- Add vSLAMexample
- Add addPosePrior in visualSLAM.h - Don't know how to install/copy Data folderrelease/4.3a0
parent
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commit
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@ -4,7 +4,7 @@
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AC_PREREQ(2.59)
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AC_INIT(gtsam, 0.0.0, dellaert@cc.gatech.edu)
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AM_INIT_AUTOMAKE(gtsam, 0.0.0)
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AC_OUTPUT(Makefile CppUnitLite/Makefile base/Makefile inference/Makefile linear/Makefile geometry/Makefile nonlinear/Makefile slam/Makefile tests/Makefile wrap/Makefile examples/Makefile)
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AC_OUTPUT(Makefile CppUnitLite/Makefile base/Makefile inference/Makefile linear/Makefile geometry/Makefile nonlinear/Makefile slam/Makefile tests/Makefile wrap/Makefile examples/Makefile examples/vSLAMexample/Makefile)
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AC_CONFIG_MACRO_DIR([m4])
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AC_CONFIG_HEADER([config.h])
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AC_CONFIG_SRCDIR([CppUnitLite/Test.cpp])
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@ -15,7 +15,7 @@ noinst_PROGRAMS = SimpleRotation # Optimizes a single nonlinear rotation v
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noinst_PROGRAMS += PlanarSLAMExample # Solves SLAM example from tutorial by using planarSLAM
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noinst_PROGRAMS += Pose2SLAMExample # Solves SLAM example from tutorial by using planarSLAM
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noinst_PROGRAMS += PlanarSLAMSelfContained # Solves SLAM example from tutorial with all typedefs in the script
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SUBDIRS = vSLAMexample
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#----------------------------------------------------------------------------------------------------
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# rules to build local programs
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#----------------------------------------------------------------------------------------------------
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#include "Feature2D.h"
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#ifndef FEATURE2D_H
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#define FEATURE2D_H
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#include "gtsam/geometry/Point2.h"
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#include <iostream>
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class Feature2D
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{
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public:
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gtsam::Point2 m_p;
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int m_id; // id of the 3D landmark that it is associated with
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public:
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Feature2D(int id, gtsam::Point2 p):m_id(id), m_p(p) {};
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void print(const std::string& s = "") const
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{
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std::cout << s << std::endl;
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std::cout << "Id: " << m_id << std::endl;
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m_p.print();
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}
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};
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#endif // FEATURE2D_H
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#include "FeatureDetector.h"
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#include "landmarkUtils.h"
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#include <fstream>
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#include <stdio.h>
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using namespace cv;
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using namespace std;
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using namespace gtsam;
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FeatureDetector::FeatureDetector(const char* colorDescFile)
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{
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readLandMarkColors(colorDescFile, vColors_);
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}
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int FeatureDetector::findColorId(const RGBColor& color)
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{
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for (size_t i = 0; i<vColors_.size(); i++)
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if (vColors_[i] == color)
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return i;
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return -1;
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}
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std::vector<Feature2D> FeatureDetector::detect(const cv::Mat& image)
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{
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vFeatures_.clear();
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RGBColor BLACK(0,0,0);
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map<int, int> numPixels; // <colorId, numpixel found>
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for (int y = 0; y<image.rows; y++) {
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for (int x = 0; x<image.cols; x++)
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{
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if (image.at<RGBColor>(y,x) == BLACK)
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continue;
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RGBColor color = image.at<RGBColor>(y,x);
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int t = color[2]; color[2] = color[0]; color[0] = t;
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int colorId = findColorId(color);
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if (colorId == -1)
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continue;
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map<int, int>::iterator it = numPixels.find(colorId) ;
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if (it == numPixels.end())
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{
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numPixels[colorId] = 1;
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vFeatures_.push_back(Feature2D(colorId, Point2(x,y)));
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}
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else
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{
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size_t k = 0;
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for (; k<vFeatures_.size(); k++)
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if (vFeatures_[k].m_id == colorId)
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break;
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vFeatures_[k].m_p = (vFeatures_[k].m_p*numPixels[colorId] + Point2(x,y))/(numPixels[colorId]+1);
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numPixels[colorId]++;
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}
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}
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}
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return vFeatures_;
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}
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void FeatureDetector::write(const char* filename) const
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{
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ofstream file(filename);
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file << vFeatures_.size() << endl;
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for (size_t i = 0; i<vFeatures_.size(); i++)
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file << vFeatures_[i].m_id << " " << vFeatures_[i].m_p.x() << " " << vFeatures_[i].m_p.y() << endl;
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file.close();
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}
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std::vector<Feature2D>& FeatureDetector::read(const char* filename)
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{
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ifstream file(filename);
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int numFeatures;
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file >> numFeatures ;
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vFeatures_.clear();
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for (size_t i = 0; i < numFeatures; i++)
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{
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int id; double x, y;
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file >> id >> x >> y;
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vFeatures_.push_back(Feature2D(id, Point2(x, y)));
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}
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file.close();
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return vFeatures_;
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}
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#ifndef FEATUREDETECTOR_H
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#define FEATUREDETECTOR_H
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#include "Feature2D.h"
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#include <vector>
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#include "cv.h"
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#include "landmarkUtils.h"
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/**
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* A simple Feature Detector to detect color-coded features in the image.
