source: trunk/src/Cubes/cubes.hh @ 420

Last change on this file since 420 was 420, checked in by MatthewWhiting, 16 years ago
  • Fixed a bug from the "fix" of setupColumns -- the fluxes were not being calculated properly, so have defined a general call to calcObjectFluxes().
  • Fixed ticket #26, with flagXoutput set to false if pgplot is not compiled.
  • Other minor fixes.
File size: 26.2 KB
Line 
1// -----------------------------------------------------------------------
2// cubes.hh: Definitions of the DataArray, Cube and Image classes.
3// -----------------------------------------------------------------------
4// Copyright (C) 2006, Matthew Whiting, ATNF
5//
6// This program is free software; you can redistribute it and/or modify it
7// under the terms of the GNU General Public License as published by the
8// Free Software Foundation; either version 2 of the License, or (at your
9// option) any later version.
10//
11// Duchamp is distributed in the hope that it will be useful, but WITHOUT
12// ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
13// FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
14// for more details.
15//
16// You should have received a copy of the GNU General Public License
17// along with Duchamp; if not, write to the Free Software Foundation,
18// Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307, USA
19//
20// Correspondence concerning Duchamp may be directed to:
21//    Internet email: Matthew.Whiting [at] atnf.csiro.au
22//    Postal address: Dr. Matthew Whiting
23//                    Australia Telescope National Facility, CSIRO
24//                    PO Box 76
25//                    Epping NSW 1710
26//                    AUSTRALIA
27// -----------------------------------------------------------------------
28#ifndef CUBES_H
29#define CUBES_H
30
31#include <iostream>
32#include <string>
33#include <vector>
34
35#include <duchamp/param.hh>
36#include <duchamp/fitsHeader.hh>
37#include <duchamp/Detection/detection.hh>
38#include <duchamp/Detection/columns.hh>
39#include <duchamp/Cubes/plots.hh>
40#include <duchamp/Utils/Statistics.hh>
41#include <duchamp/PixelMap/Scan.hh>
42#include <duchamp/PixelMap/Object2D.hh>
43
44
45namespace duchamp
46{
47
48
49  /** Search a reconstructed array for significant detections. */
50  std::vector <Detection>
51  searchReconArray(long *dim, float *originalArray, float *reconArray,
52                   Param &par, Statistics::StatsContainer<float> &stats);
53  std::vector <Detection>
54  searchReconArraySimple(long *dim, float *originalArray, float *reconArray,
55                         Param &par, Statistics::StatsContainer<float> &stats);
56
57  /** Search a 3-dimensional array for significant detections. */
58  std::vector <Detection>
59  search3DArray(long *dim, float *Array, Param &par,
60                Statistics::StatsContainer<float> &stats);
61  std::vector <Detection>
62  search3DArraySimple(long *dim, float *Array, Param &par,
63                      Statistics::StatsContainer<float> &stats);
64
65  /**
66   * Base class for the image container.
67   *
68   * Definition of an n-dimensional data array:
69   *     array of pixel values, size & dimensions
70   *     array of Detection objects
71   */
72
73  class DataArray
74  {
75  public:
76    DataArray();  ///< Basic DataArray constructor
77    DataArray(short int nDim); ///< Basic nDim-dimensional DataArray constructor
78    DataArray(short int nDim, long size);///< Basic nDim-dimensional DataArray constructor, specifying size.
79    DataArray(short int nDim, long *dimensions); ///< Basic nDim-dimensional DataArray constructor, specifying size of dimensions.
80    virtual ~DataArray(); ///< Basic DataArray constructor
81
82    //-----------------------------------------
83    // Obvious inline accessor functions.
