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mbtEdgeTracking.cpp
1 /****************************************************************************
2  *
3  * This file is part of the ViSP software.
4  * Copyright (C) 2005 - 2017 by Inria. All rights reserved.
5  *
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7  * modify it under the terms of the GNU General Public License
8  * ("GPL") version 2 as published by the Free Software Foundation.
9  * See the file LICENSE.txt at the root directory of this source
10  * distribution for additional information about the GNU GPL.
11  *
12  * For using ViSP with software that can not be combined with the GNU
13  * GPL, please contact Inria about acquiring a ViSP Professional
14  * Edition License.
15  *
16  * See http://visp.inria.fr for more information.
17  *
18  * This software was developed at:
19  * Inria Rennes - Bretagne Atlantique
20  * Campus Universitaire de Beaulieu
21  * 35042 Rennes Cedex
22  * France
23  *
24  * If you have questions regarding the use of this file, please contact
25  * Inria at visp@inria.fr
26  *
27  * This file is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE
28  * WARRANTY OF DESIGN, MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
29  *
30  * Description:
31  * Example of model based tracking.
32  *
33  * Authors:
34  * Nicolas Melchior
35  * Romain Tallonneau
36  * Aurelien Yol
37  *
38  *****************************************************************************/
39 
46 #include <iostream>
47 #include <visp3/core/vpConfig.h>
48 
49 #if defined(VISP_HAVE_MODULE_MBT) && defined(VISP_HAVE_DISPLAY)
50 
51 #include <visp3/core/vpDebug.h>
52 #include <visp3/gui/vpDisplayD3D.h>
53 #include <visp3/gui/vpDisplayGTK.h>
54 #include <visp3/gui/vpDisplayGDI.h>
55 #include <visp3/gui/vpDisplayOpenCV.h>
56 #include <visp3/gui/vpDisplayX.h>
57 #include <visp3/core/vpHomogeneousMatrix.h>
58 #include <visp3/io/vpImageIo.h>
59 #include <visp3/core/vpIoTools.h>
60 #include <visp3/core/vpMath.h>
61 #include <visp3/io/vpVideoReader.h>
62 #include <visp3/io/vpParseArgv.h>
63 #include <visp3/mbt/vpMbEdgeTracker.h>
64 
65 #define GETOPTARGS "x:m:i:n:dchtfColwvp"
66 
67 void usage(const char *name, const char *badparam);
68 bool getOptions(int argc, const char **argv, std::string &ipath, std::string &configFile, std::string &modelFile,
69  std::string &initFile, bool &displayFeatures, bool &click_allowed, bool &display,
70  bool& cao3DModel, bool& trackCylinder, bool &useOgre, bool &showOgreConfigDialog,
71  bool &useScanline, bool &computeCovariance, bool &projectionError);
72 
73 void usage(const char *name, const char *badparam)
74 {
75  fprintf(stdout, "\n\
76 Example of tracking based on the 3D model.\n\
77 \n\
78 SYNOPSIS\n\
79  %s [-i <test image path>] [-x <config file>]\n\
80  [-m <model name>] [-n <initialisation file base name>]\n\
81  [-t] [-c] [-d] [-h] [-f] [-C] [-o] [-w] [-l] [-v] [-p]",
82  name );
83 
84  fprintf(stdout, "\n\
85 OPTIONS: \n\
86  -i <input image path> \n\
87  Set image input path.\n\
88  From this path read images \n\
89  \"ViSP-images/mbt/cube/image%%04d.ppm\". These \n\
90  images come from ViSP-images-x.y.z.tar.gz available \n\
91  on the ViSP website.\n\
92  Setting the VISP_INPUT_IMAGE_PATH environment\n\
93  variable produces the same behaviour than using\n\
94  this option.\n\
95 \n\
96  -x <config file> \n\
97  Set the config file (the xml file) to use.\n\
98  The config file is used to specify the parameters of the tracker.\n\
99 \n\
100  -m <model name> \n\
101  Specify the name of the file of the model\n\
102  The model can either be a vrml model (.wrl) or a .cao file.\n\
103 \n\
104  -f \n\
105  Do not use the vrml model, use the .cao one. These two models are \n\
