dynafu_demo.cpp 9.4 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 module's directory
  5. #define CV_LOG_STRIP_LEVEL CV_LOG_LEVEL_VERBOSE
  6. #include <iostream>
  7. #include <fstream>
  8. #include <opencv2/imgproc.hpp>
  9. #include <opencv2/calib3d.hpp>
  10. #include <opencv2/highgui.hpp>
  11. #include <opencv2/core/utils/logger.hpp>
  12. #include <opencv2/rgbd.hpp>
  13. #include "io_utils.hpp"
  14. using namespace cv;
  15. using namespace cv::dynafu;
  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(DynaFu& _df) : df(_df)
  25. { }
  26. DynaFu& df;
  27. };
  28. void pauseCallback(const viz::MouseEvent& me, void* args);
  29. void pauseCallback(const viz::MouseEvent& me, void* args)
  30. {
  31. if(me.type == viz::MouseEvent::Type::MouseMove ||
  32. me.type == viz::MouseEvent::Type::MouseScrollDown ||
  33. me.type == viz::MouseEvent::Type::MouseScrollUp)
  34. {
  35. PauseCallbackArgs pca = *((PauseCallbackArgs*)(args));
  36. viz::Viz3d window(vizWindowName);
  37. UMat rendered;
  38. pca.df.render(rendered, window.getViewerPose().matrix);
  39. imshow("render", rendered);
  40. waitKey(1);
  41. }
  42. }
  43. #endif
  44. static const char* keys =
  45. {
  46. "{help h usage ? | | print this message }"
  47. "{depth | | Path to depth.txt file listing a set of depth images }"
  48. "{camera |0| Index of depth camera to be used as a depth source }"
  49. "{coarse | | Run on coarse settings (fast but ugly) or on default (slow but looks better),"
  50. " in coarse mode points and normals are displayed }"
  51. "{idle | | Do not run DynaFu, just display depth frames }"
  52. "{record | | Write depth frames to specified file list"
  53. " (the same format as for the 'depth' key) }"
  54. };
  55. static const std::string message =
  56. "\nThis demo uses live depth input or RGB-D dataset taken from"
  57. "\nhttps://vision.in.tum.de/data/datasets/rgbd-dataset"
  58. "\nto demonstrate KinectFusion implementation \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<kinfu::Params> params;
  104. Ptr<DynaFu> df;
  105. if(coarse)
  106. params = kinfu::Params::coarseParams();
  107. else
  108. params = kinfu::Params::defaultParams();
  109. // These params can be different for each depth sensor
  110. ds->updateParams(*params);
  111. // Enables OpenCL explicitly (by default can be switched-off)
  112. cv::setUseOptimized(false);
  113. // Scene-specific params should be tuned for each scene individually
  114. //params->volumePose = params->volumePose.translate(Vec3f(0.f, 0.f, 0.5f));
  115. //params->tsdf_max_weight = 16;
  116. namedWindow("OpenGL Window", WINDOW_OPENGL);
  117. resizeWindow("OpenGL Window", 1, 1);
  118. if(!idle)
  119. df = DynaFu::create(params);
  120. #ifdef HAVE_OPENCV_VIZ
  121. cv::viz::Viz3d window(vizWindowName);
  122. window.setViewerPose(Affine3f::Identity());
  123. bool pause = false;
  124. #endif
  125. UMat rendered;
  126. UMat points;
  127. UMat normals;
  128. int64 prevTime = getTickCount();
  129. for(UMat frame = ds->getDepth(); !frame.empty(); frame = ds->getDepth())
  130. {
  131. Mat depthImg, vertImg, normImg;
  132. setOpenGlContext("OpenGL Window");
  133. df->renderSurface(depthImg, vertImg, normImg);
  134. if(!depthImg.empty())
  135. {
  136. UMat depthCvt8, vertCvt8, normCvt8;
  137. convertScaleAbs(depthImg, depthCvt8, 0.33*255);
  138. vertImg.convertTo(vertCvt8, CV_8UC3, 255);
  139. normImg.convertTo(normCvt8, CV_8UC3, 255);
  140. imshow("Surface prediction", depthCvt8);
  141. imshow("vertex prediction", vertCvt8);
  142. imshow("normal prediction", normCvt8);
  143. }
  144. if(depthWriter)
