Visual Servoing Platform  version 3.6.1 under development (2024-03-18)
tutorial-apriltag-detector.cpp

[Include]

#include <visp3/detection/vpDetectorAprilTag.h>
#include <visp3/core/vpXmlParserCamera.h>
#include <visp3/gui/vpDisplayGDI.h>
#include <visp3/gui/vpDisplayOpenCV.h>
#include <visp3/gui/vpDisplayX.h>
#include <visp3/io/vpImageIo.h>
int main(int argc, const char **argv)
{
#if defined(VISP_HAVE_APRILTAG) && (defined(VISP_HAVE_X11) || defined(VISP_HAVE_GDI) || defined(VISP_HAVE_OPENCV))
std::string input_filename = "AprilTag.pgm";
double tagSize = 0.053;
float quad_decimate = 1.0;
int nThreads = 1;
std::string intrinsic_file = "";
std::string camera_name = "";
bool display_tag = false;
int color_id = -1;
unsigned int thickness = 2;
bool z_aligned = false;
for (int i = 1; i < argc; i++) {
if (std::string(argv[i]) == "--pose_method" && i + 1 < argc) {
poseEstimationMethod = (vpDetectorAprilTag::vpPoseEstimationMethod)atoi(argv[i + 1]);
}
else if (std::string(argv[i]) == "--tag_size" && i + 1 < argc) {
tagSize = atof(argv[i + 1]);
}
else if (std::string(argv[i]) == "--input" && i + 1 < argc) {
input_filename = std::string(argv[i + 1]);
}
else if (std::string(argv[i]) == "--quad_decimate" && i + 1 < argc) {
quad_decimate = (float)atof(argv[i + 1]);
}
else if (std::string(argv[i]) == "--nthreads" && i + 1 < argc) {
nThreads = atoi(argv[i + 1]);
}
else if (std::string(argv[i]) == "--intrinsic" && i + 1 < argc) {
intrinsic_file = std::string(argv[i + 1]);
}
else if (std::string(argv[i]) == "--camera_name" && i + 1 < argc) {
camera_name = std::string(argv[i + 1]);
}
else if (std::string(argv[i]) == "--display_tag") {
display_tag = true;
}
else if (std::string(argv[i]) == "--color" && i + 1 < argc) {
color_id = atoi(argv[i + 1]);
}
else if (std::string(argv[i]) == "--thickness" && i + 1 < argc) {
thickness = (unsigned int)atoi(argv[i + 1]);
}
else if (std::string(argv[i]) == "--tag_family" && i + 1 < argc) {
tagFamily = (vpDetectorAprilTag::vpAprilTagFamily)atoi(argv[i + 1]);
}
else if (std::string(argv[i]) == "--z_aligned") {
z_aligned = true;
}
else if (std::string(argv[i]) == "--help" || std::string(argv[i]) == "-h") {
std::cout << "Usage: " << argv[0]
<< " [--input <input file>] [--tag_size <tag_size in m>]"
" [--quad_decimate <quad_decimate>] [--nthreads <nb>]"
" [--intrinsic <intrinsic file>] [--camera_name <camera name>]"
" [--pose_method <method> (0: HOMOGRAPHY, 1: HOMOGRAPHY_VIRTUAL_VS, "
" 2: DEMENTHON_VIRTUAL_VS, 3: LAGRANGE_VIRTUAL_VS, "
" 4: BEST_RESIDUAL_VIRTUAL_VS, 5: HOMOGRAPHY_ORTHOGONAL_ITERATION) (default: 0)]"
" [--tag_family <family> (0: TAG_36h11, 1: TAG_36h10 (DEPRECATED), 2: TAG_36ARTOOLKIT (DEPRECATED),"
" 3: TAG_25h9, 4: TAG_25h7 (DEPRECATED), 5: TAG_16h5, 6: TAG_CIRCLE21h7, 7: TAG_CIRCLE49h12,"
" 8: TAG_CUSTOM48h12, 9: TAG_STANDARD41h12, 10: TAG_STANDARD52h13) (default: 0)]"
" [--display_tag] [--color <color_id (0, 1, ...)>]"
" [--thickness <thickness>] [--z_aligned]"
" [--help]"
<< std::endl;
return EXIT_SUCCESS;
}
}
cam.initPersProjWithoutDistortion(615.1674805, 615.1675415, 312.1889954, 243.4373779);
