1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470
|
//! \example tutorial-pose-from-planar-object.cpp
// Core
#include <visp3/core/vpColorDepthConversion.h>
#include <visp3/core/vpIoTools.h>
#include <visp3/core/vpMeterPixelConversion.h>
#include <visp3/core/vpXmlParserCamera.h>
// Vision
#include <visp3/vision/vpPlaneEstimation.h>
#include <visp3/vision/vpPose.h>
// IO
#include <visp3/io/vpImageIo.h>
// GUI
#include <visp3/gui/vpDisplayD3D.h>
#include <visp3/gui/vpDisplayGDI.h>
#include <visp3/gui/vpDisplayGTK.h>
#include <visp3/gui/vpDisplayOpenCV.h>
#include <visp3/gui/vpDisplayX.h>
#if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) && \
(!defined(_MSC_VER) || ((VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) && (_MSC_VER >= 1911))) && \
defined(VISP_HAVE_DISPLAY)
// Local helper
namespace
{
// Display
#if defined(VISP_HAVE_X11)
using Display = vpDisplayX;
#elif defined(VISP_HAVE_GDI)
using Display = vpDisplayGDI;
#elif defined(VISP_HAVE_OPENCV)
using Display = vpDisplayOpenCV;
#elif defined(VISP_HAVE_GTK)
using Display = vpDisplayGTK;
#elif defined(VISP_HAVE_D3D9)
using Display = vpDisplayD3D;
#endif
constexpr auto DispScaleType{vpDisplay::SCALE_AUTO};
// Model
constexpr auto ModelCommentHeader{"#"};
constexpr auto ModelKeypointsHeader{"Keypoints"};
constexpr auto ModelBoundsHeader{"Bounds"};
constexpr auto ModelDataHeader{"data:"};
// Depth
constexpr auto DepthScale{0.001};
} // namespace
#ifndef DOXYGEN_SHOULD_SKIP_THIS
class Model
{
public:
Model() = delete;
~Model() = default;
Model(const Model &) = default;
Model(Model &&) = default;
Model &operator=(const Model &) = default;
Model &operator=(Model &&) = default;
explicit Model(const std::string &model_filename);
public:
using Id = unsigned long int;
static inline std::string to_string(const Id &id) { return std::to_string(id); };
std::map<Id, vpPoint> keypoints(const vpHomogeneousMatrix &cMo = {}) const;
std::map<Id, vpPoint> bounds(const vpHomogeneousMatrix &cMo = {}) const;
private:
std::map<Id, vpPoint> m_keypoints{};
std::map<Id, vpPoint> m_bounds{};
};
inline Model::Model(const std::string &model_filename)
{
std::fstream file;
file.open(model_filename.c_str(), std::fstream::in);
std::string line{}, subs{};
bool in_model_bounds{false};
bool in_model_keypoints{false};
unsigned int data_curr_line{0};
unsigned int data_line_start_pos{0};
auto reset = [&]() {
in_model_bounds = false;
in_model_keypoints = false;
data_curr_line = 0;
data_line_start_pos = 0;
};
while (getline(file, line)) {
if (line.substr(0, std::string(ModelCommentHeader).size()) == ModelCommentHeader || line == ModelDataHeader) {
continue;
} else if (line == ModelBoundsHeader) {
reset();
in_model_bounds = true;
continue;
} else if (line == ModelKeypointsHeader) {
reset();
in_model_keypoints = true;
continue;
}
if (data_curr_line == 0) {
// Get indentation level which is common to all lines
data_line_start_pos = (unsigned int)line.find("[") + 1;
}
try {
std::stringstream ss(line.substr(data_line_start_pos, line.find("]") - data_line_start_pos));
unsigned int data_on_curr_line = 0;
vpColVector oXYZ({0, 0, 0, 1});
while (getline(ss, subs, ',')) {
oXYZ[data_on_curr_line++] = std::atof(subs.c_str());
}
if (in_model_bounds) {
m_bounds.try_emplace(data_curr_line, oXYZ[0], oXYZ[1], oXYZ[2]);
} else if (in_model_keypoints) {
m_keypoints.try_emplace(data_curr_line, oXYZ[0], oXYZ[1], oXYZ[2]);
}
data_curr_line++;
} catch (...) {
// Line is empty or incomplete. We skeep it
}
}
file.close();
}
inline std::map<Model::Id, vpPoint> Model::bounds(const vpHomogeneousMatrix &cMo) const
{
auto bounds = m_bounds;
std::for_each(begin(bounds), end(bounds), [&cMo](auto &bound) { bound.second.project(cMo); });
return bounds;
}
inline std::map<Model::Id, vpPoint> Model::keypoints(const vpHomogeneousMatrix &cMo) const
{
auto keypoints = m_keypoints;
std::for_each(begin(keypoints), end(keypoints), [&cMo](auto &keypoint) { keypoint.second.project(cMo); });
return keypoints;
}
std::ostream &operator<<(std::ostream &os, const Model &model)
{
os << "-Bounds:" << std::endl;
for (const auto &[id, bound] : model.bounds()) {
// clang-format off
os << std::setw(4) << std::setfill(' ') << id << ": "
<< std::setw(6) << std::setfill(' ') << bound.get_X() << ", "
<< std::setw(6) << std::setfill(' ') << bound.get_Y() << ", "
<< std::setw(6) << std::setfill(' ') << bound.get_Z() << std::endl;
// clang-format on
}
