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+/**************************************************
+ * file: nlfilt/nlfilt.c
+ *
+ * Copyright (c) 1997 Eric L. Hernes (erich@rrnet.com)
+ * All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions
+ * are met:
+ * 1. Redistributions of source code must retain the above copyright
+ * notice, this list of conditions and the following disclaimer.
+ * 2. The name of the author may not be used to endorse or promote products
+ * derived from this software without specific prior written permission
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR
+ * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+ * OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED.
+ * IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT,
+ * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT
+ * NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+ * DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+ * THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF
+ * THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ */
+
+/*
+ * Algorithm fixes, V2.0 compatibility by David Hodson hodsond@ozemail.com.au
+ */
+
+#include "config.h"
+
+#include <string.h>
+
+#include <libgimp/gimp.h>
+#include <libgimp/gimpui.h>
+
+#include "libgimp/stdplugins-intl.h"
+
+
+#define PLUG_IN_PROC "plug-in-nlfilt"
+#define PLUG_IN_BINARY "nl-filter"
+#define PLUG_IN_ROLE "gimp-nl-filter"
+
+
+typedef struct
+{
+ gdouble alpha;
+ gdouble radius;
+ gint filter;
+} NLFilterValues;
+
+typedef enum
+{
+ filter_alpha_trim,
+ filter_opt_est,
+ filter_edge_enhance
+} FilterType;
+
+static NLFilterValues nlfvals =
+{
+ 0.3,
+ 0.3,
+ 0
+};
+
+/* function protos */
+
+static void query (void);
+static void run (const gchar *name,
+ gint nparam,
+ const GimpParam *param,
+ gint *nretvals,
+ GimpParam **retvals);
+
+static void nlfilter (gint32 drawable_id,
+ GimpPreview *preview);
+static void nlfilter_preview (gpointer drawable_id,
+ GimpPreview *preview);
+
+static gboolean nlfilter_dialog (gint32 drawable_id);
+
+static gint nlfiltInit (gdouble alpha,
+ gdouble radius,
+ FilterType filter);
+
+static void nlfiltRow (guchar *srclast,
+ guchar *srcthis,
+ guchar *srcnext,
+ guchar *dst,
+ gint width,
+ gint bpp,
+ gint filtno);
+
+
+const GimpPlugInInfo PLUG_IN_INFO =
+{
+ NULL, /* init_proc */
+ NULL, /* quit_proc */
+ query, /* query_proc */
+ run, /* run_proc */
+};
+
+MAIN ()
+
+static void
+query (void)
+{
+ static const GimpParamDef args[] =
+ {
+ { GIMP_PDB_INT32, "run-mode", "The run mode { RUN-INTERACTIVE (0), RUN-NONINTERACTIVE (1) }" },
+ { GIMP_PDB_IMAGE, "img", "The Image to Filter" },
+ { GIMP_PDB_DRAWABLE, "drw", "The Drawable" },
+ { GIMP_PDB_FLOAT, "alpha", "The amount of the filter to apply" },
+ { GIMP_PDB_FLOAT, "radius", "The filter radius" },
+ { GIMP_PDB_INT32, "filter", "The Filter to Run, "
+ "0 - alpha trimmed mean; "
+ "1 - optimal estimation (alpha controls noise variance); "
+ "2 - edge enhancement" }
+ };
+
+ gimp_install_procedure (PLUG_IN_PROC,
+ N_("Nonlinear swiss army knife filter"),
+ "This is the pnmnlfilt, in gimp's clothing. "
+ "See the pnmnlfilt manpage for details.",
+ "Graeme W. Gill, gimp 0.99 plug-in by Eric L. Hernes",
+ "Graeme W. Gill, Eric L. Hernes",
+ "1997",
+ N_("_NL Filter..."),
+ "RGB,GRAY",
+ GIMP_PLUGIN,
+ G_N_ELEMENTS (args), 0,
+ args, NULL);
+
+ gimp_plugin_menu_register (PLUG_IN_PROC, "<Image>/Filters/Enhance");
+}
+
+static void
+run (const gchar *name,
+ gint nparams,
+ const GimpParam *param,
+ gint *nreturn_vals,
+ GimpParam **return_vals)
+{
+ static GimpParam values[1];
+ GimpRunMode run_mode;
+ gint32 drawable_id;
+ GimpPDBStatusType status = GIMP_PDB_SUCCESS;
+
+ INIT_I18N ();
+ gegl_init (NULL, NULL);
+
+ run_mode = param[0].data.d_int32;
+ drawable_id = param[2].data.d_drawable;
+
+ *nreturn_vals = 1;
+ *return_vals = values;
+
+ values[0].type = GIMP_PDB_STATUS;
+ values[0].data.d_status = status;
+
+ switch (run_mode)
+ {
+ case GIMP_RUN_INTERACTIVE:
+ gimp_get_data (PLUG_IN_PROC, &nlfvals);
+
+ if (! nlfilter_dialog (drawable_id))
+ return;
+ break;
+
+ case GIMP_RUN_NONINTERACTIVE:
+ if (nparams != 6)
+ {
+ status = GIMP_PDB_CALLING_ERROR;
+ }
+ else
+ {
+ nlfvals.alpha = param[3].data.d_float;
+ nlfvals.radius = param[4].data.d_float;
+ nlfvals.filter = param[5].data.d_int32;
+ }
+
+ break;
+
+ case GIMP_RUN_WITH_LAST_VALS:
+ gimp_get_data (PLUG_IN_PROC, &nlfvals);
+ break;
+
+ default:
+ break;
+ }
+
+ if (status == GIMP_PDB_SUCCESS)
+ {
+ nlfilter (drawable_id, NULL);
+
+ /* Store data */
+ if (run_mode == GIMP_RUN_INTERACTIVE)
+ gimp_set_data (PLUG_IN_PROC, &nlfvals, sizeof (NLFilterValues));
+ }
+
+ values[0].data.d_status = status;
+}
+
+/* pnmnlfilt.c - 4 in 1 (2 non-linear) filter
+** - smooth an anyimage
+** - do alpha trimmed mean filtering on an anyimage
+** - do optimal estimation smoothing on an anyimage
+** - do edge enhancement on an anyimage
+**
+** Version 1.0
+**
+** The implementation of an alpha-trimmed mean filter
+** is based on the description in IEEE CG&A May 1990
+** Page 23 by Mark E. Lee and Richard A. Redner.
