Commit 7c08b2f7 authored by S. Garrido's avatar S. Garrido

Added aruco module

parent e18103e2
set(the_description "ArUco Marker Detection")
ocv_define_module(aruco opencv_core opencv_imgproc opencv_calib3d WRAP python)
ArUco Marker Detection
======================
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/*
By downloading, copying, installing or using the software you agree to this
license. If you do not agree to this license, do not download, install,
copy or use the software.
License Agreement
For Open Source Computer Vision Library
(3-clause BSD License)
Copyright (C) 2013, OpenCV Foundation, all rights reserved.
Third party copyrights are property of their respective owners.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the names of the copyright holders nor the names of the contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
This software is provided by the copyright holders and contributors "as is" and
any express or implied warranties, including, but not limited to, the implied
warranties of merchantability and fitness for a particular purpose are
disclaimed. In no event shall copyright holders or contributors be liable for
any direct, indirect, incidental, special, exemplary, or consequential damages
(including, but not limited to, procurement of substitute goods or services;
loss of use, data, or profits; or business interruption) however caused
and on any theory of liability, whether in contract, strict liability,
or tort (including negligence or otherwise) arising in any way out of
the use of this software, even if advised of the possibility of such damage.
*/
#ifndef __OPENCV_DICTIONARY_HPP__
#define __OPENCV_DICTIONARY_HPP__
#include <opencv2/core.hpp>
namespace cv {
namespace aruco {
//! @addtogroup aruco
//! @{
/**
* @brief Dictionary/Set of markers. It contains the inner codification
*
*/
class CV_EXPORTS Dictionary {
public:
Mat bytesList; // marker code information
int markerSize; // number of bits per dimension
int maxCorrectionBits; // maximum number of bits that can be corrected
/**
*/
Dictionary(const unsigned char *bytes = 0, int _markerSize = 0, int dictsize = 0,
int _maxcorr = 0);
/**
* @brief Given a matrix of bits. Returns whether if marker is identified or not.
* It returns by reference the correct id (if any) and the correct rotation
*/
bool identify(const Mat &onlyBits, int &idx, int &rotation, double maxCorrectionRate) const;
/**
* @brief Returns the distance of the input bits to the specific id. If allRotations is true,
* the four posible bits rotation are considered
*/
int getDistanceToId(InputArray bits, int id, bool allRotations = true) const;
/**
* @brief Draw a canonical marker image
*/
void drawMarker(int id, int sidePixels, OutputArray _img, int borderBits = 1) const;
/**
* @brief Transform matrix of bits to list of bytes in the 4 rotations
*/
static Mat getByteListFromBits(const Mat &bits);
/**
* @brief Transform list of bytes to matrix of bits
*/
static Mat getBitsFromByteList(const Mat &byteList, int markerSize);
};
/**
* @brief Predefined markers dictionaries/sets
* Each dictionary indicates the number of bits and the number of markers contained
* - DICT_ARUCO: standard ArUco Library Markers. 1024 markers, 5x5 bits, 0 minimum distance
*/
enum PREDEFINED_DICTIONARY_NAME {
DICT_4X4_50 = 0,
DICT_4X4_100,
DICT_4X4_250,
DICT_4X4_1000,
DICT_5X5_50,
DICT_5X5_100,
DICT_5X5_250,
DICT_5X5_1000,
DICT_6X6_50,
DICT_6X6_100,
DICT_6X6_250,
DICT_6X6_1000,
DICT_7X7_50,
DICT_7X7_100,
DICT_7X7_250,
DICT_7X7_1000,
DICT_ARUCO_ORIGINAL
};
/**
* @brief Returns one of the predefined dictionaries defined in PREDEFINED_DICTIONARY_NAME
*/
CV_EXPORTS const Dictionary &getPredefinedDictionary(PREDEFINED_DICTIONARY_NAME name);
/**
* @brief Generates a new customizable marker dictionary
*
* @param nMarkers number of markers in the dictionary
* @param markerSize number of bits per dimension of each markers
* @param baseDictionary Include the markers in this dictionary at the beginning (optional)
*
* This function creates a new dictionary composed by nMarkers markers and each markers composed
* by markerSize x markerSize bits. If baseDictionary is provided, its markers are directly
* included and the rest are generated based on them. If the size of baseDictionary is higher
* than nMarkers, only the first nMarkers in baseDictionary are taken and no new marker is added.