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* A list of colors must be provided. Feature id is the id of its associated color.
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*/
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class FeatureDetector
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{
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private:
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std::vector<Feature2D> vFeatures_;
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public:
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std::vector<Feature2D>& read(const char* filename);
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};
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#endif // FEATUREDETECTOR_H
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#----------------------------------------------------------------------------------------------------
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# GTSAM Examples
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#----------------------------------------------------------------------------------------------------
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# use nostdinc to turn off -I. and -I.., we do not need them because
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# header files are qualified so they can be included in external projects.
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AUTOMAKE_OPTIONS = nostdinc
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headers =
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sources =
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check_PROGRAMS =
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# Examples
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noinst_PROGRAMS = vSLAMexample
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vSLAMexample_includedir = .
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vSLAMexample_SOURCES = vSLAMexample.cpp Feature2D.cpp landmarkUtils.cpp
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#----------------------------------------------------------------------------------------------------
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# rules to build local programs
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#----------------------------------------------------------------------------------------------------
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AM_LDFLAGS = $(BOOST_LDFLAGS)
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AM_CPPFLAGS = -I$(boost) -I$(SparseInc) -I$(top_srcdir)/..
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LDADD = ../../libgtsam.la
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AM_DEFAULT_SOURCE_EXT = .cpp
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# rule to run an executable
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%.run: % $(LDADD)
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./$^
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# rule to run executable with valgrind
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%.valgrind: % $(LDADD)
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valgrind ./$^
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#----------------------------------------------------------------------------------------------------
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# Makefile.in generated by automake 1.11.1 from Makefile.am.
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# @configure_input@
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# Copyright (C) 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002,
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# 2003, 2004, 2005, 2006, 2007, 2008, 2009 Free Software Foundation,
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# Inc.
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# This Makefile.in is free software; the Free Software Foundation
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# gives unlimited permission to copy and/or distribute it,
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# with or without modifications, as long as this notice is preserved.
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY, to the extent permitted by law; without
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# even the implied warranty of MERCHANTABILITY or FITNESS FOR A
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# PARTICULAR PURPOSE.
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@SET_MAKE@
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#----------------------------------------------------------------------------------------------------
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# GTSAM Examples
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#----------------------------------------------------------------------------------------------------
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VPATH = @srcdir@
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pkgdatadir = $(datadir)/@PACKAGE@
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pkgincludedir = $(includedir)/@PACKAGE@
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pkglibdir = $(libdir)/@PACKAGE@
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pkglibexecdir = $(libexecdir)/@PACKAGE@
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am__cd = CDPATH="$${ZSH_VERSION+.}$(PATH_SEPARATOR)" && cd
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install_sh_DATA = $(install_sh) -c -m 644
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install_sh_PROGRAM = $(install_sh) -c
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install_sh_SCRIPT = $(install_sh) -c
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INSTALL_HEADER = $(INSTALL_DATA)
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transform = $(program_transform_name)
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NORMAL_INSTALL = :
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PRE_INSTALL = :
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POST_INSTALL = :
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NORMAL_UNINSTALL = :
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PRE_UNINSTALL = :