+**
+** The paper recommends using a hexagon sampling region around each
+** pixel being processed, allowing an effective sub pixel radius to be
+** specified. The hexagon values are sythesised by area sampling the
+** rectangular pixels with a hexagon grid. The seven hexagon values
+** obtained from the 3x3 pixel grid are used to compute the alpha
+** trimmed mean. Note that an alpha value of 0.0 gives a conventional
+** mean filter (where the radius controls the contribution of
+** surrounding pixels), while a value of 0.5 gives a median filter.
+** Although there are only seven values to trim from before finding
+** the mean, the algorithm has been extended from that described in
+** CG&A by using interpolation, to allow a continuous selection of
+** alpha value between and including 0.0 to 0.5 The useful values
+** for radius are between 0.3333333 (where the filter will have no
+** effect because only one pixel is sampled), to 1.0, where all
+** pixels in the 3x3 grid are sampled.
+**
+** The optimal estimation filter is taken from an article "Converting Dithered
+** Images Back to Gray Scale" by Allen Stenger, Dr Dobb's Journal, November
+** 1992, and this article references "Digital Image Enhancement andNoise Filtering by
+** Use of Local Statistics", Jong-Sen Lee, IEEE Transactions on Pattern Analysis and
+** Machine Intelligence, March 1980.
+**
+** Also borrow the technique used in pgmenhance(1) to allow edge
+** enhancement if the alpha value is negative.
+**
+** Author:
+** Graeme W. Gill, 30th Jan 1993
+** graeme@labtam.oz.au
+**
+** Permission is hereby granted, to use, copy, modify, distribute,
+** and sell this software and its associated documentation files
+** (the "Software") for any purpose without fee, provided
+** that:
+**
+** 1) The above copyright notices and this permission notice
+** accompany all source code copies of the Software and
+** related documentation.
+** and
+**
+** 2) If executable code based on the Software only is distributed,
+** then the accompanying documentation must acknowledge that
+** "this software is based in part on the work of Graeme W. Gill".
+** and
+**
+** 3) It is accepted that Graeme W. Gill (the "Author") accepts
+** NO LIABILITY for damages of any kind. The Software is
+** provided without fee by the Author "AS-IS" and without
+** warranty of any kind, express, implied or otherwise,
+** including without limitation, any warranty of merchantability
+** or fitness for a particular purpose.
+** and
+**
+** 4) These conditions apply to any software derived from or based
+** on the Software, not just to the unmodified library.
+**
+*/
+
+/* ************************************************** */
+/* Hexagon intersecting square area functions */
+/* Compute the area of the intersection of a triangle */
+/* and a rectangle */
+
+static gdouble triang_area(gdouble, gdouble, gdouble, gdouble, gdouble,
+ gdouble, gdouble, gdouble, gint);
+static gdouble rectang_area(gdouble, gdouble, gdouble, gdouble,
+ gdouble, gdouble, gdouble, gdouble);
+static gdouble hex_area(gdouble, gdouble, gdouble, gdouble, gdouble);
+
+static gint atfilt0 (gint *p);
+static gint atfilt1 (gint *p);
+static gint atfilt2 (gint *p);
+static gint atfilt3 (gint *p);
+static gint atfilt4 (gint *p);
+static gint atfilt5 (gint *p);
+
+gint (*atfuncs[6])(gint *) =
+{
+ atfilt0,
+ atfilt1,
+ atfilt2,
+ atfilt3,
+ atfilt4,
+ atfilt5
+};
+
+static gint noisevariance;
+
+#define MXIVAL 255 /* maximum input value */
+#define NOIVAL (MXIVAL + 1) /* number of possible input values */
+
+#define SCALEB 8 /* scale bits */
+#define SCALE (1 << SCALEB) /* scale factor */
+
+#define CSCALEB 2 /* coarse scale bits */
+#define CSCALE (1 << CSCALEB) /* coarse scale factor */
+#define MXCSVAL (MXIVAL * CSCALE) /* maximum coarse scaled values */
+#define NOCSVAL (MXCSVAL + 1) /* number of coarse scaled values */
+#define SCTOCSC(x) ((x) >> (SCALEB - CSCALEB)) /* convert from scaled to coarse scaled */
+#define CSCTOSC(x) ((x) << (SCALEB - CSCALEB)) /* convert from course scaled to scaled */
+
+/* round and scale floating point to scaled integer */
+#define SROUND(x) ((gint)(((x) * (gdouble)SCALE) + 0.5))
+/* round and un-scale scaled integer value */
+#define RUNSCALE(x) (((x) + (1 << (SCALEB-1))) >> SCALEB) /* rounded un-scale */
+#define UNSCALE(x) ((x) >> SCALEB)
+
+/* Note: modified by David Hodson, nlfiltRow now accesses
+ * srclast, srcthis, and srcnext from [-bpp] to [width*bpp-1].
+ * Beware if you use this code anywhere else!