*/
CV_EXPORTS Dictionary generateCustomDictionary(int nMarkers, int markerSize,
const Dictionary &baseDictionary = Dictionary());
//! @}
}
}
#endif
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/*
By downloading, copying, installing or using the software you agree to this
license. If you do not agree to this license, do not download, install,
copy or use the software.
License Agreement
For Open Source Computer Vision Library
(3-clause BSD License)
Copyright (C) 2013, OpenCV Foundation, all rights reserved.
Third party copyrights are property of their respective owners.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the names of the copyright holders nor the names of the contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
This software is provided by the copyright holders and contributors "as is" and
any express or implied warranties, including, but not limited to, the implied
warranties of merchantability and fitness for a particular purpose are
disclaimed. In no event shall copyright holders or contributors be liable for
any direct, indirect, incidental, special, exemplary, or consequential damages
(including, but not limited to, procurement of substitute goods or services;
loss of use, data, or profits; or business interruption) however caused
and on any theory of liability, whether in contract, strict liability,
or tort (including negligence or otherwise) arising in any way out of
the use of this software, even if advised of the possibility of such damage.
*/
#include <opencv2/highgui.hpp>
#include <opencv2/aruco.hpp>
#include <iostream>
using namespace std;
using namespace cv;
/**
*/
static void help() {
cout << "Create an ArUco grid board image" << endl;
cout << "Parameters: " << endl;
cout << "-o <image> # Output image" << endl;
cout << "-w <nmarkers> # Number of markers in X direction" << endl;
cout << "-h <nmarkers> # Number of markers in Y direction" << endl;
cout << "-l <markerLength> # Marker side lenght (in pixels)" << endl;
cout << "-s <markerSeparation> # Separation between two consecutive"
<< "markers in the grid (in pixels)" << endl;
cout << "-d <dictionary> # DICT_4X4_50=0, DICT_4X4_100=1, DICT_4X4_250=2, "
<< "DICT_4X4_1000=3, DICT_5X5_50=4, DICT_5X5_100=5, DICT_5X5_250=6, DICT_5X5_1000=7, "
<< "DICT_6X6_50=8, DICT_6X6_100=9, DICT_6X6_250=10, DICT_6X6_1000=11, DICT_7X7_50=12,"
<< "DICT_7X7_100=13, DICT_7X7_250=14, DICT_7X7_1000=15, DICT_ARUCO_ORIGINAL = 16" << endl;
cout << "[-m <marginSize>] # Margins size (in pixels)"
<< "Default is marker separation" << endl;
cout << "[-bb <int>] # Number of bits in marker borders. Default is 1" << endl;
cout << "[-si] # show generated image" << endl;
}
/**
*/
static bool isParam(string param, int argc, char **argv) {
for(int i = 0; i < argc; i++)
if(string(argv[i]) == param) return true;
return false;
}
/**
*/
static string getParam(string param, int argc, char **argv, string defvalue = "") {
int idx = -1;
for(int i = 0; i < argc && idx == -1; i++)
if(string(argv[i]) == param) idx = i;
if(idx == -1 || (idx + 1) >= argc)
return defvalue;
else
return argv[idx + 1];
}
/**
*/
int main(int argc, char *argv[]) {
if(!isParam("-w", argc, argv) || !isParam("-h", argc, argv) || !isParam("-l", argc, argv) ||
!isParam("-s", argc, argv) || !isParam("-d", argc, argv) || !isParam("-o", argc, argv)) {
help();
return 0;
}
int markersX = atoi(getParam("-w", argc, argv).c_str());
int markersY = atoi(getParam("-h", argc, argv).c_str());
int markerLength = atoi(getParam("-l", argc, argv).c_str());
int markerSeparation = atoi(getParam("-s", argc, argv).c_str());
int dictionaryId = atoi(getParam("-d", argc, argv).c_str());
aruco::Dictionary dictionary =
aruco::getPredefinedDictionary(aruco::PREDEFINED_DICTIONARY_NAME(dictionaryId));
int margins = markerSeparation;
if(isParam("-m", argc, argv)) {
margins = atoi(getParam("-m", argc, argv).c_str());
}
int borderBits = 1;
if(isParam("-bb", argc, argv)) {
borderBits = atoi(getParam("-bb", argc, argv).c_str());
}
bool showImage = false;
if(isParam("-si", argc, argv)) showImage = true;
Size imageSize;
imageSize.width = markersX * (markerLength + markerSeparation) - markerSeparation + 2 * margins;
imageSize.height =
markersY * (markerLength + markerSeparation) - markerSeparation + 2 * margins;
aruco::GridBoard board = aruco::GridBoard::create(markersX, markersY, float(markerLength),
float(markerSeparation), dictionary);
// show created board
Mat boardImage;
board.draw(imageSize, boardImage, margins, borderBits);
if(showImage) {
imshow("board", boardImage);
waitKey(0);
}
imwrite(getParam("-o", argc, argv), boardImage);
return 0;
}
/*
By downloading, copying, installing or using the software you agree to this
license. If you do not agree to this license, do not download, install,
copy or use the software.