106  equivalent and comes from ViSP-images-x.y.z.tar.gz available on the ViSP\n\
107  website. However, the .cao model allows to use the 3d model based tracker \n\
108  without Coin.\n\
109 \n\
110  -C \n\
111  Track only the cube (not the cylinder). In this case the models files are\n\
112  cube.cao or cube.wrl instead of cube_and_cylinder.cao and \n\
113  cube_and_cylinder.wrl.\n\
114 \n\
115  -n <initialisation file base name> \n\
116  Base name of the initialisation file. The file will be 'base_name'.init .\n\
117  This base name is also used for the optionnal picture specifying where to \n\
118  click (a .ppm picture).\
119 \n\
120  -t \n\
121  Turn off the display of the the moving edges. \n\
122 \n\
123  -d \n\
124  Turn off the display.\n\
125 \n\
126  -c\n\
127  Disable the mouse click. Useful to automaze the \n\
128  execution of this program without humain intervention.\n\
129 \n\
130  -o\n\
131  Use Ogre3D for visibility tests.\n\
132 \n\
133  -w\n\
134  When Ogre3D is enable [-o] show Ogre3D configuration dialog thatallows to set the renderer.\n\
135 \n\
136  -l\n\
137  Use the scanline for visibility tests.\n\
138 \n\
139  -v\n\
140  Compute covariance matrix.\n\
141 \n\
142  -v\n\
143  Compute gradient projection error.\n\
144 \n\
145  -h \n\
146  Print the help.\n\n");
147 
148  if (badparam)
149  fprintf(stdout, "\nERROR: Bad parameter [%s]\n", badparam);
150 }
151 
152 
153 bool getOptions(int argc, const char **argv, std::string &ipath, std::string &configFile, std::string &modelFile,
154  std::string &initFile, bool &displayFeatures, bool &click_allowed, bool &display,
155  bool& cao3DModel, bool& trackCylinder, bool &useOgre, bool &showOgreConfigDialog,
156  bool &useScanline, bool &computeCovariance, bool &projectionError)
157 {
158  const char *optarg_;
159  int c;
160  while ((c = vpParseArgv::parse(argc, argv, GETOPTARGS, &optarg_)) > 1) {
161 
162  switch (c) {
163  case 'i': ipath = optarg_; break;
164  case 'x': configFile = optarg_; break;
165  case 'm': modelFile = optarg_; break;
166  case 'n': initFile = optarg_; break;
167  case 't': displayFeatures = false; break;
168  case 'f': cao3DModel = true; break;
169  case 'c': click_allowed = false; break;
170  case 'd': display = false; break;
171  case 'C': trackCylinder = false; break;
172  case 'o': useOgre = true; break;
173  case 'l': useScanline = true; break;
174  case 'w': showOgreConfigDialog = true; break;
175  case 'v': computeCovariance = true; break;
176  case 'p': projectionError = true; break;
177  case 'h': usage(argv[0], NULL); return false; break;
178 
179  default:
180  usage(argv[0], optarg_);
181  return false; break;
182  }
183  }
184 
185  if ((c == 1) || (c == -1)) {
186  // standalone param or error
187  usage(argv[0], NULL);
188  std::cerr << "ERROR: " << std::endl;
189  std::cerr << " Bad argument " << optarg_ << std::endl << std::endl;
190  return false;
191  }
192 
193  return true;
194 }
195 
196 int
197 main(int argc, const char ** argv)
198 {
199  try {
200  std::string env_ipath;
201  std::string opt_ipath;
202  std::string ipath;
203  std::string opt_configFile;
204  std::string configFile;
205  std::string opt_modelFile;
206  std::string modelFile;
207  std::string opt_initFile;
208  std::string initFile;
209  bool displayFeatures = true;
210  bool opt_click_allowed = true;
211  bool opt_display = true;
212  bool cao3DModel = false;
213  bool trackCylinder = true;
214  bool useOgre = false;
215  bool showOgreConfigDialog = false;
216  bool useScanline = false;
217  bool computeCovariance = false;
218  bool projectionError = false;
219  bool quit = false;
220 
221  // Get the visp-images-data package path or VISP_INPUT_IMAGE_PATH environment variable value
222  env_ipath = vpIoTools::getViSPImagesDataPath();