+ */
+static void
+nlfiltRow (guchar *srclast, guchar *srcthis, guchar *srcnext, guchar *dst,
+ gint width, gint bpp, gint filtno)
+{
+ gint pf[9];
+ guchar *ip0, *ip1, *ip2, *or, *orend;
+
+ orend = dst + width * bpp;
+ ip0 = srclast;
+ ip1 = srcthis;
+ ip2 = srcnext;
+
+ for (or = dst; or < orend; ip0++, ip1++, ip2++, or++)
+ {
+ pf[0] = *ip1;
+ pf[1] = *(ip1 - bpp);
+ pf[2] = *(ip2 - bpp);
+ pf[3] = *(ip2);
+ pf[4] = *(ip2 + bpp);
+ pf[5] = *(ip1 + bpp);
+ pf[6] = *(ip0 + bpp);
+ pf[7] = *(ip0);
+ pf[8] = *(ip0 - bpp);
+ *or=(atfuncs[filtno])(pf);
+ }
+}
+
+/* We restrict radius to the values: 0.333333 <= radius <= 1.0 */
+/* so that no fewer and no more than a 3x3 grid of pixels around */
+/* the pixel in question needs to be read. Given this, we only */
+/* need 3 or 4 weightings per hexagon, as follows: */
+/* _ _ */
+/* Virtical hex: |_|_| 1 2 */
+/* |X|_| 0 3 */
+/* _ */
+/* _ _|_| 1 */
+/* Middle hex: |_| 1 Horizontal hex: |X|_| 0 2 */
+/* |X| 0 |_| 3 */
+/* |_| 2 */
+
+/* all filters */
+gint V0[NOIVAL],V1[NOIVAL],V2[NOIVAL],V3[NOIVAL]; /* vertical hex */
+gint M0[NOIVAL],M1[NOIVAL],M2[NOIVAL]; /* middle hex */
+gint H0[NOIVAL],H1[NOIVAL],H2[NOIVAL],H3[NOIVAL]; /* horizontal hex */
+
+/* alpha trimmed and edge enhancement only */
+gint ALFRAC[NOIVAL * 8]; /* fractional alpha divider table */
+
+/* optimal estimation only */
+gint AVEDIV[7 * NOCSVAL]; /* divide by 7 to give average value */
+gint SQUARE[2 * NOCSVAL]; /* scaled square lookup table */
+
+/* Table initialisation function - return alpha range */
+static gint
+nlfiltInit (gdouble alpha, gdouble radius, FilterType filter)
+{
+ gint alpharange; /* alpha range value 0 - 3 */
+ gdouble meanscale; /* scale for finding mean */
+ gdouble mmeanscale; /* scale for finding mean - midle hex */
+ gdouble alphafraction; /* fraction of next largest/smallest
+ * to subtract from sum
+ */
+ switch (filter)
+ {
+ case filter_alpha_trim:
+ {
+ gdouble noinmean;
+ /* alpha only makes sense in range 0.0 - 0.5 */
+ alpha /= 2.0;
+ /* number of elements (out of a possible 7) used in the mean */
+ noinmean = ((0.5 - alpha) * 12.0) + 1.0;
+ mmeanscale = meanscale = 1.0/noinmean;
+ if (alpha == 0.0) { /* mean filter */
+ alpharange = 0;
+ alphafraction = 0.0; /* not used */
+ } else if (alpha < (1.0/6.0)) { /* mean of 5 to 7 middle values */
+ alpharange = 1;
+ alphafraction = (7.0 - noinmean)/2.0;
+ } else if (alpha < (1.0/3.0)) { /* mean of 3 to 5 middle values */
+ alpharange = 2;
+ alphafraction = (5.0 - noinmean)/2.0;
+ } else { /* mean of 1 to 3 middle values */
+ /* alpha==0.5 => median filter */
+ alpharange = 3;
+ alphafraction = (3.0 - noinmean)/2.0;
+ }
+ }
+ break;
+ case filter_opt_est: {
+ gint i;
+ gdouble noinmean = 7.0;
+
+ /* edge enhancement function */
+ alpharange = 5;
+
+ /* compute scaled hex values */
+ mmeanscale=meanscale=1.0;
+
+ /* Set up 1:1 division lookup - not used */
+ alphafraction=1.0/noinmean;
+
+ /* estimate of noise variance */
+ noisevariance = alpha * (gdouble)255;
+ noisevariance = noisevariance * noisevariance / 8.0;
+
+ /* set yp optimal estimation specific stuff */
+
+ for (i=0;i<(7*NOCSVAL);i++) { /* divide scaled value by 7 lookup */
+ AVEDIV[i] = CSCTOSC(i)/7; /* scaled divide by 7 */
+ }
+ /* compute square and rescale by
+ * (val >> (2 * SCALEB + 2)) table
+ */
+ for (i=0;i<(2*NOCSVAL);i++) {
+ gint val;
+ /* NOCSVAL offset to cope with -ve input values */
+ val = CSCTOSC(i - NOCSVAL);
+ SQUARE[i] = (val * val) >> (2 * SCALEB + 2);
+ }
+ }
+ break;
+ case filter_edge_enhance: {
+ if (alpha == 1.0) alpha = 0.99;
+ alpharange = 4;
+ /* mean of 7 and scaled by -alpha/(1-alpha) */
+ meanscale = 1.0 * (-alpha/((1.0 - alpha) * 7.0));
+
+ /* middle pixel has 1/(1-alpha) as well */
+ mmeanscale = 1.0 * (1.0/(1.0 - alpha) + meanscale);
+ alphafraction = 0.0; /* not used */
+ }
+ break;
+ default:
+ g_printerr ("unknown filter %d\n", filter);
+ return -1;
+ }
+ /*
+ * Setup pixel weighting tables -
+ * note we pre-compute mean division here too.