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POST_UNINSTALL = :
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build_triplet = @build@
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host_triplet = @host@
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check_PROGRAMS =
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noinst_PROGRAMS = vSLAMexample$(EXEEXT)
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subdir = examples/vSLAMexample
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DIST_COMMON = $(srcdir)/Makefile.am $(srcdir)/Makefile.in
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ACLOCAL_M4 = $(top_srcdir)/aclocal.m4
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am__aclocal_m4_deps = $(top_srcdir)/m4/libtool.m4 \
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$(top_srcdir)/m4/ltoptions.m4 $(top_srcdir)/m4/ltsugar.m4 \
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$(top_srcdir)/m4/ltversion.m4 $(top_srcdir)/m4/lt~obsolete.m4 \
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$(top_srcdir)/configure.ac
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am__configure_deps = $(am__aclocal_m4_deps) $(CONFIGURE_DEPENDENCIES) \
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$(ACLOCAL_M4)
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mkinstalldirs = $(install_sh) -d
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CONFIG_HEADER = $(top_builddir)/config.h
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CONFIG_CLEAN_FILES =
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CONFIG_CLEAN_VPATH_FILES =
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PROGRAMS = $(noinst_PROGRAMS)
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am_vSLAMexample_OBJECTS = vSLAMexample.$(OBJEXT) Feature2D.$(OBJEXT) \
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landmarkUtils.$(OBJEXT)
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vSLAMexample_OBJECTS = $(am_vSLAMexample_OBJECTS)
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vSLAMexample_LDADD = $(LDADD)
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vSLAMexample_DEPENDENCIES = ../../libgtsam.la
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DEFAULT_INCLUDES =
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depcomp = $(SHELL) $(top_srcdir)/depcomp
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am__depfiles_maybe = depfiles
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am__mv = mv -f
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CXXCOMPILE = $(CXX) $(DEFS) $(DEFAULT_INCLUDES) $(INCLUDES) \
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$(AM_CPPFLAGS) $(CPPFLAGS) $(AM_CXXFLAGS) $(CXXFLAGS)
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LTCXXCOMPILE = $(LIBTOOL) --tag=CXX $(AM_LIBTOOLFLAGS) $(LIBTOOLFLAGS) \
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--mode=compile $(CXX) $(DEFS) $(DEFAULT_INCLUDES) $(INCLUDES) \
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$(AM_CPPFLAGS) $(CPPFLAGS) $(AM_CXXFLAGS) $(CXXFLAGS)
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CXXLD = $(CXX)
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CXXLINK = $(LIBTOOL) --tag=CXX $(AM_LIBTOOLFLAGS) $(LIBTOOLFLAGS) \
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--mode=link $(CXXLD) $(AM_CXXFLAGS) $(CXXFLAGS) $(AM_LDFLAGS) \
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$(LDFLAGS) -o $@
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SOURCES = $(vSLAMexample_SOURCES)
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DIST_SOURCES = $(vSLAMexample_SOURCES)
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ETAGS = etags
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CTAGS = ctags
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DISTFILES = $(DIST_COMMON) $(DIST_SOURCES) $(TEXINFOS) $(EXTRA_DIST)
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ACLOCAL = @ACLOCAL@
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AMTAR = @AMTAR@
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AR = @AR@
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AUTOCONF = @AUTOCONF@
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AUTOHEADER = @AUTOHEADER@
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AUTOMAKE = @AUTOMAKE@
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AWK = @AWK@
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CC = @CC@
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CCDEPMODE = @CCDEPMODE@
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CFLAGS = @CFLAGS@
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CPP = @CPP@
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CPPFLAGS = @CPPFLAGS@
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CXX = @CXX@
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CXXCPP = @CXXCPP@
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CXXDEPMODE = @CXXDEPMODE@
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CXXFLAGS = @CXXFLAGS@
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CYGPATH_W = @CYGPATH_W@
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DEFS = @DEFS@
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DEPDIR = @DEPDIR@
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DSYMUTIL = @DSYMUTIL@
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DUMPBIN = @DUMPBIN@
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ECHO_C = @ECHO_C@
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ECHO_N = @ECHO_N@
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ECHO_T = @ECHO_T@
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EGREP = @EGREP@
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EXEEXT = @EXEEXT@
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FGREP = @FGREP@
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GREP = @GREP@
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INSTALL = @INSTALL@
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INSTALL_DATA = @INSTALL_DATA@
|
||||
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||||
# use nostdinc to turn off -I. and -I.., we do not need them because
|
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# header files are qualified so they can be included in external projects.