84    //
85    long               getDimX(){if(numDim>0) return axisDim[0];else return 0;};
86    long               getDimY(){if(numDim>1) return axisDim[1];else return 1;};
87    long               getDimZ(){if(numDim>2) return axisDim[2];else return 1;};
88    long               getSize(){ return numPixels; };
89    short int          getNumDim(){ return numDim; };
90    virtual float      getPixValue(long pos){ return array[pos]; };
91    virtual void       setPixValue(long pos, float f){array[pos] = f;};
92    Detection          getObject(long number){ return objectList->at(number); };
93    std::vector <Detection> getObjectList(){ return *objectList; };
94    std::vector <Detection> *pObjectList(){ return objectList; };
95    std::vector <Detection> &ObjectList(){ std::vector<Detection> &rlist = *objectList; return rlist; };
96    long               getNumObj(){ return objectList->size(); };
97
98    /** Delete all objects from the list of detections. */
99    void               clearDetectionList(){
100      //objectList->clear();
101      delete objectList;
102      objectList = new std::vector<Detection>;
103    };
104
105    /** Read a parameter set from file. */
106    int                readParam(std::string paramfile){
107      /**
108       *  Uses Param::readParams() to read parameters from a file.
109       *  \param paramfile The file to be read.
110       */
111      return par.readParams(paramfile);
112    };
113
114    //-----------------------------------------
115    // Related to the various arrays
116    //
117    /**  Return first three dimensional axes. */
118    void               getDim(long &x, long &y, long &z);
119    /** Return array of dimensional sizes.*/
120    void               getDimArray(long *output);
121    long *             getDimArray(){return axisDim;};
122
123    /** Return pixel value array. */
124    void               getArray(float *output);
125    float *            getArray(){return array;};
126
127    /** Save pixel value array. */
128    virtual void       saveArray(float *input, long size);
129
130    //-----------------------------------------
131    // Related to the object lists
132    //
133    /** Adds a single detection to the object list.*/
134    void               addObject(Detection object);
135
136    /** Adds all objects in a detection list to the object list. */
137    void               addObjectList(std::vector <Detection> newlist);   
138
139    /** Add pixel offsets to object coordinates. */
140    void               addObjectOffsets();
141
142    //-----------------------------------------
143    // Parameter list related.
144    //
145    /** Output the Param set.*/
146    void               showParam(std::ostream &stream){ stream << par; };
147    /** Return the Param set.*/
148    Param              getParam(){ return par; };
149    /** Save a Param set to the Cube.*/
150    void               saveParam(Param &newpar){par = newpar;};
151    /** Provides a reference to the Param set.*/
152    Param&             pars(){ Param &rpar = par; return rpar; };
153    /** Is the voxel number given by vox a BLANK value?*/
154    bool               isBlank(int vox);
155
156    // --------------------------------------------
157    // Statistics
158    //
159    /**  Returns the StatsContainer. */
160    Statistics::StatsContainer<float> getStats(){ return Stats; };
161
162    /** Provides a reference to the StatsContainer. */
163    Statistics::StatsContainer<float>& stats(){
164      Statistics::StatsContainer<float> &rstats = Stats;  return rstats;
165    };
166 
167    /** Save a StatsContainer to the Cube. */
168    void saveStats(Statistics::StatsContainer<float> newStats){ Stats = newStats;};
169
170    /** A detection test for value. */
171    bool isDetection(float value);
172
173    /**  A detection test for pixel.  */
174    bool isDetection(long voxel);
175
176
177    /** Output operator for DataArray.*/
178    friend std::ostream& operator<< (std::ostream& theStream, DataArray &array);
179 
180
181  protected:
182    short int                numDim;     ///< Number of dimensions.
183    long                    *axisDim;    ///< Array of dimensions of cube
184    ///   (ie. how large in each
185    ///   direction).
186    long                     numPixels;  ///< Total number of pixels in cube.
187    float                   *array;      ///< Array of data.
188    std::vector <Detection> *objectList; ///< The list of detected objects.
