large_kinfu_demo.cpp 8.1 KB

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  1. // This file is part of OpenCV project.
  2. // It is subject to the license terms in the LICENSE file found in the top-level directory
  3. // of this distribution and at http://opencv.org/license.html
  4. // This code is also subject to the license terms in the LICENSE_KinectFusion.md file found in this
  5. // module's directory
  6. #include <fstream>
  7. #include <iostream>
  8. #include <opencv2/calib3d.hpp>
  9. #include <opencv2/highgui.hpp>
  10. #include <opencv2/imgproc.hpp>
  11. #include <opencv2/rgbd/large_kinfu.hpp>
  12. #include "io_utils.hpp"
  13. using namespace cv;
  14. using namespace cv::kinfu;
  15. using namespace cv::large_kinfu;
  16. using namespace cv::io_utils;
  17. #ifdef HAVE_OPENCV_VIZ
  18. #include <opencv2/viz.hpp>
  19. #endif
  20. #ifdef HAVE_OPENCV_VIZ
  21. const std::string vizWindowName = "cloud";
  22. struct PauseCallbackArgs
  23. {
  24. PauseCallbackArgs(LargeKinfu& _largeKinfu) : largeKinfu(_largeKinfu) {}
  25. LargeKinfu& largeKinfu;
  26. };
  27. void pauseCallback(const viz::MouseEvent& me, void* args);
  28. void pauseCallback(const viz::MouseEvent& me, void* args)
  29. {
  30. if (me.type == viz::MouseEvent::Type::MouseMove ||
  31. me.type == viz::MouseEvent::Type::MouseScrollDown ||
  32. me.type == viz::MouseEvent::Type::MouseScrollUp)
  33. {
  34. PauseCallbackArgs pca = *((PauseCallbackArgs*)(args));
  35. viz::Viz3d window(vizWindowName);
  36. UMat rendered;
  37. pca.largeKinfu.render(rendered, window.getViewerPose().matrix);
  38. imshow("render", rendered);
  39. waitKey(1);
  40. }
  41. }
  42. #endif
  43. static const char* keys = {
  44. "{help h usage ? | | print this message }"
  45. "{depth | | Path to depth.txt file listing a set of depth images }"
  46. "{camera |0| Index of depth camera to be used as a depth source }"
  47. "{coarse | | Run on coarse settings (fast but ugly) or on default (slow but looks better),"
  48. " in coarse mode points and normals are displayed }"
  49. "{idle | | Do not run LargeKinfu, just display depth frames }"
  50. "{record | | Write depth frames to specified file list"
  51. " (the same format as for the 'depth' key) }"
  52. };
  53. static const std::string message =
  54. "\nThis demo uses live depth input or RGB-D dataset taken from"
  55. "\nhttps://vision.in.tum.de/data/datasets/rgbd-dataset"
  56. "\nto demonstrate Submap based large environment reconstruction"
  57. "\nThis module uses the newer hashtable based TSDFVolume (relatively fast) for larger "
  58. "reconstructions by default\n";
  59. int main(int argc, char** argv)
  60. {
  61. bool coarse = false;
  62. bool idle = false;
  63. std::string recordPath;
  64. CommandLineParser parser(argc, argv, keys);
  65. parser.about(message);
  66. if (!parser.check())
  67. {
  68. parser.printMessage();
  69. parser.printErrors();
  70. return -1;
  71. }
  72. if (parser.has("help"))
  73. {
  74. parser.printMessage();
  75. return 0;
  76. }
  77. if (parser.has("coarse"))
  78. {
  79. coarse = true;
  80. }
  81. if (parser.has("record"))
  82. {
  83. recordPath = parser.get<String>("record");
  84. }
  85. if (parser.has("idle"))
  86. {
  87. idle = true;
  88. }
  89. Ptr<DepthSource> ds;
  90. if (parser.has("depth"))
  91. ds = makePtr<DepthSource>(parser.get<String>("depth"));
  92. else
  93. ds = makePtr<DepthSource>(parser.get<int>("camera"));
  94. if (ds->empty())
  95. {
  96. std::cerr << "Failed to open depth source" << std::endl;
  97. parser.printMessage();
  98. return -1;
  99. }
  100. Ptr<DepthWriter> depthWriter;
  101. if (!recordPath.empty())
  102. depthWriter = makePtr<DepthWriter>(recordPath);
  103. Ptr<large_kinfu::Params> params;
  104. Ptr<LargeKinfu> largeKinfu;
  105. params = large_kinfu::Params::hashTSDFParams(coarse);