223 
224  // Set the default input path
225  if (! env_ipath.empty())
226  ipath = env_ipath;
227 
228 
229  // Read the command line options
230  if (!getOptions(argc, argv, opt_ipath, opt_configFile, opt_modelFile, opt_initFile, displayFeatures,
231  opt_click_allowed, opt_display, cao3DModel, trackCylinder, useOgre, showOgreConfigDialog,
232  useScanline, computeCovariance, projectionError)) {
233  return (-1);
234  }
235 
236  // Test if an input path is set
237  if (opt_ipath.empty() && env_ipath.empty() ){
238  usage(argv[0], NULL);
239  std::cerr << std::endl
240  << "ERROR:" << std::endl;
241  std::cerr << " Use -i <visp image path> option or set VISP_INPUT_IMAGE_PATH "
242  << std::endl
243  << " environment variable to specify the location of the " << std::endl
244  << " image path where test images are located." << std::endl
245  << std::endl;
246 
247  return (-1);
248  }
249 
250  // Get the option values
251  if (!opt_ipath.empty())
252  ipath = vpIoTools::createFilePath(opt_ipath, "ViSP-images/mbt/cube/image%04d.pgm");
253  else
254  ipath = vpIoTools::createFilePath(env_ipath, "ViSP-images/mbt/cube/image%04d.pgm");
255 
256  if (!opt_configFile.empty())
257  configFile = opt_configFile;
258  else if (!opt_ipath.empty())
259  configFile = vpIoTools::createFilePath(opt_ipath, "ViSP-images/mbt/cube.xml");
260  else
261  configFile = vpIoTools::createFilePath(env_ipath, "ViSP-images/mbt/cube.xml");
262 
263  if (!opt_modelFile.empty()){
264  modelFile = opt_modelFile;
265  }else{
266  std::string modelFileCao;
267  std::string modelFileWrl;
268  if(trackCylinder){
269  modelFileCao = "ViSP-images/mbt/cube_and_cylinder.cao";
270  modelFileWrl = "ViSP-images/mbt/cube_and_cylinder.wrl";
271  }else{
272  modelFileCao = "ViSP-images/mbt/cube.cao";
273  modelFileWrl = "ViSP-images/mbt/cube.wrl";
274  }
275 
276  if(!opt_ipath.empty()){
277  if(cao3DModel){
278  modelFile = vpIoTools::createFilePath(opt_ipath, modelFileCao);
279  }
280  else{
281 #ifdef VISP_HAVE_COIN3D
282  modelFile = vpIoTools::createFilePath(opt_ipath, modelFileWrl);
283 #else
284  std::cerr << "Coin is not detected in ViSP. Use the .cao model instead." << std::endl;
285  modelFile = vpIoTools::createFilePath(opt_ipath, modelFileCao);
286 #endif
287  }
288  }
289  else{
290  if(cao3DModel){
291  modelFile = vpIoTools::createFilePath(env_ipath, modelFileCao);
292  }
293  else{
294 #ifdef VISP_HAVE_COIN3D
295  modelFile = vpIoTools::createFilePath(env_ipath, modelFileWrl);
296 #else
297  std::cerr << "Coin is not detected in ViSP. Use the .cao model instead." << std::endl;
298  modelFile = vpIoTools::createFilePath(env_ipath, modelFileCao);
299 #endif
300  }
301  }
302  }
303 
304  if (!opt_initFile.empty())
305  initFile = opt_initFile;
306  else if (!opt_ipath.empty())
307  initFile = vpIoTools::createFilePath(opt_ipath, "ViSP-images/mbt/cube");
308  else
309  initFile = vpIoTools::createFilePath(env_ipath, "ViSP-images/mbt/cube");
310 
312  vpVideoReader reader;
313 
314  reader.setFileName(ipath);
315  try{
316  reader.open(I);
317  }catch(...){
318  std::cout << "Cannot open sequence: " << ipath << std::endl;
319  return -1;
320  }
321 
322  reader.acquire(I);
323 
324  // initialise a display
325 #if defined VISP_HAVE_X11
326  vpDisplayX display;
327 #elif defined VISP_HAVE_GDI
328  vpDisplayGDI display;
329 #elif defined VISP_HAVE_OPENCV
330  vpDisplayOpenCV display;
331 #elif defined VISP_HAVE_D3D9
332  vpDisplayD3D display;
333 #elif defined VISP_HAVE_GTK
334  vpDisplayGTK display;
335 #else
336  opt_display = false;
337 #endif
338  if (opt_display)
339  {
340 #if (defined VISP_HAVE_DISPLAY)
341  display.init(I, 100, 100, "Test tracking") ;
342 #endif
343  vpDisplay::display(I) ;
344  vpDisplay::flush(I);
345  }
