CFLAGS) $(EXIV2_CXXFLAGS)
+endif
diff --git a/tools/exp_combine.cpp b/tools/exp_combine.cpp
new file mode 100644
index 0000000..efd8e3c
--- /dev/null
+++ b/tools/exp_combine.cpp
@@ -0,0 +1,175 @@
+
+#include <gegl.h> 
+
+#include <cstdlib>
+#include <cstdio>
+#include <cerrno>
+#include <cmath>
+
+#include <iostream>
+
+#include <exiv2/image.hpp>
+#include <exiv2/exif.hpp>
+
+using namespace std;
+
+enum
+{
+  ARG_COMMAND,
+  ARG_OUTPUT,
+  ARG_PATH_0,
+
+  NUM_ARGS
+};
+
+
+static const
+gchar *COMBINER_INPUT_PREFIX = "exposure-";
+
+
+static void
+check_usage (gint argc, gchar **argv)
+{
+  if (argc == 1)
+    {
+      g_print ("This tool combines multiple exposures of one scene into a "
+               "single buffer.\n");
+      goto die;
+    }
+
+  if (argc < NUM_ARGS)
+    {
+      g_print ("Error: Insufficient arguments\n");
+      goto die;
+    }
+
+  return;
+
+die:
+  g_print ("Usage: %s <output> <input> [<input> ...]\n", argv[0]);
+  exit (EXIT_FAILURE);
+}
+
+
+static gfloat
+expcombine_get_file_ev (const gchar *path)
+{
+  /* Open the file and read in the metadata */
+  Exiv2::Image::AutoPtr image;
+  try 
+    {
+      image = Exiv2::ImageFactory::open (path);
+      image->readMetadata ();
+    }
+  catch (Exiv2::Error ex)
+    {
+      g_print ("Error: unable to read metadata from path: '%s'\n", path);
+      exit (EXIT_FAILURE);
+    }
+
+  Exiv2::ExifData &exifData = image->exifData ();
+  if (exifData.empty ())
+      return NAN;
+
+  /* Calculate the APEX brightness / EV */
+  gfloat time, aperture, gain = 1.0f;
+
+  time     = exifData["Exif.Photo.ExposureTime"].value().toFloat();
+  aperture = exifData["Exif.Photo.FNumber"     ].value().toFloat();
+
+  /* iso */
+  try
+    {
+      gain = exifData["Exif.Photo.ISOSpeedRatings"].value().toLong() / 100.0f;
+    }
+  catch (Exiv2::Error ex)
+    {
+      // Assume ISO is set at 100. It's reasonably likely that the ISO is the
+      // same across all images anyway, and for our purposes the relative
+      // values can be sufficient.
+
+      gain = 1.0f;
+    }
+
+  return log2f (aperture * aperture) + log2f (1 / time) + log2f (gain);
+}
+
+
+int
+main (int    argc,
+      char **argv)
+{
+  guint     cursor;
+  GeglNode *gegl, *combiner, *sink;
+  gchar    *all_evs = g_strdup ("");
+
+  g_thread_init (NULL);
+  gegl_init (&argc, &argv);
+  check_usage (argc, argv);
+
+  gegl     = gegl_node_new ();
+  combiner = gegl_node_new_child (gegl,
+                                  "operation", "gegl:exp-combine",
+                                  NULL);
+
+  for (cursor = ARG_PATH_0; cursor < argc; ++cursor)
+    {
+      const gchar *input_path;
+      gchar        ev_string[G_ASCII_DTOSTR_BUF_SIZE + 1];
+      gfloat       ev_val;
+
+      gchar        combiner_pad[strlen (COMBINER_INPUT_PREFIX) +
+                                G_ASCII_DTOSTR_BUF_SIZE + 1];
+      gint         err;
+
+      GeglNode    *img;
+      
+      input_path = argv[cursor];
+      ev_val     = expcombine_get_file_ev (input_path);
+      if (isnan (ev_val))
+        {
+          g_print ("Failed to calculate exposure value for '%s'\n",
+                   input_path);
+          exit (EXIT_FAILURE);
+        }
+
+      g_ascii_dtostr (ev_string, G_N_ELEMENTS (ev_string), ev_val);
+      all_evs = g_strconcat (all_evs, " ", ev_string, NULL);
+
+      /* Construct and link the input image into the combiner */
+      img = gegl_node_new_child (gegl,
+                                 "operation", "gegl:load",
+                                 "path",      input_path,
+                                  NULL);
+
+      /* Create the exposure pad name */
+      err = snprintf (combiner_pad,
+                      G_N_ELEMENTS (combiner_pad),
+                      "%s%u",
+                      COMBINER_INPUT_PREFIX,
+                      cursor - ARG_PATH_0);
+      if (err < 1 || err >= G_N_ELEMENTS (combiner_pad))
+        {
+          g_warning ("Unable to construct input pad name for exposure %u\n",
+                     cursor);
+          return (EXIT_FAILURE);
+        }
+
+      gegl_node_connect_to (img, "output", combiner, combiner_pad);
+    }
+
+  g_return_val_if_fail (all_evs[0] == ' ', EXIT_FAILURE);
+  gegl_node_set (combiner, "exposures", all_evs + 1, NULL);
+
+
+  /* We should not have skipped past the last element of the arguments */
+  g_return_val_if_fail (cursor == argc, EXIT_FAILURE);
+  sink     = gegl_node_new_child (gegl,
+                                  "operation", "gegl:save",
+                                  "path", argv[ARG_OUTPUT],
+                                   NULL);
+
+  gegl_node_link_many (combiner, sink, NULL);
+  gegl_node_process (sink);
+  return (EXIT_SUCCESS);
+}