os << "-Keypoints:" << std::endl;
for (const auto &[id, keypoint] : model.keypoints()) {
// clang-format off
os << std::setw(4) << std::setfill(' ') << id << ": "
<< std::setw(6) << std::setfill(' ') << keypoint.get_X() << ", "
<< std::setw(6) << std::setfill(' ') << keypoint.get_Y() << ", "
<< std::setw(6) << std::setfill(' ') << keypoint.get_Z() << std::endl;
// clang-format on
}
return os;
}
std::tuple<vpImage<vpRGBa>, vpImage<uint16_t>, vpCameraParameters, vpCameraParameters, vpHomogeneousMatrix>
readData(const std::string &input_directory, const unsigned int cpt = 0)
{
char buffer[FILENAME_MAX];
std::stringstream ss;
ss << input_directory << "/color_image_%04d.jpg";
snprintf(buffer, FILENAME_MAX, ss.str().c_str(), cpt);
const std::string filename_color = buffer;
ss.str("");
ss << input_directory << "/depth_image_%04d.bin";
snprintf(buffer, FILENAME_MAX, ss.str().c_str(), cpt);
const std::string filename_depth = buffer;
// Read color
vpImage<vpRGBa> I_color{};
vpImageIo::read(I_color, filename_color);
// Read raw depth
vpImage<uint16_t> I_depth_raw{};
std::ifstream file_depth(filename_depth.c_str(), std::ios::in | std::ios::binary);
if (file_depth.is_open()) {
unsigned int height = 0, width = 0;
vpIoTools::readBinaryValueLE(file_depth, height);
vpIoTools::readBinaryValueLE(file_depth, width);
I_depth_raw.resize(height, width);
for (auto i = 0u; i < height; i++) {
for (auto j = 0u; j < width; j++) {
vpIoTools::readBinaryValueLE(file_depth, I_depth_raw[i][j]);
}
}
}
// Read camera parameters (intrinsics)
ss.str("");
ss << input_directory << "/camera.xml";
vpXmlParserCamera parser{};
vpCameraParameters color_param{}, depth_param{};
parser.parse(color_param, ss.str(), "color_camera", vpCameraParameters::perspectiveProjWithDistortion);
parser.parse(depth_param, ss.str(), "depth_camera", vpCameraParameters::perspectiveProjWithDistortion);
// Read camera parameters (extrinsics)
ss.str("");
ss << input_directory << "/depth_M_color.txt";
std::ifstream file_depth_M_color(ss.str().c_str(), std::ios::in | std::ios::binary);
vpHomogeneousMatrix depth_M_color{};
depth_M_color.load(file_depth_M_color);
return {I_color, I_depth_raw, color_param, depth_param, depth_M_color};
}
std::vector<vpImagePoint> getRoiFromUser(vpImage<vpRGBa> color_img)
{
// Init displays
Display disp_color(color_img, 0, 0, "Roi bounds", DispScaleType);
disp_color.display(color_img);
disp_color.flush(color_img);
std::vector<vpImagePoint> v_ip{};
do {
// Prepare display
disp_color.display(color_img);
auto disp_lane{0};
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Select point along the d435 box boundary", vpColor::green);
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Left click to select a point", vpColor::green);
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Middle click to remove the last point", vpColor::green);
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Right click to finish/quit", vpColor::green);
// Display already selected points
for (auto j = 0u; j < v_ip.size(); j++) {
vpDisplay::displayCross(color_img, v_ip.at(j), 15, vpColor::green);
vpDisplay::displayText(color_img, v_ip.at(j) + vpImagePoint(10, 10), std::to_string(j), vpColor::green);
}
disp_color.flush(color_img);
// Wait for new point
vpImagePoint ip{};
vpMouseButton::vpMouseButtonType button{};
vpDisplay::getClick(color_img, ip, button, true);
switch (button) {
case vpMouseButton::button2: {
if (v_ip.size() > 0) {
v_ip.erase(std::prev(end(v_ip)));
}
break;
}
case vpMouseButton::button3: {
return v_ip;
}
default: {
v_ip.push_back(ip);
break;
}
}
} while (1);
}
std::map<Model::Id, vpImagePoint> getKeypointsFromUser(vpImage<vpRGBa> color_img, const Model &model,
const std::string &parent_data)
{
// Init displays
Display disp_color(color_img, 0, 0, "Keypoints", DispScaleType);
disp_color.display(color_img);
disp_color.flush(color_img);
vpImage<vpRGBa> I_help{};
vpImageIo::read(I_help, parent_data + "/data/d435_box_keypoints_user_helper.png");
Display disp_help(I_help, disp_color.getWindowXPosition() + color_img.getWidth(), disp_color.getWindowYPosition(),
"Keypoints [help]", DispScaleType);
disp_help.display(I_help);
disp_help.flush(I_help);
std::map<Model::Id, vpImagePoint> keypoints{};
// - The next line produces an internal compiler error with Visual Studio 2017:
// tutorial-pose-from-planar-object.cpp(304): fatal error C1001: An internal error has occurred in the compiler.