License Agreement
For Open Source Computer Vision Library
(3-clause BSD License)
Copyright (C) 2013, OpenCV Foundation, all rights reserved.
Third party copyrights are property of their respective owners.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the names of the copyright holders nor the names of the contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
This software is provided by the copyright holders and contributors "as is" and
any express or implied warranties, including, but not limited to, the implied
warranties of merchantability and fitness for a particular purpose are
disclaimed. In no event shall copyright holders or contributors be liable for
any direct, indirect, incidental, special, exemplary, or consequential damages
(including, but not limited to, procurement of substitute goods or services;
loss of use, data, or profits; or business interruption) however caused
and on any theory of liability, whether in contract, strict liability,
or tort (including negligence or otherwise) arising in any way out of
the use of this software, even if advised of the possibility of such damage.
*/
#include <opencv2/highgui.hpp>
#include <opencv2/aruco/charuco.hpp>
#include <iostream>
using namespace std;
using namespace cv;
/**
*/
static void help() {
cout << "Create a ChArUco board image" << endl;
cout << "Parameters: " << endl;
cout << "-o <image> # Output image" << endl;
cout << "-w <nsquares> # Number of squares in X direction" << endl;
cout << "-h <nsquares> # Number of squares in Y direction" << endl;
cout << "-sl <squareLength> # Square side lenght (in pixels)" << endl;
cout << "-ml <markerLength> # Marker side lenght (in pixels)" << endl;
cout << "-d <dictionary> # DICT_4X4_50=0, DICT_4X4_100=1, DICT_4X4_250=2, "
<< "DICT_4X4_1000=3, DICT_5X5_50=4, DICT_5X5_100=5, DICT_5X5_250=6, DICT_5X5_1000=7, "
<< "DICT_6X6_50=8, DICT_6X6_100=9, DICT_6X6_250=10, DICT_6X6_1000=11, DICT_7X7_50=12,"
<< "DICT_7X7_100=13, DICT_7X7_250=14, DICT_7X7_1000=15, DICT_ARUCO_ORIGINAL = 16" << endl;
cout << "[-m <marginSize>] # Margins size (in pixels)"
<< "Default is (squareLength-markerLength)" << endl;
cout << "[-bb <int>] # Number of bits in marker borders. Default is 1" << endl;
cout << "[-si] # show generated image" << endl;
}
/**
*/
static bool isParam(string param, int argc, char **argv) {
for(int i = 0; i < argc; i++)
if(string(argv[i]) == param) return true;
return false;
}
/**
*/
static string getParam(string param, int argc, char **argv, string defvalue = "") {
int idx = -1;
for(int i = 0; i < argc && idx == -1; i++)
if(string(argv[i]) == param) idx = i;
if(idx == -1 || (idx + 1) >= argc)
return defvalue;
else
return argv[idx + 1];
}
/**
*/
int main(int argc, char *argv[]) {
if(!isParam("-w", argc, argv) || !isParam("-h", argc, argv) || !isParam("-sl", argc, argv) ||
!isParam("-ml", argc, argv) || !isParam("-d", argc, argv) || !isParam("-o", argc, argv)) {
help();
return 0;
}
int squaresX = atoi(getParam("-w", argc, argv).c_str());
int squaresY = atoi(getParam("-h", argc, argv).c_str());
int squareLength = atoi(getParam("-sl", argc, argv).c_str());
int markerLength = atoi(getParam("-ml", argc, argv).c_str());
int dictionaryId = atoi(getParam("-d", argc, argv).c_str());
aruco::Dictionary dictionary =
aruco::getPredefinedDictionary(aruco::PREDEFINED_DICTIONARY_NAME(dictionaryId));
int margins = squareLength - markerLength;
if(isParam("-m", argc, argv)) {
margins = atoi(getParam("-m", argc, argv).c_str());
}
int borderBits = 1;
if(isParam("-bb", argc, argv)) {
borderBits = atoi(getParam("-bb", argc, argv).c_str());
}
bool showImage = false;
if(isParam("-si", argc, argv)) showImage = true;
Size imageSize;