346 
347  vpMbEdgeTracker tracker;
349 
350  // Initialise the tracker: camera parameters, moving edge and KLT settings
351  vpCameraParameters cam;
352 #if defined (VISP_HAVE_XML2)
353  // From the xml file
354  tracker.loadConfigFile(configFile);
355 #else
356  // By setting the parameters:
357  cam.initPersProjWithoutDistortion(547, 542, 338, 234);
358 
359  vpMe me;
360  me.setMaskSize(5);
361  me.setMaskNumber(180);
362  me.setRange(7);
363  me.setThreshold(5000);
364  me.setMu1(0.5);
365  me.setMu2(0.5);
366  me.setSampleStep(4);
367 
368  tracker.setCameraParameters(cam);
369  tracker.setMovingEdge(me);
370 
371  // Specify the clipping to use
372  tracker.setNearClippingDistance(0.01);
373  tracker.setFarClippingDistance(0.90);
375  // tracker.setClipping(tracker.getClipping() | vpMbtPolygon::LEFT_CLIPPING | vpMbtPolygon::RIGHT_CLIPPING | vpMbtPolygon::UP_CLIPPING | vpMbtPolygon::DOWN_CLIPPING); // Equivalent to FOV_CLIPPING
376 #endif
377 
378  // Display the moving edges, see documentation for the signification of the colours
379  tracker.setDisplayFeatures(displayFeatures);
380 
381  // Tells if the tracker has to use Ogre3D for visibility tests
382  tracker.setOgreVisibilityTest(useOgre);
383  if (useOgre)
384  tracker.setOgreShowConfigDialog(showOgreConfigDialog);
385 
386  // Tells if the tracker has to use the scanline visibility tests
387  tracker.setScanLineVisibilityTest(useScanline);
388 
389  // Tells if the tracker has to compute the covariance matrix
390  tracker.setCovarianceComputation(computeCovariance);
391 
392  // Tells if the tracker has to compute the projection error
393  tracker.setProjectionErrorComputation(projectionError);
394 
395  // Retrieve the camera parameters from the tracker
396  tracker.getCameraParameters(cam);
397 
398  // Loop to position the cube
399  if (opt_display && opt_click_allowed)
400  {
401  while(!vpDisplay::getClick(I,false)){
403  vpDisplay::displayText(I, 15, 10, "click after positioning the object", vpColor::red);
404  vpDisplay::flush(I) ;
405  }
406  }
407 
408  // Load the 3D model (either a vrml file or a .cao file)
409  tracker.loadModel(modelFile);
410 
411  // Initialise the tracker by clicking on the image
412  // This function looks for
413  // - a ./cube/cube.init file that defines the 3d coordinates (in meter, in the object basis) of the points used for the initialisation
414  // - a ./cube/cube.ppm file to display where the user have to click (optionnal, set by the third parameter)
415  if (opt_display && opt_click_allowed)
416  {
417  tracker.initClick(I, initFile, true);
418  tracker.getPose(cMo);
419  // display the 3D model at the given pose
420  tracker.display(I,cMo, cam, vpColor::red);
421  }
422  else
423  {
424  vpHomogeneousMatrix cMoi(0.02044769891, 0.1101505452, 0.5078963719, 2.063603907, 1.110231561, -0.4392789872);
425  tracker.initFromPose(I, cMoi);
426  }
427 
428  //track the model
429  tracker.track(I);
430  tracker.getPose(cMo);
431 
432  if (opt_display)
433  vpDisplay::flush(I);
434 
435  while (!reader.end())
436  {
437  // acquire a new image
438  reader.acquire(I);
439  // display the image
440  if (opt_display)
442 
443  // Test to reset the tracker
444  if (reader.getFrameIndex() == reader.getFirstFrameIndex() + 10) {
445  vpTRACE("Test reset tracker");
446  if (opt_display)
448  tracker.resetTracker();
449 #if defined (VISP_HAVE_XML2)
450  tracker.loadConfigFile(configFile);
451 #else
452  // By setting the parameters:
453  cam.initPersProjWithoutDistortion(547, 542, 338, 234);
454 
455  vpMe me;
456  me.setMaskSize(5);
457  me.setMaskNumber(180);
458  me.setRange(7);
459  me.setThreshold(5000);
460  me.setMu1(0.5);
461  me.setMu2(0.5);
462  me.setSampleStep(4);
463 
464  tracker.setCameraParameters(cam);