#if defined(VISP_HAVE_PUGIXML)
if (!intrinsic_file.empty() && !camera_name.empty()) {
parser.parse(cam, intrinsic_file, camera_name, vpCameraParameters::perspectiveProjWithoutDistortion);
}
#endif
std::cout << cam << std::endl;
std::cout << "poseEstimationMethod: " << poseEstimationMethod << std::endl;
std::cout << "tagFamily: " << tagFamily << std::endl;
std::cout << "nThreads : " << nThreads << std::endl;
std::cout << "Z aligned: " << z_aligned << std::endl;
try {
vpImage<vpRGBa> I_color;
vpImageIo::read(I_color, input_filename);
#ifdef VISP_HAVE_X11
vpDisplayX d(I);
#elif defined(VISP_HAVE_GDI)
#elif defined(HAVE_OPENCV_HIGHGUI)
#endif
vpDetectorAprilTag detector(tagFamily);
detector.setAprilTagQuadDecimate(quad_decimate);
detector.setAprilTagPoseEstimationMethod(poseEstimationMethod);
detector.setAprilTagNbThreads(nThreads);
detector.setDisplayTag(display_tag, color_id < 0 ? vpColor::none : vpColor::getColor(color_id), thickness);
detector.setZAlignedWithCameraAxis(z_aligned);
double t = vpTime::measureTimeMs();
std::vector<vpHomogeneousMatrix> cMo_vec;
detector.detect(I, tagSize, cam, cMo_vec);
std::stringstream ss;
ss << "Detection time: " << t << " ms for " << detector.getNbObjects() << " tags";
vpDisplay::displayText(I, 40, 20, ss.str(), vpColor::red);
for (size_t i = 0; i < detector.getNbObjects(); i++) {
std::vector<vpImagePoint> p = detector.getPolygon(i);
vpRect bbox = detector.getBBox(i);
std::string message = detector.getMessage(i);
std::size_t tag_id_pos = message.find("id: ");
if (tag_id_pos != std::string::npos) {
int tag_id = atoi(message.substr(tag_id_pos + 4).c_str());
ss.str("");
ss << "Tag id: " << tag_id;
vpDisplay::displayText(I, (int)(bbox.getTop() - 10), (int)bbox.getLeft(), ss.str(), vpColor::red);
}
for (size_t j = 0; j < p.size(); j++) {
std::ostringstream number;
number << j;
vpDisplay::displayText(I, p[j] + vpImagePoint(15, 5), number.str(), vpColor::blue);
}
}
vpDisplay::displayText(I, 20, 20, "Click to display tag poses", vpColor::red);
for (size_t i = 0; i < cMo_vec.size(); i++) {
vpDisplay::displayFrame(I, cMo_vec[i], cam, tagSize / 2, vpColor::none, 3);
}
vpDisplay::displayText(I, 20, 20, "Click to quit.", vpColor::red);
#ifdef VISP_HAVE_X11
vpDisplayX d2(I_color, 50, 50);
#elif defined(VISP_HAVE_GDI)
vpDisplayGDI d2(I_color, 50, 50);
#elif defined(HAVE_OPENCV_HIGHGUI)
vpDisplayOpenCV d2(I_color, 50, 50);
#endif
// To test the displays on a vpRGBa image
// Display frames and tags but remove the display of the last element
std::vector<std::vector<vpImagePoint> > tagsCorners = detector.getTagsCorners();
tagsCorners.pop_back();
detector.displayTags(I_color, tagsCorners, vpColor::none, 3);
cMo_vec.pop_back();
detector.displayFrames(I_color, cMo_vec, cam, tagSize / 2, vpColor::none, 3);
vpDisplay::displayText(I_color, 20, 20, "Click to quit.", vpColor::red);
vpDisplay::flush(I_color);
}
catch (const vpException &e) {
std::cerr << "Catch an exception: " << e.getMessage() << std::endl;
}
#else
(void)argc;
(void)argv;
#endif
return EXIT_SUCCESS;
}
Generic class defining intrinsic camera parameters.
