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/* $Id: irplib_slitpos.c,v 1.31 2013-07-04 12:10:12 jtaylor Exp $
*
* This file is part of the irplib package
* Copyright (C) 2002,2003 European Southern Observatory
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 of the License, or
* (at your option) any later version.
*
* This program 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02111-1307 USA
*/
/*
* $Author: jtaylor $
* $Date: 2013-07-04 12:10:12 $
* $Revision: 1.31 $
* $Name: not supported by cvs2svn $
*/
#ifdef HAVE_CONFIG_H
#include <config.h>
#endif
/* The IRPLIB-based application may have checked for the availability of
memrchr() in which case the macro HAVE_DECL_MEMRCHR is defined as either
0 or 1. Without checks it is assumed that the function is not available.
With a suitable version of autoconf the macro can be defined with this
entry in configure.ac:
AC_CHECK_DECLS([memrchr])
*/
/*-----------------------------------------------------------------------------
Includes
-----------------------------------------------------------------------------*/
#include <string.h>
#include <math.h>
#include <assert.h>
#include <cpl.h>
#include "irplib_slitpos.h"
#include "irplib_flat.h"
/*-----------------------------------------------------------------------------
Defines
-----------------------------------------------------------------------------*/
/* TEMPORARY SUPPORT OF CPL 5.x */
#ifndef CPL_SIZE_FORMAT
#define CPL_SIZE_FORMAT "d"
#define cpl_size int
#endif
/* END TEMPORARY SUPPORT OF CPL 5.x */
#ifndef IRPLIB_SLITPOS_KERNEL_SIZE_Y
#define IRPLIB_SLITPOS_KERNEL_SIZE_Y 5
#endif
#ifndef IRPLIB_SLITPOS_MAX_EROSION
#define IRPLIB_SLITPOS_MAX_EROSION 1024
#endif
/*-----------------------------------------------------------------------------
Functions prototypes
-----------------------------------------------------------------------------*/
static cpl_error_code irplib_slitpos_find_edges_one_line(const cpl_image *,
int, int *, int *);
static cpl_error_code irplib_slitpos_find_vert_slit_ends(const cpl_image *,
int, int *, int *);
static cpl_error_code irplib_slitpos_find_vert_pos(const cpl_image *, int,
cpl_size *);
static cpl_error_code irplib_image_filter_background_line(cpl_image *,
const cpl_image *,
int, cpl_boolean) ;
/*----------------------------------------------------------------------------*/
/**
* @defgroup irplib_slitpos Functions for slit position
*/
/*----------------------------------------------------------------------------*/
/**@{*/
/*----------------------------------------------------------------------------*/
/**
@brief Detect the slit position, detect its ends, extract a thin image
containing only the slit and find its edges
@param imslit Input image with a vertical slit
@param slit_max_width Maximum slit width
@param slit_flux Some of the pixels values of the slit
@return the table with the slit position or NULL on error
On success the created table contains rows of four columns labeled:
"SLIT_Y" (int)
"SLIT_LEFT" (double)
"SLIT_CENTER" (double)
"SLIT_RIGHT" (double)
This function returns a table with 3 columns:
- Left or Lower edge of the slit
- Center of the slit
- Right or Upper edge of the slit
Additionally, the slit flux is computed. The passed slit_flux pointer
parameter can be NULL. In error case, its value is undefined.
NB: Coordinates use FITS convention.