+ */
+ {
+ gint i;
+ gdouble hexhoff,hexvoff;
+ gdouble tabscale,mtabscale;
+ gdouble v0,v1,v2,v3,m0,m1,m2,h0,h1,h2,h3;
+
+ /* horizontal offset of virtical hex centers */
+ hexhoff = radius/2;
+
+ /* vertical offset of virtical hex centers */
+ hexvoff = 3.0 * radius/sqrt(12.0);
+
+ /*
+ * scale tables to normalise by hexagon
+ * area, and number of hexes used in mean
+ */
+ tabscale = meanscale / (radius * hexvoff);
+ mtabscale = mmeanscale / (radius * hexvoff);
+ v0 = hex_area(0.0,0.0,hexhoff,hexvoff,radius) * tabscale;
+ v1 = hex_area(0.0,1.0,hexhoff,hexvoff,radius) * tabscale;
+ v2 = hex_area(1.0,1.0,hexhoff,hexvoff,radius) * tabscale;
+ v3 = hex_area(1.0,0.0,hexhoff,hexvoff,radius) * tabscale;
+ m0 = hex_area(0.0,0.0,0.0,0.0,radius) * mtabscale;
+ m1 = hex_area(0.0,1.0,0.0,0.0,radius) * mtabscale;
+ m2 = hex_area(0.0,-1.0,0.0,0.0,radius) * mtabscale;
+ h0 = hex_area(0.0,0.0,radius,0.0,radius) * tabscale;
+ h1 = hex_area(1.0,1.0,radius,0.0,radius) * tabscale;
+ h2 = hex_area(1.0,0.0,radius,0.0,radius) * tabscale;
+ h3 = hex_area(1.0,-1.0,radius,0.0,radius) * tabscale;
+
+ for (i=0; i <= MXIVAL; i++) {
+ gdouble fi;
+ fi = (gdouble)i;
+ V0[i] = SROUND(fi * v0);
+ V1[i] = SROUND(fi * v1);
+ V2[i] = SROUND(fi * v2);
+ V3[i] = SROUND(fi * v3);
+ M0[i] = SROUND(fi * m0);
+ M1[i] = SROUND(fi * m1);
+ M2[i] = SROUND(fi * m2);
+ H0[i] = SROUND(fi * h0);
+ H1[i] = SROUND(fi * h1);
+ H2[i] = SROUND(fi * h2);
+ H3[i] = SROUND(fi * h3);
+ }
+ /* set up alpha fraction lookup table used on big/small */
+ for (i=0; i < (NOIVAL * 8); i++) {
+ ALFRAC[i] = SROUND((gdouble)i * alphafraction);
+ }
+ }
+ return alpharange;
+}
+
+/* Core pixel processing function - hand it 3x3 pixels and return result. */
+/* Mean filter */
+static gint
+atfilt0(gint32 *p)
+{
+ gint retv;
+ /* map to scaled hexagon values */
+ retv = M0[p[0]] + M1[p[3]] + M2[p[7]];
+ retv += H0[p[0]] + H1[p[2]] + H2[p[1]] + H3[p[8]];
+ retv += V0[p[0]] + V1[p[3]] + V2[p[2]] + V3[p[1]];
+ retv += V0[p[0]] + V1[p[3]] + V2[p[4]] + V3[p[5]];
+ retv += H0[p[0]] + H1[p[4]] + H2[p[5]] + H3[p[6]];
+ retv += V0[p[0]] + V1[p[7]] + V2[p[6]] + V3[p[5]];
+ retv += V0[p[0]] + V1[p[7]] + V2[p[8]] + V3[p[1]];
+ return UNSCALE(retv);
+}
+
+/* Mean of 5 - 7 middle values */
+static gint
+atfilt1 (gint32 *p)
+{
+ gint h0,h1,h2,h3,h4,h5,h6; /* hexagon values 2 3 */
+ /* 1 0 4 */
+ /* 6 5 */
+ gint big,small;
+ /* map to scaled hexagon values */
+ h0 = M0[p[0]] + M1[p[3]] + M2[p[7]];
+ h1 = H0[p[0]] + H1[p[2]] + H2[p[1]] + H3[p[8]];
+ h2 = V0[p[0]] + V1[p[3]] + V2[p[2]] + V3[p[1]];
+ h3 = V0[p[0]] + V1[p[3]] + V2[p[4]] + V3[p[5]];
+ h4 = H0[p[0]] + H1[p[4]] + H2[p[5]] + H3[p[6]];
+ h5 = V0[p[0]] + V1[p[7]] + V2[p[6]] + V3[p[5]];
+ h6 = V0[p[0]] + V1[p[7]] + V2[p[8]] + V3[p[1]];
+ /* sum values and also discover the largest and smallest */
+ big = small = h0;
+#define CHECK(xx) \
+ h0 += xx; \
+ if (xx > big) \
+ big = xx; \
+ else if (xx < small) \
+ small = xx;
+ CHECK(h1)
+ CHECK(h2)
+ CHECK(h3)
+ CHECK(h4)
+ CHECK(h5)
+ CHECK(h6)
+#undef CHECK
+ /* Compute mean of middle 5-7 values */
+ return UNSCALE(h0 -ALFRAC[(big + small)>>SCALEB]);
+}
+
+/* Mean of 3 - 5 middle values */
+static gint
+atfilt2 (gint32 *p)
+{
+ gint h0,h1,h2,h3,h4,h5,h6; /* hexagon values 2 3 */
+ /* 1 0 4 */
+ /* 6 5 */
+ gint big0,big1,small0,small1;
+ /* map to scaled hexagon values */
+ h0 = M0[p[0]] + M1[p[3]] + M2[p[7]];
+ h1 = H0[p[0]] + H1[p[2]] + H2[p[1]] + H3[p[8]];
+ h2 = V0[p[0]] + V1[p[3]] + V2[p[2]] + V3[p[1]];
+ h3 = V0[p[0]] + V1[p[3]] + V2[p[4]] + V3[p[5]];
+ h4 = H0[p[0]] + H1[p[4]] + H2[p[5]] + H3[p[6]];
+ h5 = V0[p[0]] + V1[p[7]] + V2[p[6]] + V3[p[5]];
+ h6 = V0[p[0]] + V1[p[7]] + V2[p[8]] + V3[p[1]];
+ /* sum values and also discover the 2 largest and 2 smallest */
+ big0 = small0 = h0;
+ small1 = G_MAXINT;
+ big1 = 0;
+#define CHECK(xx) \
+ h0 += xx; \
+ if (xx > big1) \
+ { \
+ if (xx > big0) \
+ { \
+ big1 = big0; \
+ big0 = xx; \
+ } \
+ else \
+ big1 = xx; \
+ } \
+ if (xx < small1) \
+ { \
+ if (xx < small0) \
+ { \
+ small1 = small0; \
+ small0 = xx; \
+ } \
+ else \
+ small1 = xx; \
+ }
+ CHECK(h1)
+ CHECK(h2)
+ CHECK(h3)
+ CHECK(h4)
+ CHECK(h5)
+ CHECK(h6)
+#undef CHECK
+ /* Compute mean of middle 3-5 values */
+ return UNSCALE(h0 -big0 -small0 -ALFRAC[(big1 + small1)>>SCALEB]);
+}
+
+/*
+ * Mean of 1 - 3 middle values.