465  tracker.setMovingEdge(me);
466 
467  // Specify the clipping to use
468  tracker.setNearClippingDistance(0.01);
469  tracker.setFarClippingDistance(0.90);
471  // tracker.setClipping(tracker.getClipping() | vpMbtPolygon::LEFT_CLIPPING | vpMbtPolygon::RIGHT_CLIPPING | vpMbtPolygon::UP_CLIPPING | vpMbtPolygon::DOWN_CLIPPING); // Equivalent to FOV_CLIPPING
472 #endif
473  tracker.loadModel(modelFile);
474  tracker.setCameraParameters(cam);
475  tracker.setOgreVisibilityTest(useOgre);
476  tracker.setScanLineVisibilityTest(useScanline);
477  tracker.setCovarianceComputation(computeCovariance);
478  tracker.setProjectionErrorComputation(projectionError);
479  tracker.initFromPose(I, cMo);
480  }
481 
482  // Test to set an initial pose
483  if (reader.getFrameIndex() == reader.getFirstFrameIndex() + 50) {
484  cMo.buildFrom(0.0439540832, 0.0845870108, 0.5477322481, 2.179498458, 0.8611798108, -0.3491961946);
485  vpTRACE("Test set pose");
486  tracker.setPose(I, cMo);
487 // if (opt_display) {
488 // // display the 3D model
489 // tracker.display(I, cMo, cam, vpColor::darkRed);
490 // // display the frame
491 // vpDisplay::displayFrame (I, cMo, cam, 0.05);
496 // }
497  }
498 
499  // track the object: stop tracking from frame 40 to 50
500  if (reader.getFrameIndex() - reader.getFirstFrameIndex() < 40 || reader.getFrameIndex() - reader.getFirstFrameIndex() >= 50) {
501  tracker.track(I);
502  tracker.getPose(cMo);
503  if (opt_display) {
504  // display the 3D model
505  tracker.display(I, cMo, cam, vpColor::darkRed);
506  // display the frame
507  vpDisplay::displayFrame (I, cMo, cam, 0.05);
508  }
509  }
510 
511  if (opt_click_allowed) {
512  vpDisplay::displayText(I, 10, 10, "Click to quit", vpColor::red);
513  if (vpDisplay::getClick(I, false)) {
514  quit = true;
515  break;
516  }
517  }
518 
519  if(computeCovariance) {
520  std::cout << "Covariance matrix: \n" << tracker.getCovarianceMatrix() << std::endl << std::endl;
521  }
522 
523  if(projectionError) {
524  std::cout << "Projection error: " << tracker.getProjectionError() << std::endl << std::endl;
525  }
526 
527  vpDisplay::flush(I) ;
528  }
529 
530  if (opt_click_allowed && !quit) {
532  }
533  reader.close();
534 
535 #if defined (VISP_HAVE_XML2)
536  // Cleanup memory allocated by xml library used to parse the xml config file in vpMbEdgeTracker::loadConfigFile()
538 #endif
539 
540 #if defined(VISP_HAVE_COIN3D) && (COIN_MAJOR_VERSION == 3)
541  // Cleanup memory allocated by Coin library used to load a vrml model in vpMbEdgeTracker::loadModel()
542  // We clean only if Coin was used.
543  if(! cao3DModel)
544  SoDB::finish();
545 #endif
546 
547  return 0;
548  }
549  catch(vpException &e) {
550  std::cout << "Catch an exception: " << e << std::endl;
551  return 1;
552  }
553 }
554 
555 #else
556 
557 int main()
558 {
559  std::cout << "visp_mbt module is required to run this example." << std::endl;
560  return 0;
561 }
562 
563 #endif
564 
virtual void setDisplayFeatures(const bool displayF)
Definition: vpMbTracker.h:411
virtual void setCovarianceComputation(const bool &flag)
Definition: vpMbTracker.h:398
void setMovingEdge(const vpMe &me)
long getFrameIndex() const
long getFirstFrameIndex() const
static bool getClick(const vpImage< unsigned char > &I, bool blocking=true)
static std::string getViSPImagesDataPath()
Definition: vpIoTools.cpp:1157
virtual unsigned int getClipping() const
Definition: vpMbTracker.h:208
Implementation of an homogeneous matrix and operations on such kind of matrices.
void track(const vpImage< unsigned char > &I)
void setMaskNumber(const unsigned int &a)
Definition: vpMe.cpp:488
static const vpColor darkRed
Definition: vpColor.h:164
Display for windows using GDI (available on any windows 32 platform).