imageSize.width = squaresX * squareLength + 2 * margins;
imageSize.height = squaresY * squareLength + 2 * margins;
aruco::CharucoBoard board = aruco::CharucoBoard::create(squaresX, squaresY, (float)squareLength,
(float)markerLength, dictionary);
// show created board
Mat boardImage;
board.draw(imageSize, boardImage, margins, borderBits);
if(showImage) {
imshow("board", boardImage);
waitKey(0);
}
imwrite(getParam("-o", argc, argv), boardImage);
return 0;
}
/*
By downloading, copying, installing or using the software you agree to this
license. If you do not agree to this license, do not download, install,
copy or use the software.
License Agreement
For Open Source Computer Vision Library
(3-clause BSD License)
Copyright (C) 2013, OpenCV Foundation, all rights reserved.
Third party copyrights are property of their respective owners.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the names of the copyright holders nor the names of the contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
This software is provided by the copyright holders and contributors "as is" and
any express or implied warranties, including, but not limited to, the implied
warranties of merchantability and fitness for a particular purpose are
disclaimed. In no event shall copyright holders or contributors be liable for
any direct, indirect, incidental, special, exemplary, or consequential damages
(including, but not limited to, procurement of substitute goods or services;
loss of use, data, or profits; or business interruption) however caused
and on any theory of liability, whether in contract, strict liability,
or tort (including negligence or otherwise) arising in any way out of
the use of this software, even if advised of the possibility of such damage.
*/
#include <opencv2/highgui.hpp>
#include <opencv2/aruco/charuco.hpp>
#include <vector>
#include <iostream>
using namespace std;
using namespace cv;
/**
*/
static void help() {
cout << "Create a ChArUco marker image" << endl;
cout << "Parameters: " << endl;
cout << "-o <image> # Output image" << endl;
cout << "-sl <squareLength> # Square side lenght (in pixels)" << endl;
cout << "-ml <markerLength> # Marker side lenght (in pixels)" << endl;
cout << "-d <dictionary> # DICT_4X4_50=0, DICT_4X4_100=1, DICT_4X4_250=2, "
<< "DICT_4X4_1000=3, DICT_5X5_50=4, DICT_5X5_100=5, DICT_5X5_250=6, DICT_5X5_1000=7, "
<< "DICT_6X6_50=8, DICT_6X6_100=9, DICT_6X6_250=10, DICT_6X6_1000=11, DICT_7X7_50=12,"
<< "DICT_7X7_100=13, DICT_7X7_250=14, DICT_7X7_1000=15, DICT_ARUCO_ORIGINAL = 16" << endl;
cout << "-ids <id1,id2,id3,id4> # Four ids for the ChArUco marker" << endl;
cout << "[-m <marginSize>] # Margins size (in pixels). Default is 0" << endl;
cout << "[-bb <int>] # Number of bits in marker borders. Default is 1" << endl;
cout << "[-si] # show generated image" << endl;
}
/**
*/
static bool isParam(string param, int argc, char **argv) {
for(int i = 0; i < argc; i++)
if(string(argv[i]) == param) return true;
return false;
}
/**
*/
static string getParam(string param, int argc, char **argv, string defvalue = "") {
int idx = -1;
for(int i = 0; i < argc && idx == -1; i++)
if(string(argv[i]) == param) idx = i;
if(idx == -1 || (idx + 1) >= argc)
return defvalue;
else
return argv[idx + 1];
}
/**
*/
int main(int argc, char *argv[]) {
if(!isParam("-sl", argc, argv) || !isParam("-ml", argc, argv) || !isParam("-d", argc, argv) ||
!isParam("-ids", argc, argv)) {
help();
return 0;
}
int squareLength = atoi(getParam("-sl", argc, argv).c_str());
int markerLength = atoi(getParam("-ml", argc, argv).c_str());
int dictionaryId = atoi(getParam("-d", argc, argv).c_str());
aruco::Dictionary dictionary =
aruco::getPredefinedDictionary(aruco::PREDEFINED_DICTIONARY_NAME(dictionaryId));