  106. // These params can be different for each depth sensor
  107. ds->updateParams(*params);
  108. cv::setUseOptimized(true);
  109. if (!idle)
  110. largeKinfu = LargeKinfu::create(params);
  111. #ifdef HAVE_OPENCV_VIZ
  112. cv::viz::Viz3d window(vizWindowName);
  113. window.setViewerPose(Affine3f::Identity());
  114. bool pause = false;
  115. #endif
  116. UMat rendered;
  117. UMat points;
  118. UMat normals;
  119. int64 prevTime = getTickCount();
  120. for (UMat frame = ds->getDepth(); !frame.empty(); frame = ds->getDepth())
  121. {
  122. if (depthWriter)
  123. depthWriter->append(frame);
  124. #ifdef HAVE_OPENCV_VIZ
  125. if (pause)
  126. {
  127. // doesn't happen in idle mode
  128. largeKinfu->getCloud(points, normals);
  129. if (!points.empty() && !normals.empty())
  130. {
  131. viz::WCloud cloudWidget(points, viz::Color::white());
  132. viz::WCloudNormals cloudNormals(points, normals, /*level*/ 1, /*scale*/ 0.05,
  133. viz::Color::gray());
  134. window.showWidget("cloud", cloudWidget);
  135. window.showWidget("normals", cloudNormals);
  136. Vec3d volSize = largeKinfu->getParams().volumeParams.voxelSize *
  137. Vec3d(largeKinfu->getParams().volumeParams.resolution);
  138. window.showWidget("cube", viz::WCube(Vec3d::all(0), volSize),
  139. largeKinfu->getParams().volumeParams.pose);
  140. PauseCallbackArgs pca(*largeKinfu);
  141. window.registerMouseCallback(pauseCallback, (void*)&pca);
  142. window.showWidget("text",
  143. viz::WText(cv::String("Move camera in this window. "
  144. "Close the window or press Q to resume"),
  145. Point()));
  146. window.spin();
  147. window.removeWidget("text");
  148. window.removeWidget("cloud");
  149. window.removeWidget("normals");
  150. window.registerMouseCallback(0);
  151. }
  152. pause = false;
  153. }
  154. else
  155. #endif
  156. {
  157. UMat cvt8;
  158. float depthFactor = params->depthFactor;
  159. convertScaleAbs(frame, cvt8, 0.25 * 256. / depthFactor);
  160. if (!idle)
  161. {
  162. imshow("depth", cvt8);
  163. if (!largeKinfu->update(frame))
  164. {
  165. largeKinfu->reset();
  166. std::cout << "reset" << std::endl;
  167. }
  168. #ifdef HAVE_OPENCV_VIZ
  169. else
  170. {
  171. if (coarse)
  172. {
  173. largeKinfu->getCloud(points, normals);
  174. if (!points.empty() && !normals.empty())
  175. {
  176. viz::WCloud cloudWidget(points, viz::Color::white());
  177. viz::WCloudNormals cloudNormals(points, normals, /*level*/ 1,
  178. /*scale*/ 0.05, viz::Color::gray());
  179. window.showWidget("cloud", cloudWidget);
  180. window.showWidget("normals", cloudNormals);
  181. }
  182. }
  183. // window.showWidget("worldAxes", viz::WCoordinateSystem());
  184. Vec3d volSize = largeKinfu->getParams().volumeParams.voxelSize *
  185. largeKinfu->getParams().volumeParams.resolution;
  186. window.showWidget("cube", viz::WCube(Vec3d::all(0), volSize),
  187. largeKinfu->getParams().volumeParams.pose);
  188. window.setViewerPose(largeKinfu->getPose());
  189. window.spinOnce(1, true);
  190. }
  191. #endif
  192. largeKinfu->render(rendered);
  193. }
  194. else
  195. {
  196. rendered = cvt8;
  197. }
  198. }
  199. int64 newTime = getTickCount();
  200. putText(rendered,
  201. cv::format("FPS: %2d press R to reset, P to pause, Q to quit",
  202. (int)(getTickFrequency() / (newTime - prevTime))),
  203. Point(0, rendered.rows - 1), FONT_HERSHEY_SIMPLEX, 0.5, Scalar(0, 255, 255));
  204. prevTime = newTime;
  205. imshow("render", rendered);
  206. int c = waitKey(1);
  207. switch (c)
  208. {
  209. case 'r':
  210. if (!idle)
  211. largeKinfu->reset();
  212. break;
  213. case 'q': return 0;
  214. #ifdef HAVE_OPENCV_VIZ
  215. case 'p':
  216. if (!idle)
  217. pause = true;
  218. #endif
  219. default: break;
  220. }
  221. }
  222. return 0;
  223. }