Definition: vpDisplayGDI.h:128
void setSampleStep(const double &s)
Definition: vpMe.h:263
static void displayText(const vpImage< unsigned char > &I, const vpImagePoint &ip, const std::string &s, const vpColor &color)
Use the X11 console to display images on unix-like OS. Thus to enable this class X11 should be instal...
Definition: vpDisplayX.h:153
Class that enables to manipulate easily a video file or a sequence of images. As it inherits from the...
error that can be emited by ViSP classes.
Definition: vpException.h:73
Definition: vpMe.h:59
Make the complete tracking of an object by using its CAD model.
virtual void setPose(const vpImage< unsigned char > &I, const vpHomogeneousMatrix &cdMo)
virtual void setCameraParameters(const vpCameraParameters &camera)
virtual void initFromPose(const vpImage< unsigned char > &I, const std::string &initFile)
void loadConfigFile(const std::string &configFile)
static void flush(const vpImage< unsigned char > &I)
void setMu1(const double &mu_1)
Definition: vpMe.h:226
static bool parse(int *argcPtr, const char **argv, vpArgvInfo *argTable, int flags)
Definition: vpParseArgv.cpp:76
static const vpColor red
Definition: vpColor.h:163
void initPersProjWithoutDistortion(const double px, const double py, const double u0, const double v0)
virtual void setNearClippingDistance(const double &dist)
virtual void setOgreVisibilityTest(const bool &v)
void setOgreShowConfigDialog(const bool showConfigDialog)
Definition: vpMbTracker.h:479
void open(vpImage< vpRGBa > &I)
Display for windows using Direct3D 3rd party. Thus to enable this class Direct3D should be installed...
Definition: vpDisplayD3D.h:107
virtual void setScanLineVisibilityTest(const bool &v)
void setMaskSize(const unsigned int &a)
Definition: vpMe.cpp:496
#define vpTRACE
Definition: vpDebug.h:414
static std::string createFilePath(const std::string &parent, const std::string child)
Definition: vpIoTools.cpp:1366
static void display(const vpImage< unsigned char > &I)
The vpDisplayOpenCV allows to display image using the OpenCV library. Thus to enable this class OpenC...
virtual void getCameraParameters(vpCameraParameters &camera) const
Definition: vpMbTracker.h:201
virtual double getProjectionError() const
Definition: vpMbTracker.h:226
Generic class defining intrinsic camera parameters.
The vpDisplayGTK allows to display image using the GTK 3rd party library. Thus to enable this class G...
Definition: vpDisplayGTK.h:138
void acquire(vpImage< vpRGBa > &I)
virtual void setFarClippingDistance(const double &dist)
void setFileName(const char *filename)
virtual void initClick(const vpImage< unsigned char > &I, const std::string &initFile, const bool displayHelp=false)
void buildFrom(const vpTranslationVector &t, const vpRotationMatrix &R)
void init(vpImage< unsigned char > &I, int winx=-1, int winy=-1, const std::string &title="")
static void displayFrame(const vpImage< unsigned char > &I, const vpHomogeneousMatrix &cMo, const vpCameraParameters &cam, double size, const vpColor &color=vpColor::none, unsigned int thickness=1, vpImagePoint offset=vpImagePoint(0, 0))
static void cleanup()
Definition: vpXmlParser.h:308
void setMu2(const double &mu_2)
Definition: vpMe.h:233
virtual void loadModel(const char *modelFile, const bool verbose=false)
virtual void getPose(vpHomogeneousMatrix &cMo_) const
Definition: vpMbTracker.h:333
void setThreshold(const double &t)
Definition: vpMe.h:284
void display(const vpImage< unsigned char > &I, const vpHomogeneousMatrix &cMo, const vpCameraParameters &cam, const vpColor &col, const unsigned int thickness=1, const bool displayFullModel=false)
void setRange(const unsigned int &r)
Definition: vpMe.h:256
virtual void setClipping(const unsigned int &flags)
virtual void setProjectionErrorComputation(const bool &flag)
Definition: vpMbTracker.h:437
virtual vpMatrix getCovarianceMatrix() const
Definition: vpMbTracker.h:213