*/
/*----------------------------------------------------------------------------*/
cpl_table * irplib_slitpos_analysis(const cpl_image * imslit,
int slit_max_width,
double * slit_flux)
{
const int size_x = cpl_image_get_size_x(imslit);
const int size_y = cpl_image_get_size_y(imslit);
int slit_length;
cpl_size slit_pos;
cpl_image * filtered;
cpl_mask * mask;
cpl_image * thin_im;
int slit_top_y = 0; /* Avoid (false) uninit warning */
int slit_bot_y = 0; /* Avoid (false) uninit warning */
cpl_table * self;
double * slit_y,
* slit_x_l,
* slit_x_r;
double * coeff_r;
double * coeff_l;
int i;
cpl_error_code error = CPL_ERROR_NONE;
/* Initialize */
if (slit_flux != NULL) *slit_flux = 0.0 ;
/* Median vertical filtering 3x3 */
mask = cpl_mask_new(3, 3) ;
cpl_mask_not(mask) ;
filtered = cpl_image_new(size_x, size_y, cpl_image_get_type(imslit));
error = cpl_image_filter_mask(filtered, imslit, mask,
CPL_FILTER_MEDIAN, CPL_BORDER_FILTER);
cpl_mask_delete(mask);
if (error) {
cpl_image_delete(filtered);
cpl_ensure(0, cpl_error_get_code(), NULL);
}
/* The background may vary strongly along the vertical line. */
/* Detect and remove background with a 1+2*Slit_max x 1 median filter */
error = irplib_image_filter_background_line(filtered, NULL, slit_max_width,
CPL_TRUE);
if (error) {
cpl_image_delete(filtered) ;
cpl_ensure(0, cpl_error_get_code(), NULL);
}
/* Find the position of the slit */
if (irplib_slitpos_find_vert_pos(filtered, slit_max_width/2, &slit_pos)) {
cpl_image_delete(filtered);
cpl_msg_error(cpl_func, "Could not find the slit position");
cpl_ensure(0, cpl_error_get_code(), NULL);
}
/* Extract a thin image containing the slit */
thin_im = cpl_image_extract(filtered, slit_pos-slit_max_width/2, 1,
slit_pos+slit_max_width/2, size_y);
if (thin_im == NULL) {
cpl_msg_error(cpl_func, "Could not extract the %d pixel thin image "
"around position %"CPL_SIZE_FORMAT,
slit_max_width, slit_pos);
cpl_image_delete(filtered);
cpl_ensure(0, cpl_error_get_code(), NULL);
}
/* Find the ends of the slit */
error = irplib_slitpos_find_vert_slit_ends(thin_im,
IRPLIB_SLITPOS_KERNEL_SIZE_Y,
&slit_bot_y,
&slit_top_y);
cpl_image_delete(thin_im);
if (error) {
cpl_image_delete(filtered);
cpl_ensure(0, cpl_error_get_code(), NULL);
}
/* Extract an image with exactly the slit */
thin_im = cpl_image_extract(filtered,
slit_pos-slit_max_width/2,
slit_bot_y,
slit_pos+slit_max_width/2,
slit_top_y);
cpl_image_delete(filtered);
cpl_ensure(thin_im != NULL, cpl_error_get_code(), NULL);
slit_length = 1 + slit_top_y - slit_bot_y;
/* Allocate some arrays */
slit_y = cpl_malloc(slit_length * sizeof(double));
slit_x_l = cpl_malloc(slit_length * sizeof(double));
slit_x_r = cpl_malloc(slit_length * sizeof(double));
/* Find the edges of the slit */
for (i=0 ; i<slit_length ; i++) {
int right_pos = 0; /* Avoid (false) uninit warning */
int left_pos = 0; /* Avoid (false) uninit warning */
if (irplib_slitpos_find_edges_one_line(thin_im,
i,
&left_pos,
&right_pos)) {
cpl_msg_error(cpl_func, "cannot find the edges of the [%d]th line",
i+1);
cpl_image_delete(thin_im);
return NULL;
}
/* Update the slit_flux */
if (slit_flux != NULL) {
*slit_flux += cpl_image_get_flux_window(thin_im, left_pos+1,
i+1, right_pos+1, i+1) ;
}
/* Store the edges for the fit */
slit_x_l[i] = (double)left_pos;