|
||||
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|
||||
headers =
|
||||
sources =
|
||||
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|
||||
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|
||||
#vSLAMexample_DATA = Data/calib.txt
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||||
#----------------------------------------------------------------------------------------------------
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|
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done | \
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$(AWK) '{ files[$$0] = 1; nonempty = 1; } \
|
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END { if (nonempty) { for (i in files) print i; }; }'`; \
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mkid -fID $$unique
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tags: TAGS
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set x; \
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|
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ctags: CTAGS
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CTAGS: $(HEADERS) $(SOURCES) $(TAGS_DEPENDENCIES) \
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$(TAGS_FILES) $(LISP)
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list='$(SOURCES) $(HEADERS) $(LISP) $(TAGS_FILES)'; \
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unique=`for i in $$list; do \
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if test -f "$$i"; then echo $$i; else echo $(srcdir)/$$i; fi; \
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$(AWK) '{ files[$$0] = 1; nonempty = 1; } \
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-rm -f TAGS ID GTAGS GRTAGS GSYMS GPATH tags
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distdir: $(DISTFILES)
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sed -e "s|^$$srcdirstrip/||;t" \
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*/*) $(MKDIR_P) `echo "$$dist_files" | \
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sed '/\//!d;s|^|$(distdir)/|;s,/[^/]*$$,,' | \
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if test -d $(srcdir)/$$file && test $$d != $(srcdir); then \
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cp -fpR $(srcdir)/$$file "$(distdir)$$dir" || exit 1; \
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find "$(distdir)/$$file" -type d ! -perm -700 -exec chmod u+rwx {} \;; \
|
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fi; \
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cp -fpR $$d/$$file "$(distdir)$$dir" || exit 1; \
|
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else \
|
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test -f "$(distdir)/$$file" \
|
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|| cp -p $$d/$$file "$(distdir)/$$file" \
|
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|| exit 1; \
|
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fi; \
|
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done
|
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check-am: all-am
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$(MAKE) $(AM_MAKEFLAGS) $(check_PROGRAMS)
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check: check-am
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all-am: Makefile $(PROGRAMS)
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installdirs:
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install: install-am
|
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install-exec: install-exec-am
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install-data: install-data-am
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uninstall: uninstall-am
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install-am: all-am
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@$(MAKE) $(AM_MAKEFLAGS) install-exec-am install-data-am
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installcheck: installcheck-am
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install-strip:
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$(MAKE) $(AM_MAKEFLAGS) INSTALL_PROGRAM="$(INSTALL_STRIP_PROGRAM)" \
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install_sh_PROGRAM="$(INSTALL_STRIP_PROGRAM)" INSTALL_STRIP_FLAG=-s \
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`test -z '$(STRIP)' || \
|
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echo "INSTALL_PROGRAM_ENV=STRIPPROG='$(STRIP)'"` install
|
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mostlyclean-generic:
|
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|
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clean-generic:
|
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|
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distclean-generic:
|
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-test -z "$(CONFIG_CLEAN_FILES)" || rm -f $(CONFIG_CLEAN_FILES)
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-test . = "$(srcdir)" || test -z "$(CONFIG_CLEAN_VPATH_FILES)" || rm -f $(CONFIG_CLEAN_VPATH_FILES)
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|
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maintainer-clean-generic:
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@echo "This command is intended for maintainers to use"
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@echo "it deletes files that may require special tools to rebuild."
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clean: clean-am
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|
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clean-am: clean-checkPROGRAMS clean-generic clean-libtool \
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clean-noinstPROGRAMS mostlyclean-am
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distclean: distclean-am
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-rm -rf ./$(DEPDIR)
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-rm -f Makefile
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distclean-tags
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dvi: dvi-am
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|
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dvi-am:
|
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|
||||
html: html-am
|
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|
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html-am:
|
||||
|
||||
info: info-am
|
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|
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info-am:
|
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|
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install-data-am:
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install-dvi: install-dvi-am
|
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install-dvi-am:
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install-exec-am:
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install-html: install-html-am
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|
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install-html-am:
|
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install-info: install-info-am
|
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|
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install-info-am:
|
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|
||||
install-man:
|
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|
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install-pdf: install-pdf-am
|
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|
||||
install-pdf-am:
|
||||
|
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install-ps: install-ps-am
|
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|
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install-ps-am:
|
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|
||||
installcheck-am:
|
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|
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maintainer-clean: maintainer-clean-am
|
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-rm -rf ./$(DEPDIR)
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-rm -f Makefile
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maintainer-clean-am: distclean-am maintainer-clean-generic
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mostlyclean: mostlyclean-am
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mostlyclean-am: mostlyclean-compile mostlyclean-generic \
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mostlyclean-libtool
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pdf: pdf-am
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pdf-am:
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|
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ps: ps-am
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ps-am:
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uninstall-am:
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.MAKE: check-am install-am install-strip
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.PHONY: CTAGS GTAGS all all-am check check-am clean \
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clean-checkPROGRAMS clean-generic clean-libtool \
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clean-noinstPROGRAMS ctags distclean distclean-compile \
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distclean-generic distclean-libtool distclean-tags distdir dvi \
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dvi-am html html-am info info-am install install-am \
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install-data install-data-am install-dvi install-dvi-am \
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install-exec install-exec-am install-html install-html-am \
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install-info install-info-am install-man install-pdf \
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install-pdf-am install-ps install-ps-am install-strip \
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installcheck installcheck-am installdirs maintainer-clean \
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maintainer-clean-generic mostlyclean mostlyclean-compile \
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mostlyclean-generic mostlyclean-libtool pdf pdf-am ps ps-am \
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tags uninstall uninstall-am
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|
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# rule to run an executable
|
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%.run: % $(LDADD)
|
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./$^
|
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|
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# rule to run executable with valgrind
|
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%.valgrind: % $(LDADD)
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valgrind ./$^
|
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#----------------------------------------------------------------------------------------------------
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|
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# Tell versions [3.59,3.63) of GNU make to not export all variables.
