%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % GTSAM Copyright 2010, Georgia Tech Research Corporation, % Atlanta, Georgia 30332-0415 % All Rights Reserved % Authors: Frank Dellaert, et al. (see THANKS for the full author list) % % See LICENSE for the license information % % @brief A camera flying example through a field of cylinder landmarks % @author Zhaoyang Lv %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% clear all; clc; clf; import gtsam.* %% define the options % the testing field size options.fieldSize = Point2([100, 100]'); % the number of cylinders options.cylinderNum = 10; % The number of camera poses options.poseNum = 20; % Monocular Camera Calibration options.monoK = Cal3_S2(525,525,0,320,240); % Stereo Camera Calibration options.stereoK = Cal3_S2Stereo(1000, 1000, 0, 320, 240, 0.2); % the image size of camera options.imageSize = Point2([640, 480]'); % use Monocular camera or Stereo camera options.Mono = true; %% test1: visibility test in monocular camera cylinders{1}.centroid = Point3(30, 50, 5); cylinders{2}.centroid = Point3(50, 50, 5); cylinders{3}.centroid = Point3(70, 50, 5); for i = 1:3 cylinders{i}.radius = 5; cylinders{i}.height = 10; cylinders{i}.Points{1} = cylinders{i}.centroid.compose(Point3(-cylinders{i}.radius, 0, 0)); cylinders{i}.Points{2} = cylinders{i}.centroid.compose(Point3(cylinders{i}.radius, 0, 0)); end camera = SimpleCamera.Lookat(Point3(10, 50, 10), ... Point3(options.fieldSize.x/2, options.fieldSize.y/2, 0), ... Point3([0,0,1]'), options.monoK); pose = camera.pose; prjMonoResult = cylinderSampleProjection(options.monoK, pose, options.imageSize, cylinders); %% test2: visibility test in stereo camera prjStereoResult = cylinderSampleProjectionStereo(options.stereoK, pose, options.imageSize, cylinders); %% generate a set of cylinders and Samples cylinderNum = options.cylinderNum; cylinders = cell(cylinderNum, 1); % It seems random generated cylinders doesn't work that well % Now it set up a circle of cylinders theta = 0; for i = 1:cylinderNum theta = theta + 2*pi / 10; x = 10 * cos(theta) + options.fieldSize.x/2; y = 10 * sin(theta) + options.fieldSize.y/2; baseCentroid = Point2([x, y]'); cylinders{i,1} = cylinderSampling(baseCentroid, 1, 5, 1); end %% plot all the cylinders and sampled points % now is plotting on a 100 * 100 field figID = 1; figure(figID); plotCylinderSamples(cylinders, options.fieldSize, figID); %% generate ground truth camera trajectories: a circle KMono = Cal3_S2(525,525,0,320,240); cameraPoses = cell(options.poseNum, 1); theta = 0; r = 40; for i = 1:options.poseNum theta = (i-1)*2*pi/options.poseNum; t = Point3([r*cos(theta) + options.fieldSize.x/2, ... r*sin(theta) + options.fieldSize.y/2, 10]'); camera = SimpleCamera.Lookat(t, ... Point3(options.fieldSize.x/2, options.fieldSize.y/2, 0), ... Point3([0,0,1]'), options.monoK); cameraPoses{i} = camera.pose; end %% set up camera and get measurements if options.Mono % use Monocular Camera pts2dTracksMono = points2DTrackMonocular(options.monoK, cameraPoses, ... options.imageSize, cylinders); else % use Stereo Camera pts2dTracksStereo = points2DTrackStereo(options.stereoK, cameraPoses, ... options.imageSize, cylinders); end %% plot all the projected points %plotProjectedCylinderSamples(visiblePoints3, cameraPoses{1}, figID); % plot the 2D tracks % ToDo: plot the trajectories %plot3DTrajectory();