189    Param                    par;        ///< A parameter list.
190    Statistics::StatsContainer<float> Stats; ///< The statistics for the DataArray.
191  };
192
193
194
195  //=========================================================================
196
197  /**
198   * Definition of an data-cube object (3D):
199   *     a DataArray object limited to dim=3
200   */
201
202  class Cube : public DataArray
203  {
204  public:
205    Cube();                 ///< Basic Cube constructor.
206    Cube(long nPix);        ///< Alternative Cube constructor.
207    Cube(long *dimensions); ///< Alternative Cube constructor.
208    virtual ~Cube();        ///< Basic Cube destructor.
209
210    // INLINE functions -- definitions included after class declaration.
211    /** Is the voxel number given by vox a BLANK value? */
212    bool        isBlank(int vox){ return par.isBlank(array[vox]); };
213
214    /** Is the voxel at (x,y,z) a BLANK value? */
215    bool        isBlank(long x, long y, long z){
216      return par.isBlank(array[z*axisDim[0]*axisDim[1] + y*axisDim[0] + x]); };
217
218    /** Does the Cube::recon array exist? */
219    bool        isRecon(){ return reconExists; };
220
221    float       getPixValue(long pos){ return array[pos]; };
222    float       getPixValue(long x, long y, long z){
223      return array[z*axisDim[0]*axisDim[1] + y*axisDim[0] + x]; };
224    short       getDetectMapValue(long pos){ return detectMap[pos]; };
225    short       getDetectMapValue(long x, long y){ return detectMap[y*axisDim[0]+x]; };
226    float       getReconValue(long pos){ return recon[pos]; };
227    float       getReconValue(long x, long y, long z){
228      return recon[z*axisDim[0]*axisDim[1] + y*axisDim[0] + x];};
229    float       getBaselineValue(long pos){ return baseline[pos]; };
230    float       getBaselineValue(long x, long y, long z){
231      return baseline[z*axisDim[0]*axisDim[1] + y*axisDim[0] + x]; };
232    void        setPixValue(long pos, float f){array[pos] = f;};
233    void        setPixValue(long x, long y, long z, float f){
234      array[z*axisDim[0]*axisDim[1] + y*axisDim[0] + x] = f;};
235    void        setDetectMapValue(long pos, short f){ detectMap[pos] = f;};
236    void        setDetectMapValue(long x, long y, short f){ detectMap[y*axisDim[0] + x] = f;};
237    void        setReconValue(long pos, float f){recon[pos] = f;};
238    void        setReconValue(long x, long y, long z, float f){
239      recon[z*axisDim[0]*axisDim[1] + y*axisDim[0] + x] = f; };
240    void        setReconFlag(bool f){reconExists = f;};
241
242    std::vector<Column::Col> getLogCols(){return logCols;};
243    void        setLogCols(std::vector<Column::Col> C){logCols=C;};
244    std::vector<Column::Col> getFullCols(){return fullCols;};
245    void        setFullCols(std::vector<Column::Col> C){fullCols=C;};
246
247    // additional functions -- in Cubes/cubes.cc
248    /** Allocate memory correctly, with WCS defining the correct axes. */
249    void        initialiseCube(long *dimensions);
250
251    /** Read in a FITS file, with subsection correction. */
252    int         getCube();
253
254    /** Read in command-line options. */
255    //   int         getopts(int argc, char ** argv);
256    int         getopts(int argc, char ** argv){return par.getopts(argc,argv);};
257
258    /** Read in reconstructed & smoothed arrays from FITS files on disk. */
259    void        readSavedArrays();
260
261    /** Save an external array to the Cube's pixel array */
262    void        saveArray(float *input, long size);
263
264    /** Save an external array to the Cube's reconstructed array. */
265    void        saveRecon(float *input, long size);
266
267    /** Save reconstructed array to an external array. */
268    void        getRecon(float *output);
269    float *     getRecon(){return recon; };
270
271    /** Set Milky Way channels to zero. */
272    void        removeMW();
273
274    //------------------------
275    // Statistics for cube
276    //
277
278    /** Calculate the statistics for the Cube (older version). */