+ * If only 1 value, then this is a median filter.
+ */
+static gint32
+atfilt3(gint32 *p)
+{
+ gint h0,h1,h2,h3,h4,h5,h6; /* hexagon values 2 3 */
+ /* 1 0 4 */
+ /* 6 5 */
+ gint big0,big1,big2,small0,small1,small2;
+ /* map to scaled hexagon values */
+ h0 = M0[p[0]] + M1[p[3]] + M2[p[7]];
+ h1 = H0[p[0]] + H1[p[2]] + H2[p[1]] + H3[p[8]];
+ h2 = V0[p[0]] + V1[p[3]] + V2[p[2]] + V3[p[1]];
+ h3 = V0[p[0]] + V1[p[3]] + V2[p[4]] + V3[p[5]];
+ h4 = H0[p[0]] + H1[p[4]] + H2[p[5]] + H3[p[6]];
+ h5 = V0[p[0]] + V1[p[7]] + V2[p[6]] + V3[p[5]];
+ h6 = V0[p[0]] + V1[p[7]] + V2[p[8]] + V3[p[1]];
+ /* sum values and also discover the 3 largest and 3 smallest */
+ big0 = small0 = h0;
+ small1 = small2 = G_MAXINT;
+ big1 = big2 = 0;
+#define CHECK(xx) \
+ h0 += xx; \
+ if (xx > big2) \
+ { \
+ if (xx > big1) \
+ { \
+ if (xx > big0) \
+ { \
+ big2 = big1; \
+ big1 = big0; \
+ big0 = xx; \
+ } \
+ else \
+ { \
+ big2 = big1; \
+ big1 = xx; \
+ } \
+ } \
+ else \
+ big2 = xx; \
+ } \
+ if (xx < small2) \
+ { \
+ if (xx < small1) \
+ { \
+ if (xx < small0) \
+ { \
+ small2 = small1; \
+ small1 = small0; \
+ small0 = xx; \
+ } \
+ else \
+ { \
+ small2 = small1; \
+ small1 = xx; \
+ } \
+ } \
+ else \
+ small2 = xx; \
+ }
+ CHECK(h1)
+ CHECK(h2)
+ CHECK(h3)
+ CHECK(h4)
+ CHECK(h5)
+ CHECK(h6)
+#undef CHECK
+ /* Compute mean of middle 1-3 values */
+ return UNSCALE(h0-big0-big1-small0-small1-ALFRAC[(big2+small2)>>SCALEB]);
+}
+
+/* Edge enhancement */
+static gint
+atfilt4 (gint *p)
+{
+ gint hav;
+ /* map to scaled hexagon values and compute enhance value */
+ hav = M0[p[0]] + M1[p[3]] + M2[p[7]];
+ hav += H0[p[0]] + H1[p[2]] + H2[p[1]] + H3[p[8]];
+ hav += V0[p[0]] + V1[p[3]] + V2[p[2]] + V3[p[1]];
+ hav += V0[p[0]] + V1[p[3]] + V2[p[4]] + V3[p[5]];
+ hav += H0[p[0]] + H1[p[4]] + H2[p[5]] + H3[p[6]];
+ hav += V0[p[0]] + V1[p[7]] + V2[p[6]] + V3[p[5]];
+ hav += V0[p[0]] + V1[p[7]] + V2[p[8]] + V3[p[1]];
+ if (hav < 0)
+ hav = 0;
+ hav = UNSCALE(hav);
+ if (hav > (gdouble)255)
+ hav = (gdouble)255;
+ return hav;
+}
+
+/* Optimal estimation - do smoothing in inverse proportion */
+/* to the local variance. */
+/* notice we use the globals noisevariance */
+gint
+atfilt5(gint *p) {
+ gint mean,variance,temp;
+ gint h0,h1,h2,h3,h4,h5,h6; /* hexagon values 2 3 */
+ /* 1 0 4 */
+ /* 6 5 */
+ /* map to scaled hexagon values */
+ h0 = M0[p[0]] + M1[p[3]] + M2[p[7]];
+ h1 = H0[p[0]] + H1[p[2]] + H2[p[1]] + H3[p[8]];
+ h2 = V0[p[0]] + V1[p[3]] + V2[p[2]] + V3[p[1]];
+ h3 = V0[p[0]] + V1[p[3]] + V2[p[4]] + V3[p[5]];
+ h4 = H0[p[0]] + H1[p[4]] + H2[p[5]] + H3[p[6]];
+ h5 = V0[p[0]] + V1[p[7]] + V2[p[6]] + V3[p[5]];
+ h6 = V0[p[0]] + V1[p[7]] + V2[p[8]] + V3[p[1]];
+ mean = h0 + h1 + h2 + h3 + h4 + h5 + h6;
+ /* compute scaled mean by dividing by 7 */
+ mean = AVEDIV[SCTOCSC(mean)];
+
+ /* compute scaled variance */
+ temp = (h1 - mean); variance = SQUARE[NOCSVAL + SCTOCSC(temp)];
+
+ /* and rescale to keep */
+ temp = (h2 - mean); variance += SQUARE[NOCSVAL + SCTOCSC(temp)];
+
+ /* within 32 bit limits */
+ temp = (h3 - mean); variance += SQUARE[NOCSVAL + SCTOCSC(temp)];
+ temp = (h4 - mean); variance += SQUARE[NOCSVAL + SCTOCSC(temp)];
+ temp = (h5 - mean); variance += SQUARE[NOCSVAL + SCTOCSC(temp)];
+ temp = (h6 - mean); variance += SQUARE[NOCSVAL + SCTOCSC(temp)];
+ /* (temp = h0 - mean) */
+ temp = (h0 - mean); variance += SQUARE[NOCSVAL + SCTOCSC(temp)];
+ if (variance != 0) /* avoid possible divide by 0 */
+ /* optimal estimate */