string idsString = getParam("-ids", argc, argv);
istringstream ss(idsString);
vector< string > splittedIds;
string token;
while(getline(ss, token, ','))
splittedIds.push_back(token);
if(splittedIds.size() < 4) {
cerr << "Incorrect ids format" << endl;
help();
return 0;
}
Vec4i ids;
for(int i = 0; i < 4; i++)
ids[i] = atoi(splittedIds[i].c_str());
int margins = 0;
if(isParam("-m", argc, argv)) {
margins = atoi(getParam("-m", argc, argv).c_str());
}
int borderBits = 1;
if(isParam("-bb", argc, argv)) {
borderBits = atoi(getParam("-bb", argc, argv).c_str());
}
bool showImage = false;
if(isParam("-si", argc, argv)) showImage = true;
Mat markerImg;
aruco::drawCharucoDiamond(dictionary, ids, squareLength, markerLength, markerImg, margins,
borderBits);
if(showImage) {
imshow("board", markerImg);
waitKey(0);
}
imwrite(getParam("-o", argc, argv), markerImg);
return 0;
}
/*
By downloading, copying, installing or using the software you agree to this
license. If you do not agree to this license, do not download, install,
copy or use the software.
License Agreement
For Open Source Computer Vision Library
(3-clause BSD License)
Copyright (C) 2013, OpenCV Foundation, all rights reserved.
Third party copyrights are property of their respective owners.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the names of the copyright holders nor the names of the contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
This software is provided by the copyright holders and contributors "as is" and
any express or implied warranties, including, but not limited to, the implied
warranties of merchantability and fitness for a particular purpose are
disclaimed. In no event shall copyright holders or contributors be liable for
any direct, indirect, incidental, special, exemplary, or consequential damages
(including, but not limited to, procurement of substitute goods or services;
loss of use, data, or profits; or business interruption) however caused
and on any theory of liability, whether in contract, strict liability,
or tort (including negligence or otherwise) arising in any way out of
the use of this software, even if advised of the possibility of such damage.
*/
#include <opencv2/highgui.hpp>
#include <opencv2/aruco.hpp>
#include <iostream>
using namespace std;
using namespace cv;
/**
*/
static void help() {
cout << "Create an ArUco marker image" << endl;
cout << "Parameters: " << endl;
cout << "-o <image> # Output image" << endl;
cout << "-d <dictionary> # DICT_4X4_50=0, DICT_4X4_100=1, DICT_4X4_250=2, "
<< "DICT_4X4_1000=3, DICT_5X5_50=4, DICT_5X5_100=5, DICT_5X5_250=6, DICT_5X5_1000=7, "
<< "DICT_6X6_50=8, DICT_6X6_100=9, DICT_6X6_250=10, DICT_6X6_1000=11, DICT_7X7_50=12,"
<< "DICT_7X7_100=13, DICT_7X7_250=14, DICT_7X7_1000=15, DICT_ARUCO_ORIGINAL = 16" << endl;
cout << "-id <int> # Marker id in the dictionary" << endl;
cout << "[-ms <int>] # Marker size in pixels. Default is 200" << endl;
cout << "[-bb <int>] # Number of bits in marker borders. Default is 1" << endl;
cout << "[-si] # show generated image" << endl;
}
/**
*/
static bool isParam(string param, int argc, char **argv) {
for(int i = 0; i < argc; i++)
if(string(argv[i]) == param) return true;
return false;
}
/**
*/
static string getParam(string param, int argc, char **argv, string defvalue = "") {
int idx = -1;
for(int i = 0; i < argc && idx == -1; i++)
if(string(argv[i]) == param) idx = i;
if(idx == -1 || (idx + 1) >= argc)
return defvalue;
else
return argv[idx + 1];
}
/**
*/
int main(int argc, char *argv[]) {
if(!isParam("-d", argc, argv) || !isParam("-o", argc, argv)) {
help();
return 0;
}
int dictionaryId = atoi(getParam("-d", argc, argv).c_str());