279    void        setCubeStatsOld();
280
281    /** Calculate the statistics for the Cube. */
282    void        setCubeStats();
283
284    /** Set up thresholds for the False Discovery Rate routine. */
285    void        setupFDR();
286    /** Set up thresholds for the False Discovery Rate routine using a
287        particular array. */
288    void        setupFDR(float *input);
289
290    /** A detection test for a given voxel. */
291    bool        isDetection(long x, long y, long z);
292
293    //-----------------------------
294    // Dealing with the detections
295    //
296
297    /** Calculate the object fluxes */
298    void        calcObjectFluxes();
299
300    /** Calculate the WCS parameters for each Cube Detection. */
301    void        calcObjectWCSparams();
302    /** Calculate the WCS parameters for each Cube Detection, using flux information in Voxels. */
303    void        calcObjectWCSparams(std::vector< std::vector<PixelInfo::Voxel> > bigVoxList);
304
305    /** Sort the list of detections. */
306    void        sortDetections();
307
308    /** Update the map of detected pixels. */
309    void        updateDetectMap();
310
311    /** Update the map of detected pixels for a given Detection. */
312    void        updateDetectMap(Detection obj);
313
314    /** Clear the map of detected pixels. */
315    void        clearDetectMap(){
316      for(int i=0;i<axisDim[0]*axisDim[1];i++) detectMap[i]=0;
317    };
318
319    /** Find the flux enclosed by a Detection. */
320    float       enclosedFlux(Detection obj);
321
322    /** Set up the output column definitions for the Cube and its
323        Detection list. */
324    void        setupColumns();
325
326    /** Is the object at the edge of the image? */
327    bool        objAtSpatialEdge(Detection obj);
328
329    /** Is the object at an end of the spectrum? */
330    bool        objAtSpectralEdge(Detection obj);
331
332    /** Set warning flags for the detections. */
333    void        setObjectFlags();
334
335    // ----------------------------
336    // Dealing with the WCS
337    //
338    /** Return the FitsHeader object. */
339    FitsHeader  getHead(){ return head; };
340    /** Define the FitsHeader object. */
341    void        setHead(FitsHeader F){head = F;};
342    /** Provide a reference to the FitsHeader object.*/
343    FitsHeader& header(){ FitsHeader &h = head; return h; };
344
345    /** Convert a point from WCS to Pixel coords. */
346    int         wcsToPix(const double *world, double *pix);
347
348    /** Convert a set of points from WCS to Pixel coords. */
349    int         wcsToPix(const double *world, double *pix, const int npts);
350
351    /** Convert a point from Pixel to WCS coords. */
352    int         pixToWCS(const double *pix, double *world);
353
354    /** Convert a set of points from Pixel to WCS coords. */
355    int         pixToWCS(const double *pix, double *world, const int npts);
356
357    //-------------------------------------------
358    // FITS-I/O related functions -- not in cubes.cc
359    //
360    /** Function to read in FITS file.*/
361    int         getCube(std::string fname);  // in Cubes/getImage.cc
362
363    /** Function to retrieve FITS data array */
364    int         getFITSdata(std::string fname);   // in FitsIO/dataIO.cc
365
366    /** Save a mask array to disk.*/
367    void        saveMaskCube();       // in Cubes/saveImage.cc
368
369    /** Save Smoothed array to disk.*/
370    void        saveSmoothedCube();       // in Cubes/saveImage.cc
371
372    /** Save Reconstructed array to disk. */
373    void        saveReconstructedCube();  // in Cubes/saveImage.cc
374
375    /** Read in reconstructed array from FITS file. */
376    int         readReconCube();  // in Cubes/readRecon.cc
377 
378    /** Read in Hanning-smoothed array from FITS file. */
379    int         readSmoothCube();     // in Cubes/readSmooth.cc 
380
381    //-------------------------------------
382    // Functions that act on the cube
383    //
384
385    /** Remove excess BLANK pixels from spatial edge of cube. */