slit_x_r[i] = (double)right_pos;
slit_y[i] = (double)(i+slit_bot_y-1);
}
cpl_image_delete(thin_im);
/* Linear regression to find the edges */
coeff_l = irplib_flat_fit_slope_robust(slit_y, slit_x_l, slit_length);
coeff_r = irplib_flat_fit_slope_robust(slit_y, slit_x_r, slit_length);
cpl_free(slit_y);
cpl_free(slit_x_l);
cpl_free(slit_x_r);
/* Allocate the table containing the results */
self = cpl_table_new(slit_length);
error |= cpl_table_new_column(self, "SLIT_Y", CPL_TYPE_INT);
error |= cpl_table_new_column(self, "SLIT_LEFT", CPL_TYPE_DOUBLE);
error |= cpl_table_new_column(self, "SLIT_CENTER", CPL_TYPE_DOUBLE);
error |= cpl_table_new_column(self, "SLIT_RIGHT", CPL_TYPE_DOUBLE);
error |= cpl_table_set_column_unit(self, "SLIT_Y", "pixel");
error |= cpl_table_set_column_unit(self, "SLIT_LEFT", "pixel");
error |= cpl_table_set_column_unit(self, "SLIT_CENTER", "pixel");
error |= cpl_table_set_column_unit(self, "SLIT_RIGHT", "pixel");
cpl_ensure(!error, cpl_error_get_code(), NULL);
/* Rewrite the edges in the out table, and write the center */
for (i=0 ; i < slit_length ; i++) {
const int islity = i + slit_bot_y;
const double dslit = slit_pos - slit_max_width / 2.0;
const double dleft = coeff_l[0] + coeff_l[1] * (double)islity + dslit;
const double dright = coeff_r[0] + coeff_r[1] * (double)islity + dslit;
const double dcent = 0.5 * (dleft + dright);
if (cpl_table_set_int(self, "SLIT_Y", i, islity)) break;
if (cpl_table_set_double(self, "SLIT_LEFT", i, dleft)) break;
if (cpl_table_set_double(self, "SLIT_RIGHT", i, dright)) break;
if (cpl_table_set_double(self, "SLIT_CENTER", i, dcent)) break;
}
cpl_free(coeff_r);
cpl_free(coeff_l);
if (i != slit_length) {
cpl_table_delete(self);
cpl_ensure(0, cpl_error_get_code(), NULL);
}
return self;
}
/**@}*/
/*----------------------------------------------------------------------------*/
/**
@brief Return the first pixel higher than avg starting from the
left and from the right of the line
@param self input image
@param line_pos line position
@param left_pos pointer to left position
@param right_pos pointer to right position
@return 0 iff successful
Positions in C coordinates (first pixel position is 0)
*/
/*----------------------------------------------------------------------------*/
static cpl_error_code irplib_slitpos_find_edges_one_line(const cpl_image * self,
int line_pos,
int * left_pos,
int * right_pos)
{
const int size_x = cpl_image_get_size_x(self);
const float * pself;
double threshold;
int i;
cpl_ensure_code(self != NULL, CPL_ERROR_NULL_INPUT);
cpl_ensure_code(cpl_image_get_type(self) == CPL_TYPE_FLOAT,
CPL_ERROR_INVALID_TYPE);
pself = cpl_image_get_data_float_const(self);
/* Find the threshold */
threshold = cpl_image_get_mean_window(self, 1, line_pos+1, size_x,
line_pos+1);
/* Detect the left edge */
i = 0;
while (i < size_x && pself[line_pos*size_x+i] < threshold) i++;
*left_pos = i;
/* Detect the right edge */
i = size_x - 1;
while (i >= 0 && pself[line_pos*size_x+i] < threshold) i--;
*right_pos = i;
return CPL_ERROR_NONE;
}
/*----------------------------------------------------------------------------*/
/**
@brief Find the ends of a vertical slit (y coordinates in FITS convention)
@param in input image
@param kernel_size vertical kernel size
@param bot_slit_y bottom slit y position