aruco::Dictionary dictionary =
aruco::getPredefinedDictionary(aruco::PREDEFINED_DICTIONARY_NAME(dictionaryId));
int markerId = atoi(getParam("-id", argc, argv).c_str());
int borderBits = 1;
if(isParam("-bb", argc, argv)) {
borderBits = atoi(getParam("-bb", argc, argv).c_str());
}
int markerSize = 200;
if(isParam("-ms", argc, argv)) {
markerSize = atoi(getParam("-ms", argc, argv).c_str());
}
bool showImage = false;
if(isParam("-si", argc, argv)) showImage = true;
Mat markerImg;
aruco::drawMarker(dictionary, markerId, markerSize, markerImg, borderBits);
if(showImage) {
imshow("marker", markerImg);
waitKey(0);
}
imwrite(getParam("-o", argc, argv), markerImg);
return 0;
}
/*
By downloading, copying, installing or using the software you agree to this
license. If you do not agree to this license, do not download, install,
copy or use the software.
License Agreement
For Open Source Computer Vision Library
(3-clause BSD License)
Copyright (C) 2013, OpenCV Foundation, all rights reserved.
Third party copyrights are property of their respective owners.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the names of the copyright holders nor the names of the contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
This software is provided by the copyright holders and contributors "as is" and
any express or implied warranties, including, but not limited to, the implied
warranties of merchantability and fitness for a particular purpose are
disclaimed. In no event shall copyright holders or contributors be liable for
any direct, indirect, incidental, special, exemplary, or consequential damages
(including, but not limited to, procurement of substitute goods or services;
loss of use, data, or profits; or business interruption) however caused
and on any theory of liability, whether in contract, strict liability,
or tort (including negligence or otherwise) arising in any way out of
the use of this software, even if advised of the possibility of such damage.
*/
#include <opencv2/highgui.hpp>
#include <opencv2/aruco.hpp>
#include <vector>
#include <iostream>
using namespace std;
using namespace cv;
/**
*/
static void help() {
cout << "Pose estimation using a ArUco Planar Grid board" << endl;
cout << "Parameters: " << endl;
cout << "-w <nmarkers> # Number of markers in X direction" << endl;
cout << "-h <nmarkers> # Number of markers in Y direction" << endl;
cout << "-l <markerLength> # Marker side lenght (in meters)" << endl;
cout << "-s <markerSeparation> # Separation between two consecutive"
<< "markers in the grid (in meters)" << endl;
cout << "-d <dictionary> # DICT_4X4_50=0, DICT_4X4_100=1, DICT_4X4_250=2, "
<< "DICT_4X4_1000=3, DICT_5X5_50=4, DICT_5X5_100=5, DICT_5X5_250=6, DICT_5X5_1000=7, "
<< "DICT_6X6_50=8, DICT_6X6_100=9, DICT_6X6_250=10, DICT_6X6_1000=11, DICT_7X7_50=12,"
<< "DICT_7X7_100=13, DICT_7X7_250=14, DICT_7X7_1000=15, DICT_ARUCO_ORIGINAL = 16" << endl;
cout << "-c <cameraParams> # Camera intrinsic parameters file" << endl;
cout << "[-v <videoFile>] # Input from video file, if ommited, input comes from camera" << endl;
cout << "[-ci <int>] # Camera id if input doesnt come from video (-v). Default is 0" << endl;
cout << "[-dp <detectorParams>] # File of marker detector parameters" << endl;
cout << "[-rs] # Apply refind strategy" << endl;
cout << "[-r] # show rejected candidates too" << endl;
}
/**
*/
static bool isParam(string param, int argc, char **argv) {
for(int i = 0; i < argc; i++)
if(string(argv[i]) == param) return true;
return false;
}
/**
*/
static string getParam(string param, int argc, char **argv, string defvalue = "") {
int idx = -1;
for(int i = 0; i < argc && idx == -1; i++)
if(string(argv[i]) == param) idx = i;