// [C:\projects\visp\build\tutorial\computer-vision\tutorial-pose-from-planar-object.vcxproj] (compiler file
// 'd:\agent\_work\8\s\src\vctools\compiler\cxxfe\sl\p1\cxx\grammar.y', line 12721)
// To work around this problem, try simplifying or changing the program near the locations listed above.
// Please choose the Technical Support command on the Visual C++
// Help menu, or open the Technical Support help file for more information
// - Note that the next line builds with Visual Studio 2022.
// for ([[maybe_unused]] const auto &[id, _] : model.keypoints()) {
for (const auto &[id, ip_unused] : model.keypoints()) {
(void)ip_unused;
// Prepare display
disp_color.display(color_img);
auto disp_lane{0};
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Select the keypoints " + Model::to_string(id),
vpColor::green);
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Click to select a point", vpColor::green);
// Display already selected points
for (const auto &[id, keypoint] : keypoints) {
vpDisplay::displayCross(color_img, keypoint, 15, vpColor::green);
vpDisplay::displayText(color_img, keypoint + vpImagePoint(10, 10), Model::to_string(id), vpColor::green);
}
disp_color.flush(color_img);
// Wait for new point
vpImagePoint ip{};
vpDisplay::getClick(color_img, ip, true);
keypoints.try_emplace(id, ip);
}
return keypoints;
}
#endif // DOXYGEN_SHOULD_SKIP_THIS
#endif // #if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) && (!defined(_MSC_VER) || ((VISP_CXX_STANDARD >=
// VISP_CXX_STANDARD_17) && (_MSC_VER >= 1911))) && defined(VISP_HAVE_DISPLAY)
int main(int, char *argv[])
{
#if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) && \
(!defined(_MSC_VER) || ((VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) && (_MSC_VER >= 1911)))
#if defined(VISP_HAVE_DISPLAY)
// Get prior data
//! [Prior_Data]
auto [color_img, depth_raw, color_param, depth_param, depth_M_color] =
readData(vpIoTools::getParent(argv[0]) + "/data/d435_not_align_depth", 0);
const auto model = Model(vpIoTools::getParent(argv[0]) + "/data/d435_box.model");
//! [Prior_Data]
std::cout << "color_param:" << std::endl << color_param << std::endl;
std::cout << "depth_param:" << std::endl << depth_param << std::endl;
std::cout << "depth_M_color:" << std::endl << depth_M_color << std::endl;
std::cout << std::endl << "Model:" << std::endl << model << std::endl;
// Init display
Display display_color(color_img, 0, 0, "Color", DispScaleType);
display_color.display(color_img);
display_color.flush(color_img);
vpImage<unsigned char> depth_img{};
vpImageConvert::createDepthHistogram(depth_raw, depth_img);
Display display_depth(depth_img, display_color.getWindowXPosition() + display_color.getWidth(), 0, "Depth",
DispScaleType);
display_depth.display(depth_img);
display_depth.flush(depth_img);
// Ask roi for plane estimation
//! [Roi_Plane_Estimation]
vpPolygon roi_color_img{};
roi_color_img.buildFrom(getRoiFromUser(color_img), true);
std::vector<vpImagePoint> roi_corners_depth_img{};
std::transform(
cbegin(roi_color_img.getCorners()), cend(roi_color_img.getCorners()), std::back_inserter(roi_corners_depth_img),
std::bind((vpImagePoint(*)(const vpImage<uint16_t> &, double, double, double, const vpCameraParameters &,
const vpCameraParameters &, const vpHomogeneousMatrix &, const vpHomogeneousMatrix &,
const vpImagePoint &)) &
vpColorDepthConversion::projectColorToDepth,
depth_raw, DepthScale, 0.1, 0.6, depth_param, color_param, depth_M_color.inverse(), depth_M_color,
std::placeholders::_1));
const vpPolygon roi_depth_img{roi_corners_depth_img};