@param top_slit_y top slit y position
@return 0 iff successful
The input image has to be as thin as possible to contain only the slit
*/
/*----------------------------------------------------------------------------*/
static
cpl_error_code irplib_slitpos_find_vert_slit_ends(const cpl_image * self,
int kernel_size,
int * bot_slit_y,
int * top_slit_y)
{
cpl_mask * binary;
cpl_mask * copy = NULL;
cpl_mask * kernel;
cpl_image * label_image;
int erosions_nb;
cpl_size nobj ;
const int size_x = cpl_image_get_size_x(self);
const int size_y = cpl_image_get_size_y(self);
const int npix = size_x * size_y;
const cpl_binary * pbinary;
const cpl_binary * pfind;
int i, itop, ibot;
cpl_ensure_code(size_x > 0, cpl_error_get_code());
cpl_ensure_code(kernel_size > 0, cpl_error_get_code());
/* Threshold to have a binary image */
binary = cpl_mask_threshold_image_create(self, cpl_image_get_mean(self),
cpl_image_get_max(self));
cpl_ensure_code(binary != NULL, cpl_error_get_code());
/* Erode until there is 1 object left in the image */
label_image = cpl_image_labelise_mask_create(binary, &nobj);
cpl_image_delete(label_image);
if (label_image == NULL) {
cpl_mask_delete(binary);
cpl_ensure_code(0, cpl_error_get_code());
}
/* Define the kernel for morpho operations */
kernel = cpl_mask_new(kernel_size, 1);
cpl_mask_not(kernel);
copy = cpl_mask_wrap(size_x, size_y, cpl_malloc(size_x * size_y *
sizeof(cpl_binary)));
for (erosions_nb = 0; erosions_nb < IRPLIB_SLITPOS_MAX_EROSION && nobj > 1;
erosions_nb++) {
/* Should not be possible to break from this loop */
cpl_mask_copy(copy, binary, 1, 1);
if (cpl_mask_filter(binary, copy, kernel, CPL_FILTER_EROSION,
CPL_BORDER_ZERO)) break;
label_image = cpl_image_labelise_mask_create(binary, &nobj);
if (label_image == NULL) break; /* Assuming nobj was not set to 1 */
cpl_image_delete(label_image);
}
if (nobj > 1) {
cpl_mask_delete(binary);
cpl_mask_delete(copy);
cpl_mask_delete(kernel);
if (erosions_nb >= IRPLIB_SLITPOS_MAX_EROSION) {
cpl_msg_error(cpl_func, "Number of erosions reached a limit of %d "
"with %"CPL_SIZE_FORMAT" possible slits left",
IRPLIB_SLITPOS_MAX_EROSION, nobj);
cpl_ensure_code(0, CPL_ERROR_CONTINUE);
}
cpl_ensure_code(0, cpl_error_get_code());
} else if (nobj < 1) {
cpl_mask_delete(binary);
cpl_mask_delete(copy);
cpl_mask_delete(kernel);
if (erosions_nb == 0)
cpl_msg_error(cpl_func, "No slit could be detected across %d "
"pixels", size_x);
else
cpl_msg_error(cpl_func, "The last of %d erosions removed all the "
"possible slits", erosions_nb);
cpl_ensure_code(0, CPL_ERROR_DATA_NOT_FOUND);
}
/* Reconstruct the slit with dilations */
for (i=0 ; i < erosions_nb ; i++) {
cpl_mask_copy(copy, binary, 1, 1);
if (cpl_mask_filter(binary, copy, kernel, CPL_FILTER_DILATION,
CPL_BORDER_ZERO)) break;
}
cpl_mask_delete(copy);
cpl_mask_delete(kernel);
if (i != erosions_nb) {
cpl_msg_error(cpl_func, "Dilation number %d out of %d failed",
i, erosions_nb);
cpl_mask_delete(binary);
cpl_ensure_code(0, cpl_error_get_code());
}
/* Find the ends of the slit */
pbinary = cpl_mask_get_data(binary);
assert( pbinary != NULL );
pfind = memchr(pbinary, CPL_BINARY_1, (size_t)npix);
assert( pfind != NULL );
ibot = (int)(pfind - pbinary);
#if defined HAVE_DECL_MEMRCHR && HAVE_DECL_MEMRCHR == 1
/* FIXME: Not tested */
pfind = memrchr(pfind, CPL_BINARY_1, (size_t)(npix - ibot));