+ temp = mean + (variance * temp) / (variance + noisevariance);
+ else temp = h0;
+ if (temp < 0)
+ temp = 0;
+ temp = RUNSCALE(temp);
+ if (temp > (gdouble)255) temp = (gdouble)255;
+ return temp;
+}
+
+
+/* Triangle orientation is per geometric axes (not graphical axies) */
+
+#define NW 0 /* North west triangle /| */
+#define NE 1 /* North east triangle |\ */
+#define SW 2 /* South west triangle \| */
+#define SE 3 /* South east triangle |/ */
+#define STH 2
+#define EST 1
+
+#define SWAPI(a,b) (t = a, a = -b, b = -t)
+
+/* compute the area of overlap of a hexagon diameter d, */
+/* centered at hx,hy, with a unit square of center sx,sy. */
+static gdouble
+hex_area (gdouble sx, gdouble sy, gdouble hx, gdouble hy, gdouble d)
+{
+ gdouble hx0,hx1,hx2,hy0,hy1,hy2,hy3;
+ gdouble sx0,sx1,sy0,sy1;
+
+ /* compute square co-ordinates */
+ sx0 = sx - 0.5;
+ sy0 = sy - 0.5;
+ sx1 = sx + 0.5;
+ sy1 = sy + 0.5;
+ /* compute hexagon co-ordinates */
+ hx0 = hx - d/2.0;
+ hx1 = hx;
+ hx2 = hx + d/2.0;
+ hy0 = hy - 0.5773502692 * d; /* d / sqrt(3) */
+ hy1 = hy - 0.2886751346 * d; /* d / sqrt(12) */
+ hy2 = hy + 0.2886751346 * d; /* d / sqrt(12) */
+ hy3 = hy + 0.5773502692 * d; /* d / sqrt(3) */
+
+ return
+ triang_area(sx0,sy0,sx1,sy1,hx0,hy2,hx1,hy3,NW) +
+ triang_area(sx0,sy0,sx1,sy1,hx1,hy2,hx2,hy3,NE) +
+ rectang_area(sx0,sy0,sx1,sy1,hx0,hy1,hx2,hy2) +
+ triang_area(sx0,sy0,sx1,sy1,hx0,hy0,hx1,hy1,SW) +
+ triang_area(sx0,sy0,sx1,sy1,hx1,hy0,hx2,hy1,SE);
+}
+
+static gdouble
+triang_area (gdouble rx0, gdouble ry0, gdouble rx1, gdouble ry1, gdouble tx0,
+ gdouble ty0, gdouble tx1, gdouble ty1, gint tt)
+{
+ gdouble a,b,c,d;
+ gdouble lx0,ly0,lx1,ly1;
+ /* Convert everything to a NW triangle */
+ if (tt & STH) {
+ gdouble t;
+ SWAPI(ry0,ry1);
+ SWAPI(ty0,ty1);
+ } if (tt & EST) {
+ gdouble t;
+ SWAPI(rx0,rx1);
+ SWAPI(tx0,tx1);
+ }
+ /* Compute overlapping box */
+ if (tx0 > rx0)
+ rx0 = tx0;
+ if (ty0 > ry0)
+ ry0 = ty0;
+ if (tx1 < rx1)
+ rx1 = tx1;
+ if (ty1 < ry1)
+ ry1 = ty1;
+ if (rx1 <= rx0 || ry1 <= ry0)
+ return 0.0;
+ /* Need to compute diagonal line intersection with the box */
+ /* First compute co-efficients to formulas x = a + by and y = c + dx */
+ b = (tx1 - tx0)/(ty1 - ty0);
+ a = tx0 - b * ty0;
+ d = (ty1 - ty0)/(tx1 - tx0);
+ c = ty0 - d * tx0;
+
+ /* compute top or right intersection */
+ tt = 0;
+ ly1 = ry1;
+ lx1 = a + b * ly1;
+ if (lx1 <= rx0)
+ return (rx1 - rx0) * (ry1 - ry0);
+ else if (lx1 > rx1) { /* could be right hand side */
+ lx1 = rx1;
+ ly1 = c + d * lx1;
+ if (ly1 <= ry0)
+ return (rx1 - rx0) * (ry1 - ry0);
+ tt = 1; /* right hand side intersection */
+ }
+ /* compute left or bottom intersection */
+ lx0 = rx0;
+ ly0 = c + d * lx0;
+ if (ly0 >= ry1)
+ return (rx1 - rx0) * (ry1 - ry0);
+ else if (ly0 < ry0) { /* could be right hand side */
+ ly0 = ry0;
+ lx0 = a + b * ly0;
+ if (lx0 >= rx1)
+ return (rx1 - rx0) * (ry1 - ry0);
+ tt |= 2; /* bottom intersection */
+ }
+
+ if (tt == 0) { /* top and left intersection */
+ /* rectangle minus triangle */
+ return ((rx1 - rx0) * (ry1 - ry0))
+ - (0.5 * (lx1 - rx0) * (ry1 - ly0));
+ }
+ else if (tt == 1) { /* right and left intersection */
+ return ((rx1 - rx0) * (ly0 - ry0))
+ + (0.5 * (rx1 - rx0) * (ly1 - ly0));
+ } else if (tt == 2) { /* top and bottom intersection */
+ return ((rx1 - lx1) * (ry1 - ry0))
+ + (0.5 * (lx1 - lx0) * (ry1 - ry0));
+ } else { /* tt == 3 */ /* right and bottom intersection */
+ /* triangle */
+ return (0.5 * (rx1 - lx0) * (ly1 - ry0));
+ }
+}
+