|
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# Otherwise a system limit (for SysV at least) may be exceeded.
|
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.NOEXPORT:
|
|
@ -0,0 +1,123 @@
|
|||
#include "landmarkUtils.h"
|
||||
#include <fstream>
|
||||
#include <cstdio>
|
||||
|
||||
using namespace gtsam;
|
||||
using namespace std;
|
||||
|
||||
/* ************************************************************************* */
|
||||
bool readLandMarks(const char* landmarkFile, std::map<int, Point3>& landmarks)
|
||||
{
|
||||
ifstream file(landmarkFile);
|
||||
if (!file) {
|
||||
cout << "Cannot read landmark file: " << landmarkFile << endl;
|
||||
exit(0);
|
||||
}
|
||||
|
||||
int num;
|
||||
file >> num;
|
||||
landmarks.clear();
|
||||
for (int i = 0; i<num; i++)
|
||||
{
|
||||
int color_id;
|
||||
float x, y, z;
|
||||
file >> color_id >> x >> y >> z;
|
||||
landmarks[color_id] = Point3(x, y, z);
|
||||
}
|
||||
|
||||
file.close();
|
||||
return true;
|
||||
}
|
||||
|
||||
/* ************************************************************************* */
|
||||
/**
|
||||
* Read pose from file, output by Panda3D.
|
||||
* Warning: row major!!!
|
||||
*/
|
||||
gtsam::Pose3 readPose(const char* Fn)
|
||||
{
|
||||
ifstream poseFile(Fn);
|
||||
if (!poseFile)
|
||||
{
|
||||
cout << "Cannot read pose file: " << Fn << endl;
|
||||
exit(0);
|
||||
}
|
||||
|
||||
double v[16];
|
||||
for (int i = 0; i<16; i++)
|
||||
poseFile >> v[i];
|
||||
poseFile.close();
|
||||
|
||||
// Because panda3d's camera is z-up, y-view,
|
||||
// we swap z and y to have y-up, z-view, then negate z to stick with the right-hand rule
|
||||
//... similar to OpenGL's camera
|
||||
for (int i = 0; i<3; i++)
|
||||
{
|
||||
float t = v[4+i];
|
||||
v[4+i] = v[8+i];
|
||||
v[8+i] = -t;
|
||||
}
|
||||
|
||||
::Vector vec = Vector_(16, v);
|
||||
|
||||
Matrix T = Matrix_(4,4, vec); // column order !!!