assert( pfind != NULL );
itop = (int)(pfind - pbinary);
#else
itop = npix - 1;
while (itop > ibot && pbinary[itop] == CPL_BINARY_0) itop--;
#endif
*bot_slit_y = 1 + ibot / size_x;
*top_slit_y = 1 + itop / size_x;
cpl_msg_info(cpl_func,
"Detected %"CPL_SIZE_FORMAT"-pixel slit from pixel %d to %d "
"using %d erosions/dilations", cpl_mask_count(binary),
*bot_slit_y, *top_slit_y, erosions_nb);
cpl_mask_delete(binary);
/* Should really be an assert() */
cpl_ensure_code(ibot <= itop, CPL_ERROR_DATA_NOT_FOUND);
return CPL_ERROR_NONE;
}
/*----------------------------------------------------------------------------*/
/**
@brief Find a vertical slit position (x coordinate of the slit)
@param self Filtered input image
@param xwidth Width of the boundary to not search (in x)
@param slit_pos Pointer to the searched position
@return 0 iff successful
Coordinate given in FITS convention (ll is (1,1))
*/
/*----------------------------------------------------------------------------*/
static cpl_error_code irplib_slitpos_find_vert_pos(const cpl_image * self,
int xwidth,
cpl_size * slit_pos)
{
const int size_x = cpl_image_get_size_x(self);
cpl_image * image1D;
cpl_size yone;
cpl_error_code error;
/* Collapse the image to a horizontal 1D image */
image1D = cpl_image_collapse_create(self, 0);
cpl_ensure_code(image1D != NULL, cpl_error_get_code());
/* Search the max of the 1D image to identify the slit position */
error = cpl_image_get_maxpos_window(image1D, 1+xwidth, 1, size_x-xwidth,
1, slit_pos, &yone);
cpl_image_delete(image1D);
cpl_ensure_code(!error, error);
return CPL_ERROR_NONE;
}
/*----------------------------------------------------------------------------*/
/**
@brief Filter the background of an image with horizontal or vertical lines
@param self Filtered image
@param other Image to filter, use NULL for in-place filtering
@param hsize Filtering half-size, total size is 1 + 2 * hsize
@param vertical True iff the lines are vertical
@return CPL_ERROR_NONE or the relevant CPL error code
If the background varies strongly along the line, it can be detected
and removed with a unit width 1+2*hsize median filter, where hsize is an
upper bound on the line width.
*/
/*----------------------------------------------------------------------------*/
static cpl_error_code irplib_image_filter_background_line(cpl_image * self,
const cpl_image * other,
int hsize,
cpl_boolean vertical)
{
const int nx = cpl_image_get_size_x(self);
const int ny = cpl_image_get_size_y(self);
const int msize = 1 + 2 * hsize;
cpl_mask * mask;
cpl_image * background;
cpl_error_code error = CPL_ERROR_NONE;
cpl_ensure_code(self != NULL, CPL_ERROR_NULL_INPUT);
cpl_ensure_code(hsize >= 0, CPL_ERROR_ILLEGAL_INPUT);
if (other == NULL) other = self;
mask = vertical ? cpl_mask_new(msize, 1) : cpl_mask_new(1, msize);
error |= cpl_mask_not(mask);
background = cpl_image_new(nx, ny, cpl_image_get_type(other));
error |= cpl_image_filter_mask(background, other, mask, CPL_FILTER_MEDIAN,
CPL_BORDER_FILTER);
cpl_mask_delete(mask);
if (self != other) {
error |= cpl_image_copy(self, other, 1, 1);
}
error |= cpl_image_subtract(self, background);
cpl_image_delete(background);
return error ? cpl_error_set_where(cpl_func) : CPL_ERROR_NONE;
}
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