386    void        trimCube();         // in Cubes/trimImage.cc
387
388    /** Replace BLANK pixels to spatial edge of cube. */
389    void        unTrimCube();       // in Cubes/trimImage.cc
390
391    /** Removes the baselines from the spectra, and stores in Cube::baseline */
392    void        removeBaseline();   // in Cubes/baseline.cc
393
394    /** Replace the baselines stored in Cube::baseline */
395    void        replaceBaseline();  // in Cubes/baseline.cc
396
397    /** Multiply all pixel values by -1. */
398    void        invert();           // in Cubes/invertCube.cc
399
400    /** Undo the inversion, and invert fluxes of all detected objects. */
401    void        reInvert();         // in Cubes/invertCube.cc
402
403    //-------------------------------------
404    // Reconstruction, Searching and Merging functions
405    //
406    // in ATrous/ReconSearch.cc
407    /** Front-end to reconstruction & searching functions.*/
408    void        ReconSearch();
409    /** Switcher to reconstruction functions */
410    void        ReconCube();
411    /** Performs 1-dimensional a trous reconstruction on the Cube. */
412    void        ReconCube1D();
413    /** Performs 2-dimensional a trous reconstruction on the Cube. */
414    void        ReconCube2D();
415    /** Performs 3-dimensional a trous reconstruction on the Cube. */
416    void        ReconCube3D();
417
418    // in Cubes/CubicSearch.cc
419    /** Front-end to the cubic searching routine. */
420    void        CubicSearch();
421
422    // in Cubes/smoothCube.cc
423    /** Smooth the cube with the requested method.*/
424    void        SmoothCube();
425    /** Front-end to the smoothing and searching functions. */
426    void        SmoothSearch();
427    /** A function to spatially smooth the cube and search the result. */
428    void        SpatialSmoothNSearch();
429    /** A function to Hanning-smooth the cube. */
430    void        SpectralSmooth();
431    /** A function to spatially-smooth the cube. */
432    void        SpatialSmooth();
433
434    void        Simple3DSearch(){
435      /**
436       * Basic front-end to the simple 3d searching function -- does
437       * nothing more.
438       *
439       * This function just runs the search3DArraySimple function,
440       * storing the results in the Cube::objectList vector. No stats
441       * are calculated beforehand, and no logging or detection map
442       * updating is done.
443       */
444      *objectList = search3DArraySimple(axisDim,array,par,Stats);
445    };
446
447    void        Simple3DSearchRecon(){
448      /**
449       * Basic front-end to the 3d searching function used in the
450       * reconstruction case -- does nothing more.
451       *
452       * This function just runs the searchReconArraySimple function,
453       * storing the results in the Cube::objectList vector. No stats
454       * are calculated beforehand, and no logging or detection map
455       * updating is done. The recon array is assumed to have been
456       * defined already.
457       */
458      *objectList = searchReconArraySimple(axisDim,array,recon,par,Stats);
459    };
460
461    void        Simple3DSearchSmooth(){
462      /**
463       * Basic front-end to the simple 3d searching function run on the
464       * smoothed array -- does nothing more.
465       *
466       * This function just runs the search3DArraySimple function on the
467       * recon array (which contains the smoothed array), storing the
468       * results in the Cube::objectList vector. No stats are calculated
469       * beforehand, and no logging or detection map updating is
470       * done. The recon array is assumed to have been defined already.
471       */
472      *objectList = search3DArraySimple(axisDim,recon,par,Stats);
473    };
474
475    // in Cubes/Merger.cc
476    /** Merge all objects in the detection list so that only distinct
477        ones are left. */
478    void        ObjectMerger();
479 
480    //-------------------------------------
481    // Text outputting of detected objects.