//! [Roi_Plane_Estimation]
vpDisplay::displayPolygon(depth_img, roi_depth_img.getCorners(), vpColor::green);
display_depth.flush(depth_img);
// Estimate the plane
vpImage<vpRGBa> heat_map{};
//! [Plane_Estimation]
const auto obj_plane_in_depth =
vpPlaneEstimation::estimatePlane(depth_raw, DepthScale, depth_param, roi_depth_img, 1000, heat_map);
if (!obj_plane_in_depth) {
return EXIT_FAILURE;
}
// Get the plane in color frame
auto obj_plane_in_color = *obj_plane_in_depth;
obj_plane_in_color.changeFrame(depth_M_color.inverse());
//! [Plane_Estimation]
Display display_heat_map(heat_map, display_depth.getWindowXPosition(),
display_depth.getWindowYPosition() + display_depth.getHeight(), "Plane Estimation Heat map",
DispScaleType);
display_heat_map.display(heat_map);
display_heat_map.flush(heat_map);
// Ask user to click on keypoints
const auto keypoint_color_img = getKeypointsFromUser(color_img, model, vpIoTools::getParent(argv[0]));
//! [Pose_Estimation]
const auto cMo = vpPose::computePlanarObjectPoseWithAtLeast3Points(obj_plane_in_color, model.keypoints(),
keypoint_color_img, color_param);
if (!cMo) {
return EXIT_FAILURE;
}
//! [Pose_Estimation]
// Display the model
std::vector<vpImagePoint> d435_box_bound{};
// - The next line produces an internal compiler error with Visual Studio 2017:
// tutorial-pose-from-planar-object.cpp(428): fatal error C1001: An internal error has occurred in the compiler.
// [C:\projects\visp\build\tutorial\computer-vision\tutorial-pose-from-planar-object.vcxproj] (compiler file
// 'd:\agent\_work\8\s\src\vctools\compiler\cxxfe\sl\p1\cxx\grammar.y', line 12721)
// To work around this problem, try simplifying or changing the program near the locations listed above.
// Please choose the Technical Support command on the Visual C++
// Help menu, or open the Technical Support help file for more information
// - Note that the next line builds with Visual Studio 2022.
//
// for ([[maybe_unused]] const auto &[_, bound] : model.bounds(*cMo)) {
for (const auto &[id_unused, bound] : model.bounds(*cMo)) {
(void)id_unused;
vpImagePoint ip{};
vpMeterPixelConversion::convertPoint(color_param, bound.get_x(), bound.get_y(), ip);
d435_box_bound.push_back(ip);
}
vpDisplay::displayPolygon(color_img, d435_box_bound, vpColor::blue);
for (const auto &[id, keypoint] : model.keypoints(*cMo)) {
vpImagePoint ip{};
vpMeterPixelConversion::convertPoint(color_param, keypoint.get_x(), keypoint.get_y(), ip);
vpDisplay::displayCross(color_img, ip, 15, vpColor::orange);
vpDisplay::displayText(color_img, ip + vpImagePoint(10, 10), Model::to_string(id), vpColor::orange);
}
vpDisplay::flush(color_img);
// Display the frame
vpDisplay::displayFrame(color_img, *cMo, color_param, 0.05, vpColor::none, 3);
// Wait before exiting
auto disp_lane{0};
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "D435 box boundary [from model]", vpColor::blue);
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Keypoints [from model]", vpColor::orange);
vpDisplay::displayText(color_img, 15 * ++disp_lane, 15, "Click to quit", vpColor::green);
vpDisplay::flush(color_img);
vpDisplay::getClick(color_img);
#else
(void)argv;
std::cout << "There is no display available to run this tutorial." << std::endl;
#endif // defined(VISP_HAVE_DISPLAY)
#else
(void)argv;
std::cout << "c++17 should be enabled to run this tutorial." << std::endl;
#endif // (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_17) && (!defined(_MSC_VER) || ((VISP_CXX_STANDARD >=
// VISP_CXX_STANDARD_17) && (_MSC_VER >= 1911)))
return EXIT_SUCCESS;
}
|