+/* Compute rectangle area */
+static gdouble
+rectang_area (gdouble rx0, gdouble ry0, gdouble rx1, gdouble ry1, gdouble tx0,
+ gdouble ty0, gdouble tx1, gdouble ty1)
+{
+ /* Compute overlapping box */
+ if (tx0 > rx0)
+ rx0 = tx0;
+ if (ty0 > ry0)
+ ry0 = ty0;
+ if (tx1 < rx1)
+ rx1 = tx1;
+ if (ty1 < ry1)
+ ry1 = ty1;
+ if (rx1 <= rx0 || ry1 <= ry0)
+ return 0.0;
+ return (rx1 - rx0) * (ry1 - ry0);
+}
+
+static void
+nlfilter (gint32 drawable_id,
+ GimpPreview *preview)
+{
+ GeglBuffer *src_buffer;
+ GeglBuffer *dest_buffer;
+ const Babl *format;
+ guchar *srcbuf, *dstbuf;
+ guchar *lastrow, *thisrow, *nextrow, *temprow;
+ gint x1, y1, y2;
+ gint width, height, bpp;
+ gint filtno, y, rowsize, exrowsize, p_update;
+
+ if (preview)
+ {
+ gimp_preview_get_position (preview, &x1, &y1);
+ gimp_preview_get_size (preview, &width, &height);
+ y2 = y1 + height;
+ }
+ else
+ {
+ if (! gimp_drawable_mask_intersect (drawable_id,
+ &x1, &y1, &width, &height))
+ return;
+
+ y2 = y1 + height;
+ }
+
+ if (gimp_drawable_has_alpha (drawable_id))
+ format = babl_format ("R'G'B'A u8");
+ else
+ format = babl_format ("R'G'B' u8");
+
+ src_buffer = gimp_drawable_get_buffer (drawable_id);
+
+ if (preview)
+ dest_buffer = gegl_buffer_new (gegl_buffer_get_extent (src_buffer), format);
+ else
+ dest_buffer = gimp_drawable_get_shadow_buffer (drawable_id);
+
+ bpp = babl_format_get_bytes_per_pixel (format);
+
+ rowsize = width * bpp;
+ exrowsize = (width + 2) * bpp;
+ p_update = width / 20 + 1;
+
+ /* source buffer gives one pixel margin all around destination buffer */
+ srcbuf = g_new0 (guchar, exrowsize * 3);
+ dstbuf = g_new0 (guchar, rowsize);
+
+ /* pointers to second pixel in each source row */
+ lastrow = srcbuf + bpp;
+ thisrow = lastrow + exrowsize;
+ nextrow = thisrow + exrowsize;
+
+ filtno = nlfiltInit (nlfvals.alpha, nlfvals.radius, nlfvals.filter);
+
+ if (!preview)
+ gimp_progress_init (_("NL Filter"));
+
+ /* first row */
+ gegl_buffer_get (src_buffer, GEGL_RECTANGLE (x1, y1, width, 1), 1.0,
+ format, thisrow,
+ GEGL_AUTO_ROWSTRIDE, GEGL_ABYSS_NONE);
+
+ /* copy thisrow[0] to thisrow[-1], thisrow[width-1] to thisrow[width] */
+ memcpy (thisrow - bpp, thisrow, bpp);
+ memcpy (thisrow + rowsize, thisrow + rowsize - bpp, bpp);
+ /* copy whole thisrow to lastrow */
+ memcpy (lastrow - bpp, thisrow - bpp, exrowsize);
+
+ for (y = y1; y < y2 - 1; y++)
+ {
+ if (((y % p_update) == 0) && !preview)
+ gimp_progress_update ((gdouble) y / (gdouble) height);
+
+ gegl_buffer_get (src_buffer, GEGL_RECTANGLE (x1, y + 1, width, 1), 1.0,
+ format, nextrow,
+ GEGL_AUTO_ROWSTRIDE, GEGL_ABYSS_NONE);
+
+ memcpy (nextrow - bpp, nextrow, bpp);
+ memcpy (nextrow + rowsize, nextrow + rowsize - bpp, bpp);
+ nlfiltRow (lastrow, thisrow, nextrow, dstbuf, width, bpp, filtno);
+
+ gegl_buffer_set (dest_buffer, GEGL_RECTANGLE (x1, y, width, 1), 0,
+ format, dstbuf,
+ GEGL_AUTO_ROWSTRIDE);
+
+ /* rotate row buffers */
+ temprow = lastrow; lastrow = thisrow;
+ thisrow = nextrow; nextrow = temprow;
+ }
+
+ /* last row */
+ memcpy (nextrow - bpp, thisrow - bpp, exrowsize);
+ nlfiltRow (lastrow, thisrow, nextrow, dstbuf, width, bpp, filtno);
+
+ gegl_buffer_set (dest_buffer, GEGL_RECTANGLE (x1, y2 - 1, width, 1), 0,
+ format, dstbuf,
+ GEGL_AUTO_ROWSTRIDE);
+
+ g_free (srcbuf);
+ g_free (dstbuf);
+
+ if (preview)
+ {
+ guchar *buf = g_new (guchar, width * height * bpp);
+
+ gegl_buffer_get (dest_buffer, GEGL_RECTANGLE (x1, y1, width, height), 1.0,
+ format, buf,
+ GEGL_AUTO_ROWSTRIDE, GEGL_ABYSS_NONE);