482    //   in Cubes/detectionIO.cc
483    //
484    /** Set up the output file with parameters and stats. */
485    void        prepareOutputFile();
486
487    /** Write the statistical information to the output file. */
488    void        outputStats();
489
490    /** Output detections to the output file and standard output. */
491    void        outputDetectionList();
492
493    /** Prepare the log file for output. */
494    void        prepareLogFile(int argc, char *argv[]);
495
496    /** Output detections to the log file. */
497    void        logDetectionList();
498
499    /** Output a single detection to the log file. */
500    void        logDetection(Detection obj, int counter);
501
502    /** Output detections to a Karma annotation file. */
503    void        outputDetectionsKarma(std::ostream &stream);
504
505    /** Output detections to a VOTable. */
506    void        outputDetectionsVOTable(std::ostream &stream);
507
508    // ----------------------------------
509    // Graphical plotting of the cube and the detections.
510    //
511    //  in Cubes/plotting.cc
512    /** Plot a spatial map of detections based on number of detected
513        channels. */
514    void        plotDetectionMap(std::string pgDestination);
515
516    /** Plot a spatial map of detections based on 0th moment map of each
517        object. */
518    void        plotMomentMap(std::string pgDestination);
519
520    /** Plot a spatial map of detections based on 0th moment map of each
521        object to a number of PGPLOT devices. */
522    void        plotMomentMap(std::vector<std::string> pgDestination);
523
524    /** Draw WCS axes over a PGPLOT map. */
525    void        plotWCSaxes();
526
527    //  in Cubes/outputSpectra.cc
528    /** Print spectra of each detected object. */
529    void        outputSpectra();
530
531    /** Print spectrum of a single object */
532    void        plotSpectrum(Detection obj,Plot::SpectralPlot &plot);
533    /** Plot the image cutout for a single object */
534    void        plotSource(Detection obj, Plot::CutoutPlot &plot);
535
536    //  in Cubes/drawMomentCutout.cc
537    /** Draw the 0th moment map for a single object. */
538    void        drawMomentCutout(Detection &object);
539
540    /** Draw a scale bar indicating angular size of the cutout. */
541    void        drawScale(float xstart,float ystart,float channel);
542
543    /** Draw a yellow line around the edge of the spatial extent of
544        pixels. */
545    void        drawFieldEdge();
546
547  private:
548    float      *recon;            ///< reconstructed array - used when
549    ///   doing a trous reconstruction.
550    bool        reconExists;      ///< flag saying whether there is a
551    ///   reconstruction
552    short      *detectMap;        ///< "moment map" - x,y locations of
553    ///   detected pixels
554    float      *baseline;         ///< array of spectral baseline
555    ///   values.
556                             
557    bool        reconAllocated;   ///< have we allocated memory for the
558    ///   recon array?
559    bool        baselineAllocated;///< have we allocated memory for the
560    ///   baseline array?
561    FitsHeader  head;             ///< the WCS and other header
562    ///   information.
563    std::vector<Column::Col> fullCols;    ///< the list of all columns as
564    ///   printed in the results file
565    std::vector<Column::Col> logCols;     ///< the list of columns as printed in
566    ///   the log file
567
568  };
569
570  ////////////
571  //// Cube inline function definitions
572  ////////////
573
574  inline int Cube::wcsToPix(const double *world, double *pix)
575  {
576    /**
577     *  Use the WCS in the FitsHeader to convert from WCS to pixel coords for
578     *   a single point.
579     *  \param world The world coordinates.
580     *  \param pix The returned pixel coordinates.
581     */
582    return this->head.wcsToPix(world,pix);
583  }
584  inline int Cube::wcsToPix(const double *world, double *pix, const int npts)
585  {
586    /**
587     *  Use the WCS in the FitsHeader to convert from WCS to pixel coords for
588     *   a set of points.
589     *  \param world The world coordinates.
590     *  \param pix The returned pixel coordinates.
591     *  \param npts The number of points being converted.
592     */
593    return this->head.wcsToPix(world,pix,npts);
594  }
595  inline int Cube::pixToWCS(const double *pix, double *world)
596  {
597    /**
598     *  Use the WCS in the FitsHeader to convert from pixel to WCS coords for
599     *   a single point.