if(idx == -1 || (idx + 1) >= argc)
return defvalue;
else
return argv[idx + 1];
}
/**
*/
static bool readCameraParameters(string filename, Mat &camMatrix, Mat &distCoeffs) {
FileStorage fs(filename, FileStorage::READ);
if(!fs.isOpened())
return false;
fs["camera_matrix"] >> camMatrix;
fs["distortion_coefficients"] >> distCoeffs;
return true;
}
/**
*/
static bool readDetectorParameters(string filename, aruco::DetectorParameters &params) {
FileStorage fs(filename, FileStorage::READ);
if(!fs.isOpened())
return false;
fs["adaptiveThreshWinSizeMin"] >> params.adaptiveThreshWinSizeMin;
fs["adaptiveThreshWinSizeMax"] >> params.adaptiveThreshWinSizeMax;
fs["adaptiveThreshWinSizeStep"] >> params.adaptiveThreshWinSizeStep;
fs["adaptiveThreshConstant"] >> params.adaptiveThreshConstant;
fs["minMarkerPerimeterRate"] >> params.minMarkerPerimeterRate;
fs["maxMarkerPerimeterRate"] >> params.maxMarkerPerimeterRate;
fs["polygonalApproxAccuracyRate"] >> params.polygonalApproxAccuracyRate;
fs["minCornerDistanceRate"] >> params.minCornerDistanceRate;
fs["minDistanceToBorder"] >> params.minDistanceToBorder;
fs["minMarkerDistanceRate"] >> params.minMarkerDistanceRate;
fs["doCornerRefinement"] >> params.doCornerRefinement;
fs["cornerRefinementWinSize"] >> params.cornerRefinementWinSize;
fs["cornerRefinementMaxIterations"] >> params.cornerRefinementMaxIterations;
fs["cornerRefinementMinAccuracy"] >> params.cornerRefinementMinAccuracy;
fs["markerBorderBits"] >> params.markerBorderBits;
fs["perspectiveRemovePixelPerCell"] >> params.perspectiveRemovePixelPerCell;
fs["perspectiveRemoveIgnoredMarginPerCell"] >> params.perspectiveRemoveIgnoredMarginPerCell;
fs["maxErroneousBitsInBorderRate"] >> params.maxErroneousBitsInBorderRate;
fs["minOtsuStdDev"] >> params.minOtsuStdDev;
fs["errorCorrectionRate"] >> params.errorCorrectionRate;
return true;
}
/**
*/
int main(int argc, char *argv[]) {
if(!isParam("-w", argc, argv) || !isParam("-h", argc, argv) || !isParam("-l", argc, argv) ||
!isParam("-s", argc, argv) || !isParam("-d", argc, argv) || !isParam("-c", argc, argv)) {
help();
return 0;
}
int markersX = atoi(getParam("-w", argc, argv).c_str());
int markersY = atoi(getParam("-h", argc, argv).c_str());
float markerLength = (float)atof(getParam("-l", argc, argv).c_str());
float markerSeparation = (float)atof(getParam("-s", argc, argv).c_str());
int dictionaryId = atoi(getParam("-d", argc, argv).c_str());
aruco::Dictionary dictionary =
aruco::getPredefinedDictionary(aruco::PREDEFINED_DICTIONARY_NAME(dictionaryId));
bool showRejected = false;
if(isParam("-r", argc, argv)) showRejected = true;
Mat camMatrix, distCoeffs;
if(isParam("-c", argc, argv)) {
bool readOk = readCameraParameters(getParam("-c", argc, argv), camMatrix, distCoeffs);
if(!readOk) {
cerr << "Invalid camera file" << endl;
return 0;
}
}
aruco::DetectorParameters detectorParams;
if(isParam("-dp", argc, argv)) {
bool readOk = readDetectorParameters(getParam("-dp", argc, argv), detectorParams);
if(!readOk) {
cerr << "Invalid detector parameters file" << endl;
return 0;
}
}
detectorParams.doCornerRefinement = true; // do corner refinement in markers
bool refindStrategy = false;
if(isParam("-rs", argc, argv)) refindStrategy = true;
VideoCapture inputVideo;
int waitTime;
if(isParam("-v", argc, argv)) {
inputVideo.open(getParam("-v", argc, argv));
waitTime = 0;
} else {
int camId = 0;
if(isParam("-ci", argc, argv)) camId = atoi(getParam("-ci", argc, argv).c_str());
inputVideo.open(camId);
waitTime = 10;
}
float axisLength = 0.5f * ((float)min(markersX, markersY) * (markerLength + markerSeparation) +
markerSeparation);
// create board object
aruco::GridBoard board =