|
||||
|
||||
Pose3 pose(T);
|
||||
return pose;
|
||||
}
|
||||
/* ************************************************************************* */
|
||||
gtsam::Pose3 readPose(const char* poseFn_pre, const char* poseFn_suf, int poseId)
|
||||
{
|
||||
char poseFn[128];
|
||||
sprintf(poseFn, "%s%d%s", poseFn_pre, poseId, poseFn_suf);
|
||||
return readPose(poseFn);
|
||||
}
|
||||
|
||||
/* ************************************************************************* */
|
||||
gtsam::Cal3_S2 readCalibData(const char* calibFn)
|
||||
{
|
||||
ifstream calibFile(calibFn);
|
||||
if (!calibFile)
|
||||
{
|
||||
cout << "Cannot read calib file: " << calibFn << endl;
|
||||
exit(0);
|
||||
}
|
||||
int imX, imY;
|
||||
float fx, fy, ox, oy;
|
||||
calibFile >> imX >> imY >> fx >> fy >> ox >> oy;
|
||||
calibFile.close();
|
||||
|
||||
Cal3_S2 K(fx, fy, 0, ox, oy); // skew factor = 0
|
||||
return K;
|
||||
}
|
||||
/* ************************************************************************* */
|
||||
std::vector<Feature2D> readFeatures(const char* filename)
|
||||
{
|
||||
ifstream file(filename);
|
||||
if (!file)
|
||||
{
|
||||
cout << "Cannot read feature file: " << filename<< endl;
|
||||
exit(0);
|
||||
}
|
||||
|
||||
int numFeatures;
|
||||
file >> numFeatures ;
|
||||
|
||||
std::vector<Feature2D> vFeatures_;
|
||||
for (size_t i = 0; i < numFeatures; i++)
|
||||
{
|
||||
int id; double x, y;
|
||||
file >> id >> x >> y;
|
||||
vFeatures_.push_back(Feature2D(id, Point2(x, y)));
|
||||
}
|
||||
|
||||
file.close();
|
||||
return vFeatures_;
|
||||
}
|
||||
/* ************************************************************************* */
|
||||
std::vector<Feature2D> readFeatures(const char* featFn_pre, const char* featFn_suf, int imageId)
|
||||
{
|
||||
char featFn[128];
|
||||
sprintf(featFn, "%s%d%s", featFn_pre, imageId, featFn_suf);
|
||||
return readFeatures(featFn);
|
||||
}
|
|
@ -0,0 +1,23 @@
|
|||
#ifndef LANDMARKUTILS_H
|
||||
#define LANDMARKUTILS_H
|
||||
|
||||
#include <map>
|
||||
#include <vector>
|
||||
#include "Feature2D.h"
|
||||
#include "gtsam/geometry/Pose3.h"
|
||||
#include "gtsam/geometry/Point3.h"
|
||||
#include "gtsam/geometry/Cal3_S2.h"
|
||||
|
||||
|
||||
bool readLandMarks(const char* landmarkFile, std::map<int, gtsam::Point3>& landmarks);
|
||||
|
||||
gtsam::Pose3 readPose(const char* poseFn);
|
||||
gtsam::Pose3 readPose(const char* poseFn_pre, const char* poseFn_suf, int poseId);
|
||||
|
||||
gtsam::Cal3_S2 readCalibData(const char* calibFn);
|
||||
|
||||
std::vector<Feature2D> readFeatures(const char* filename);
|
||||
std::vector<Feature2D> readFeatures(const char* featFn_pre, const char* featFn_suf, int imageId);
|
||||
|
||||
|
||||
#endif // LANDMARKUTILS_H
|
|
@ -0,0 +1,136 @@
|
|||
/**
|
||||
* @file vSLAMexample.cpp
|
||||
* @brief An vSLAM example for synthesis sequence
|
||||
* single camera
|
||||
* @author Duy-Nguyen
|
||||
*/
|
||||
|
||||
#include <gtsam/CppUnitLite/TestHarness.h>
|
||||
#include <boost/shared_ptr.hpp>
|
||||
using namespace boost;
|
||||
|
||||
#define GTSAM_MAGIC_KEY
|
||||
|
||||
#include <gtsam/nonlinear/NonlinearFactorGraph-inl.h>
|
||||
#include <gtsam/nonlinear/NonlinearOptimizer-inl.h>
|
||||
#include <gtsam/inference/graph-inl.h>
|
||||
#include <gtsam/slam/visualSLAM.h>
|
||||
#include <gtsam/slam/PriorFactor.h>
|
||||
|
||||
#include "landmarkUtils.h"
|
||||
#include "Feature2D.h"
|
||||
|
||||
using namespace std;
|
||||
using namespace gtsam;
|
||||
using namespace gtsam::visualSLAM;
|
||||
using namespace boost;
|
||||
typedef NonlinearOptimizer<Graph,Values> Optimizer;
|
||||
|
||||
/* ************************************************************************* */
|
||||
#define CALIB_FILE "Data/calib.txt"
|
||||
#define LANDMARKS_FILE "Data/landmarks.txt"
|
||||
|
||||
#define POSEFN_PREFIX "Data/ttpy"
|
||||
#define POSEFN_SUFFIX ".pose"
|
||||
#define FEATFN_PREFIX "Data/ttpy"
|
||||
#define FEATFN_SUFFIX ".feat"
|
||||
|
||||
#define NUM_IMAGES 10
|
||||
const int ImageIds[NUM_IMAGES] = {10,20,30,40,50,60,70,80,90,100};
|
||||
|
||||
// Store groundtruth values
|
||||
map<int, Point3> g_landmarks;
|
||||
vector<Pose3> g_poses;
|
||||
|
||||
/* ************************************************************************* */
|
||||
/**
|
||||
* Setup vSLAM graph
|
||||
* by adding and associating 2D features (measurements) detected in each image
|
||||
* with their corresponding landmarks.