  145. depthWriter->append(frame);
  146. #ifdef HAVE_OPENCV_VIZ
  147. if(pause)
  148. {
  149. // doesn't happen in idle mode
  150. df->getCloud(points, normals);
  151. if(!points.empty() && !normals.empty())
  152. {
  153. viz::WCloud cloudWidget(points, viz::Color::white());
  154. viz::WCloudNormals cloudNormals(points, normals, /*level*/1, /*scale*/0.05, viz::Color::gray());
  155. Vec3d volSize = df->getParams().voxelSize*Vec3d(df->getParams().volumeDims);
  156. window.showWidget("cube", viz::WCube(Vec3d::all(0),
  157. volSize),
  158. df->getParams().volumePose);
  159. PauseCallbackArgs pca(*df);
  160. window.registerMouseCallback(pauseCallback, (void*)&pca);
  161. window.showWidget("text", viz::WText(cv::String("Move camera in this window. "
  162. "Close the window or press Q to resume"), Point()));
  163. window.spin();
  164. window.removeWidget("text");
  165. //window.removeWidget("cloud");
  166. //window.removeWidget("normals");
  167. window.registerMouseCallback(0);
  168. }
  169. pause = false;
  170. }
  171. else
  172. #endif
  173. {
  174. UMat cvt8;
  175. float depthFactor = params->depthFactor;
  176. convertScaleAbs(frame, cvt8, 0.25*256. / depthFactor);
  177. if(!idle)
  178. {
  179. imshow("depth", cvt8);
  180. if(!df->update(frame))
  181. {
  182. df->reset();
  183. std::cout << "reset" << std::endl;
  184. }
  185. #ifdef HAVE_OPENCV_VIZ
  186. else
  187. {
  188. Mat meshCloud, meshEdges, meshPoly;
  189. df->marchCubes(meshCloud, meshEdges);
  190. for(int i = 0; i < meshEdges.size().height; i += 3)
  191. {
  192. meshPoly.push_back<int>(3);
  193. meshPoly.push_back<int>(meshEdges.at<int>(i, 0));
  194. meshPoly.push_back<int>(meshEdges.at<int>(i+1, 0));
  195. meshPoly.push_back<int>(meshEdges.at<int>(i+2, 0));
  196. }
  197. viz::WMesh mesh(meshCloud.t(), meshPoly);
  198. window.showWidget("mesh", mesh);
  199. if(coarse)
  200. {
  201. df->getCloud(points, normals);
  202. if(!points.empty() && !normals.empty())
  203. {
  204. viz::WCloud cloudWidget(points, viz::Color::white());
  205. viz::WCloudNormals cloudNormals(points, normals, /*level*/1, /*scale*/0.05, viz::Color::gray());
  206. //window.showWidget("cloud", cloudWidget);
  207. //window.showWidget("normals", cloudNormals);
  208. if(!df->getNodesPos().empty())
  209. {
  210. viz::WCloud nodeCloud(df->getNodesPos(), viz::Color::red());
  211. nodeCloud.setRenderingProperty(viz::POINT_SIZE, 4);
  212. window.showWidget("nodes", nodeCloud);
  213. }
  214. }
  215. }
  216. //window.showWidget("worldAxes", viz::WCoordinateSystem());
  217. Vec3d volSize = df->getParams().voxelSize*df->getParams().volumeDims;
  218. window.showWidget("cube", viz::WCube(Vec3d::all(0),
  219. volSize),
  220. df->getParams().volumePose);
  221. window.setViewerPose(df->getPose());
  222. window.spinOnce(1, true);
  223. }
  224. #endif
  225. df->render(rendered);
  226. }
  227. else
  228. {
  229. rendered = cvt8;
  230. }
  231. }
  232. int64 newTime = getTickCount();
  233. putText(rendered, cv::format("FPS: %2d press R to reset, P to pause, Q to quit",
  234. (int)(getTickFrequency()/(newTime - prevTime))),
  235. Point(0, rendered.rows-1), FONT_HERSHEY_SIMPLEX, 0.5, Scalar(0, 255, 255));
  236. prevTime = newTime;
  237. imshow("render", rendered);
  238. int c = waitKey(1);
  239. switch (c)
  240. {
  241. case 'r':
  242. if(!idle)
  243. df->reset();
  244. break;
  245. case 'q':
  246. return 0;
  247. #ifdef HAVE_OPENCV_VIZ
  248. case 'p':
  249. if(!idle)
  250. pause = true;
  251. #endif
  252. default:
  253. break;
  254. }
  255. }
  256. return 0;
  257. }