+
+ gimp_preview_draw_buffer (GIMP_PREVIEW (preview), buf, width * bpp);
+
+ g_free (buf);
+ }
+
+ g_object_unref (src_buffer);
+ g_object_unref (dest_buffer);
+
+ if (! preview)
+ {
+ gimp_progress_update (1.0);
+
+ gimp_drawable_merge_shadow (drawable_id, TRUE);
+ gimp_drawable_update (drawable_id, x1, y1, width, height);
+ gimp_displays_flush ();
+ }
+}
+
+static void
+nlfilter_preview (gpointer drawable_id,
+ GimpPreview *preview)
+{
+ nlfilter (GPOINTER_TO_INT (drawable_id), preview);
+}
+
+static gboolean
+nlfilter_dialog (gint32 drawable_id)
+{
+ GtkWidget *dialog;
+ GtkWidget *main_vbox;
+ GtkWidget *preview;
+ GtkWidget *frame;
+ GtkWidget *alpha_trim;
+ GtkWidget *opt_est;
+ GtkWidget *edge_enhance;
+ GtkWidget *table;
+ GtkObject *adj;
+ gboolean run;
+
+ gimp_ui_init (PLUG_IN_BINARY, TRUE);
+
+ dialog = gimp_dialog_new (_("NL Filter"), PLUG_IN_ROLE,
+ NULL, 0,
+ gimp_standard_help_func, PLUG_IN_PROC,
+
+ _("_Cancel"), GTK_RESPONSE_CANCEL,
+ _("_OK"), GTK_RESPONSE_OK,
+
+ NULL);
+
+ gtk_dialog_set_alternative_button_order (GTK_DIALOG (dialog),
+ GTK_RESPONSE_OK,
+ GTK_RESPONSE_CANCEL,
+ -1);
+
+ gimp_window_set_transient (GTK_WINDOW (dialog));
+
+ main_vbox = gtk_box_new (GTK_ORIENTATION_VERTICAL, 12);
+ gtk_container_set_border_width (GTK_CONTAINER (main_vbox), 12);
+ gtk_box_pack_start (GTK_BOX (gtk_dialog_get_content_area (GTK_DIALOG (dialog))),
+ main_vbox, TRUE, TRUE, 0);
+ gtk_widget_show (main_vbox);
+
+ preview = gimp_drawable_preview_new_from_drawable_id (drawable_id);
+ gtk_box_pack_start (GTK_BOX (main_vbox), preview, TRUE, TRUE, 0);
+ gtk_widget_show (preview);
+
+ g_signal_connect_swapped (preview, "invalidated",
+ G_CALLBACK (nlfilter_preview),
+ GINT_TO_POINTER (drawable_id));
+
+ frame = gimp_int_radio_group_new (TRUE, _("Filter"),
+ G_CALLBACK (gimp_radio_button_update),
+ &nlfvals.filter, nlfvals.filter,
+
+ _("_Alpha trimmed mean"),
+ filter_alpha_trim, &alpha_trim,
+ _("Op_timal estimation"),
+ filter_opt_est, &opt_est,
+ _("_Edge enhancement"),
+ filter_edge_enhance, &edge_enhance,
+
+ NULL);
+
+ gtk_box_pack_start (GTK_BOX (main_vbox), frame, FALSE, FALSE, 0);
+ gtk_widget_show (frame);
+
+ g_signal_connect_swapped (alpha_trim, "toggled",
+ G_CALLBACK (gimp_preview_invalidate),
+ preview);
+ g_signal_connect_swapped (opt_est, "toggled",
+ G_CALLBACK (gimp_preview_invalidate),
+ preview);
+ g_signal_connect_swapped (edge_enhance, "toggled",
+ G_CALLBACK (gimp_preview_invalidate),
+ preview);
+
+ table = gtk_table_new (2, 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_vbox), table, FALSE, FALSE, 0);
+ gtk_widget_show (table);
+
+ adj = gimp_scale_entry_new (GTK_TABLE (table), 0, 0,
+ _("A_lpha:"), 0, 0,
+ nlfvals.alpha, 0.0, 1.0, 0.05, 0.1, 2,
+ TRUE, 0, 0,
+ NULL, NULL);
+ g_signal_connect (adj, "value-changed",
+ G_CALLBACK (gimp_double_adjustment_update),
+ &nlfvals.alpha);
+ g_signal_connect_swapped (adj, "value-changed",
+ G_CALLBACK (gimp_preview_invalidate),
+ preview);
+
+ adj = gimp_scale_entry_new (GTK_TABLE (table), 0, 1,
+ _("_Radius:"), 0, 0,
+ nlfvals.radius, 1.0 / 3.0, 1.0, 0.05, 0.1, 2,
+ TRUE, 0, 0,
+ NULL, NULL);
+ g_signal_connect (adj, "value-changed",
+ G_CALLBACK (gimp_double_adjustment_update),
+ &nlfvals.radius);
+ g_signal_connect_swapped (adj, "value-changed",
+ G_CALLBACK (gimp_preview_invalidate),
+ preview);
+
+ gtk_widget_show (dialog);
+
+ run = (gimp_dialog_run (GIMP_DIALOG (dialog)) == GTK_RESPONSE_OK);
+
+ gtk_widget_destroy (dialog);
+
+ return run;
+}