void initPersProjWithoutDistortion(double px, double py, double u0, double v0)
@ perspectiveProjWithoutDistortion
Perspective projection without distortion model.
static vpColor getColor(const unsigned int &i)
Definition: vpColor.h:307
static const vpColor red
Definition: vpColor.h:211
static const vpColor none
Definition: vpColor.h:223
static const vpColor blue
Definition: vpColor.h:217
static const vpColor green
Definition: vpColor.h:214
void setZAlignedWithCameraAxis(bool zAlignedWithCameraFrame)
std::vector< std::vector< vpImagePoint > > getTagsCorners() const
void setDisplayTag(bool display, const vpColor &color=vpColor::none, unsigned int thickness=2)
void setAprilTagQuadDecimate(float quadDecimate)
void displayFrames(const vpImage< unsigned char > &I, const std::vector< vpHomogeneousMatrix > &cMo_vec, const vpCameraParameters &cam, double size, const vpColor &color, unsigned int thickness=1) const
bool detect(const vpImage< unsigned char > &I) vp_override
@ TAG_36h11
AprilTag 36h11 pattern (recommended)
void setAprilTagNbThreads(int nThreads)
void setAprilTagPoseEstimationMethod(const vpPoseEstimationMethod &poseEstimationMethod)
void displayTags(const vpImage< unsigned char > &I, const std::vector< std::vector< vpImagePoint > > &tagsCorners, const vpColor &color=vpColor::none, unsigned int thickness=1) const
std::vector< std::vector< vpImagePoint > > & getPolygon()
vpRect getBBox(size_t i) const
size_t getNbObjects() const
std::vector< std::string > & getMessage()
Display for windows using GDI (available on any windows 32 platform).
Definition: vpDisplayGDI.h:128
The vpDisplayOpenCV allows to display image using the OpenCV library. Thus to enable this class OpenC...
Use the X11 console to display images on unix-like OS. Thus to enable this class X11 should be instal...
Definition: vpDisplayX.h:128
static bool getClick(const vpImage< unsigned char > &I, bool blocking=true)
static void display(const vpImage< unsigned char > &I)
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, const vpImagePoint &offset=vpImagePoint(0, 0), const std::string &frameName="", const vpColor &textColor=vpColor::black, const vpImagePoint &textOffset=vpImagePoint(15, 15))
static void displayCross(const vpImage< unsigned char > &I, const vpImagePoint &ip, unsigned int size, const vpColor &color, unsigned int thickness=1)
static void flush(const vpImage< unsigned char > &I)
static void displayRectangle(const vpImage< unsigned char > &I, const vpImagePoint &topLeft, unsigned int width, unsigned int height, const vpColor &color, bool fill=false, unsigned int thickness=1)
static void displayText(const vpImage< unsigned char > &I, const vpImagePoint &ip, const std::string &s, const vpColor &color)
error that can be emitted by ViSP classes.
Definition: vpException.h:59
const char * getMessage() const
Definition: vpException.cpp:64
static void convert(const vpImage< unsigned char > &src, vpImage< vpRGBa > &dest)
static void read(vpImage< unsigned char > &I, const std::string &filename, int backend=IO_DEFAULT_BACKEND)
Definition: vpImageIo.cpp:143
Class that defines a 2D point in an image. This class is useful for image processing and stores only ...
Definition: vpImagePoint.h:82
Defines a rectangle in the plane.
Definition: vpRect.h:76
double getLeft() const
Definition: vpRect.h:170
double getTop() const
Definition: vpRect.h:189
XML parser to load and save intrinsic camera parameters.
int parse(vpCameraParameters &cam, const std::string &filename, const std::string &camera_name, const vpCameraParameters::vpCameraParametersProjType &projModel, unsigned int image_width=0, unsigned int image_height=0, bool verbose=true)
VISP_EXPORT double measureTimeMs()