600     *  \param pix The pixel coordinates.
601     *  \param world The returned world coordinates.
602     */
603    return this->head.pixToWCS(pix,world);
604  }
605  inline int Cube::pixToWCS(const double *pix, double *world, const int npts)
606  {
607    /**
608     *  Use the WCS in the FitsHeader to convert from pixel to WCS coords for
609     *   a set of points.
610     *  \param pix The pixel coordinates.
611     *  \param world The returned world coordinates.
612     *  \param npts The number of points being converted.
613     */
614    return this->head.pixToWCS(pix,world,npts);
615  }
616
617
618  //============================================================================
619
620  /**
621   *  A DataArray object limited to two dimensions, and with some additional
622   *   special functions.
623   *
624   *  It is used primarily for searching a 1- or 2-D array with
625   *   lutz_detect() and spectrumDetect().
626   */
627
628  class Image : public DataArray
629  {
630  public:
631    Image(){numPixels=0; numDim=2;};
632    Image(long nPix);
633    Image(long *dimensions);
634    virtual ~Image(){};
635
636    //--------------------
637    // Defining the array
638    //
639    /** Save an external array to the Cube's pixel array */
640    void      saveArray(float *input, long size);
641
642    /** Extract a spectrum from an array and save to the local pixel array. */
643    void      extractSpectrum(float *Array, long *dim, long pixel);
644
645    /** Extract an image from an array and save to the local pixel array. */
646    void      extractImage(float *Array, long *dim, long channel);
647
648    /** Extract a spectrum from a cube and save to the local pixel array. */
649    void      extractSpectrum(Cube &cube, long pixel);
650
651    /** Extract an image from a cube and save to the local pixel array. */
652    void      extractImage(Cube &cube, long channel);
653
654    //--------------------
655    // Accessing the data.
656    //
657    float     getPixValue(long pos){ return array[pos]; };
658    float     getPixValue(long x, long y){return array[y*axisDim[0] + x];};
659    // the next few should have checks against array overflow...
660    void      setPixValue(long pos, float f){array[pos] = f;};
661    void      setPixValue(long x, long y, float f){array[y*axisDim[0] + x] = f;};
662    bool      isBlank(int vox){return par.isBlank(array[vox]);};
663    bool      isBlank(long x,long y){return par.isBlank(array[y*axisDim[0]+x]);};
664
665    //-----------------------
666    // Detection-related
667    //
668    // in Detection/lutz_detect.cc:
669    /** Detect objects in a 2-D image */
670    std::vector<PixelInfo::Object2D> lutz_detect();
671
672    // in Detection/spectrumDetect.cc:
673    /** Detect objects in a 1-D spectrum */
674    std::vector<PixelInfo::Scan> spectrumDetect();
675
676    int       getMinSize(){return minSize;};
677    void      setMinSize(int i){minSize=i;};
678
679    /**  A detection test for a pixel location.  */
680    bool      isDetection(long x, long y){
681      /**
682       * Test whether a pixel (x,y) is a statistically significant detection,
683       * according to the set of statistics in the local StatsContainer object.
684       */
685      long voxel = y*axisDim[0] + x;
686      if(isBlank(x,y)) return false;
687      else return Stats.isDetection(array[voxel]);
688    }; 
689
690    /** Blank out a set of channels marked as being Milky Way channels */
691    void      removeMW();
692
693  private:
694    int       minSize;    ///< the minimum number of pixels for a
695    ///   detection to be accepted.
696  };
697
698
699  /****************************************************************/
700  //////////////////////////////////////////////////////
701  // Prototypes for functions that use above classes
702  //////////////////////////////////////////////////////
703
704  /** Grow an object to a lower threshold */
705  void growObject(Detection &object, Cube &cube);
706
707  /** Draw the edge of the BLANK region on a map.*/
708  void drawBlankEdges(float *dataArray, int xdim, int ydim, Param &par);
709
710}
711
712#endif
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