|
||||
*/
|
||||
Graph setupGraph()
|
||||
{
|
||||
Graph g;
|
||||
shared_ptrK sK(new Cal3_S2(readCalibData(CALIB_FILE)));
|
||||
sK->print("Calibration: ");
|
||||
SharedGaussian sigma(noiseModel::Isotropic::Sigma(2,5.0f));
|
||||
|
||||
for (size_t i= 0; i<NUM_IMAGES; i++)
|
||||
{
|
||||
std::vector<Feature2D> features = readFeatures(FEATFN_PREFIX, FEATFN_SUFFIX, ImageIds[i]);
|
||||
for (size_t j = 0; j<features.size(); j++)
|
||||
g.addMeasurement(features[j].m_p, sigma, i, features[j].m_id, sK);
|
||||
}
|
||||
|
||||
return g;
|
||||
}
|
||||
|
||||
/* ************************************************************************* */
|
||||
/**
|
||||
* Read initial values.
|
||||
* Note: These are ground-truth values, but we just use them as initial estimates.
|
||||
*/
|
||||
Values initializeValues()
|
||||
{
|
||||
Values initValues;
|
||||
|
||||
// Initialize landmarks 3D positions.
|
||||
for (map<int, Point3>::iterator lmit = g_landmarks.begin(); lmit != g_landmarks.end(); lmit++)
|
||||
initValues.insert( lmit->first, lmit->second );
|
||||
|
||||
// Initialize camera poses.
|
||||
for (int i = 0; i<NUM_IMAGES; i++)
|
||||
initValues.insert(i, g_poses[i]);
|
||||
|
||||
return initValues;
|
||||
}
|
||||
|
||||
/* ************************************************************************* */
|
||||
int main()
|
||||
{
|
||||
shared_ptr<Graph> graph(new Graph(setupGraph()));
|
||||
|
||||
// Read groundtruth landmarks' positions and poses. These will also be used later as intial estimates.
|
||||
readLandMarks(LANDMARKS_FILE, g_landmarks);
|
||||
for (int i = 0; i<NUM_IMAGES; i++)
|
||||
{
|
||||
Pose3 pose = readPose(POSEFN_PREFIX, POSEFN_SUFFIX, ImageIds[i]) ;
|
||||
g_poses.push_back( pose );
|
||||
}
|
||||
|
||||
// Create an initial Values structure using groundtruth as the initial estimates
|
||||
boost::shared_ptr<Values> initialValues(new Values(initializeValues()));
|
||||
|
||||
// Add hard constraint on the first pose, used as fixed prior.
|
||||
graph->addPoseConstraint(0, g_poses[0]);
|
||||
|
||||
// Create an ordering of the variables
|
||||
shared_ptr<Ordering> ordering(new Ordering);
|
||||
char name[4];
|
||||
for (size_t i = 0; i<g_landmarks.size(); i++)
|
||||
{
|
||||
sprintf(name, "l%d", i); // "li"
|
||||
*ordering += name;
|
||||
}
|
||||
|
||||
for (size_t i = 0; i<NUM_IMAGES; i++)
|
||||
{
|
||||
sprintf(name, "x%d", i); // "xj"
|
||||
*ordering += name;
|
||||
}
|
||||
|
||||
// Create an optimizer and check its error
|
||||
// We expect the initial to be zero because Values is the ground truth
|
||||
Optimizer::shared_solver solver(new Optimizer::solver(ordering));
|
||||
Optimizer optimizer(graph, initialValues, solver);
|
||||
cout << "Initial error: " << optimizer.error() << endl;
|
||||
optimizer.config()->print("Initial estimates: ");
|
||||
|
||||
// Optimize the graph.
|
||||
Optimizer::verbosityLevel verborsity = Optimizer::ERROR;
|
||||
Optimizer optimResult = optimizer.levenbergMarquardt(1e-5, 1e-5, verborsity);
|
||||
optimResult.config()->print("After optimization: ");
|
||||
|
||||
}
|
||||
/* ************************************************************************* */
|
||||
|
|
@ -1,4 +1,4 @@
|
|||
../configure --prefix=$HOME/borg --with-toolbox=$HOME/toolbox/ --with-boost=/opt/local/include/ --with-sparse-inc=$HOME/include/SuiteSparse --with-sparse-lib=$HOME/lib/SuiteSparse CPP="/opt/local/bin/cpp-mp-4.5" CC="/opt/local/bin/gcc-mp-4.5" CXX="/usr/local/bin/gfilt" CPPFLAGS="-fno-inline -g -Wall -D_GLIBCXX_DEBUG" LDFLAGS="-fno-inline -g -Wall" --disable-static --enable-blas --enable-lapack --disable-fast-install
|
||||
../configure --prefix=$HOME/workspace/gtsam2 --with-toolbox=$HOME/workspace/gtsam2/toolbox/ --with-boost=/opt/local/include/ CPP="/opt/local/bin/cpp-mp-4.5" CC="/opt/local/bin/gcc-mp-4.5" CXX="/usr/local/bin/gfilt" CPPFLAGS="-fno-inline -g -Wall -D_GLIBCXX_DEBUG" LDFLAGS="-fno-inline -g -Wall" --disable-static --enable-blas --enable-lapack --disable-fast-install
|
||||
#../configure --prefix=$HOME/borg-simplelinear --with-toolbox=$HOME/toolbox/ --with-boost=/opt/local/include/ CPP="/opt/local/bin/cpp-mp-4.5" CC="/opt/local/bin/gcc-mp-4.5" CXX="/usr/local/bin/gfilt" CXXFLAGS="-fno-inline -g -Wall -D_GLIBCXX_DEBUG -DNDEBUG" CFLAGS="-fno-inline -g -Wall -D_GLIBCXX_DEBUG -DNDEBUG" LDFLAGS="-fno-inline -g -Wall" --disable-static --enable-blas --enable-lapack --disable-fast-install
|
||||
#cd build && ../configure --prefix=$HOME/borg-simplelinear --with-toolbox=$HOME/toolbox/ --with-boost=/opt/local/include/ CXXFLAGS="-fno-inline -g -DNDEBUG -O3" CFLAGS="-fno-inline -g -DNDEBUG -O3" LDFLAGS="-fno-inline -g -DNDEBUG -O3" --disable-static --enable-blas --enable-lapack
|
||||
#cd build && ../configure --prefix=$HOME/borg-simplelinear --with-toolbox=$HOME/toolbox/ --with-boost=/opt/local/include/ CXXFLAGS="-DNDEBUG -O3" CFLAGS="-g -DNDEBUG -O3" LDFLAGS="-DNDEBUG -O3" --disable-static --enable-blas --enable-lapack
|
||||
|
|
|
@ -27,6 +27,7 @@
|
|||
#include <gtsam/nonlinear/NonlinearFactorGraph.h>
|
||||
#include <gtsam/nonlinear/TupleValues.h>
|
||||
#include <gtsam/nonlinear/NonlinearEquality.h>
|
||||
#include <gtsam/slam/PriorFactor.h>
|
||||
|
||||
namespace gtsam { namespace visualSLAM {
|
||||
|
||||
|
@ -42,6 +43,8 @@ namespace gtsam { namespace visualSLAM {
|
|||
|
||||
typedef NonlinearEquality<Values, PoseKey> PoseConstraint;
|
||||
typedef NonlinearEquality<Values, PointKey> PointConstraint;
|
||||
typedef PriorFactor<Values, PoseKey> PosePrior;
|
||||
|
||||
|
||||
|
||||
/**
|
||||
|
@ -182,6 +185,18 @@ namespace gtsam { namespace visualSLAM {
|
|||
push_back(factor);
|
||||
}
|
||||
|
||||
/**
|
||||
* Add a prior on a pose
|
||||
* @param j index of camera
|
||||
* @param p to which pose to constrain it to
|
||||
* @param model uncertainty model of this prior
|
||||
*/
|
||||
void addPosePrior(int j, const Pose3& p = Pose3(), const SharedGaussian& model = noiseModel::Unit::Create(1)) {
|
||||
boost::shared_ptr<PosePrior> factor(new PosePrior(j, p, model));
|
||||
push_back(factor);
|
||||
}
|
||||
|
||||
|
||||
}; // Graph
|
||||
|
||||
} } // namespaces
|
||||
|
|
Loading…
Reference in New Issue