aruco::GridBoard::create(markersX, markersY, markerLength, markerSeparation, dictionary);
double totalTime = 0;
int totalIterations = 0;
while(inputVideo.grab()) {
Mat image, imageCopy;
inputVideo.retrieve(image);
double tick = (double)getTickCount();
vector< int > ids;
vector< vector< Point2f > > corners, rejected;
Mat rvec, tvec;
// detect markers
aruco::detectMarkers(image, dictionary, corners, ids, detectorParams, rejected);
// refind strategy to detect more markers
if(refindStrategy)
aruco::refineDetectedMarkers(image, board, corners, ids, rejected, camMatrix,
distCoeffs);
// estimate board pose
int markersOfBoardDetected = 0;
if(ids.size() > 0)
markersOfBoardDetected =
aruco::estimatePoseBoard(corners, ids, board, camMatrix, distCoeffs, rvec, tvec);
double currentTime = ((double)getTickCount() - tick) / getTickFrequency();
totalTime += currentTime;
totalIterations++;
if(totalIterations % 30 == 0) {
cout << "Detection Time = " << currentTime * 1000 << " ms "
<< "(Mean = " << 1000 * totalTime / double(totalIterations) << " ms)" << endl;
}
// draw results
image.copyTo(imageCopy);
if(ids.size() > 0) {
aruco::drawDetectedMarkers(imageCopy, corners, ids);
}
if(showRejected && rejected.size() > 0)
aruco::drawDetectedMarkers(imageCopy, rejected, noArray(), Scalar(100, 0, 255));
if(markersOfBoardDetected > 0)
aruco::drawAxis(imageCopy, camMatrix, distCoeffs, rvec, tvec, axisLength);
imshow("out", imageCopy);
char key = (char)waitKey(waitTime);
if(key == 27) break;
}
return 0;
}
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/*
By downloading, copying, installing or using the software you agree to this
license. If you do not agree to this license, do not download, install,
copy or use the software.
License Agreement
For Open Source Computer Vision Library
(3-clause BSD License)
Copyright (C) 2013, OpenCV Foundation, all rights reserved.
Third party copyrights are property of their respective owners.
Redistribution and use in source and binary forms, with or without modification,
are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice,
this list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* Neither the names of the copyright holders nor the names of the contributors
may be used to endorse or promote products derived from this software
without specific prior written permission.
This software is provided by the copyright holders and contributors "as is" and
any express or implied warranties, including, but not limited to, the implied
warranties of merchantability and fitness for a particular purpose are
disclaimed. In no event shall copyright holders or contributors be liable for
any direct, indirect, incidental, special, exemplary, or consequential damages
(including, but not limited to, procurement of substitute goods or services;
loss of use, data, or profits; or business interruption) however caused
and on any theory of liability, whether in contract, strict liability,
or tort (including negligence or otherwise) arising in any way out of
the use of this software, even if advised of the possibility of such damage.
*/
#include <opencv2/highgui.hpp>
#include <opencv2/aruco.hpp>
#include <vector>
#include <iostream>
using namespace std;
using namespace cv;
/**
*/
static void help() {
cout << "Basic marker detection" << endl;
cout << "Parameters: " << endl;
cout << "-d <dictionary> # DICT_4X4_50=0, DICT_4X4_100=1, DICT_4X4_250=2, "
<< "DICT_4X4_1000=3, DICT_5X5_50=4, DICT_5X5_100=5, DICT_5X5_250=6, DICT_5X5_1000=7, "
<< "DICT_6X6_50=8, DICT_6X6_100=9, DICT_6X6_250=10, DICT_6X6_1000=11, DICT_7X7_50=12,"
<< "DICT_7X7_100=13, DICT_7X7_250=14, DICT_7X7_1000=15, DICT_ARUCO_ORIGINAL = 16" << endl;
cout << "[-v <videoFile>] # Input from video file, if ommited, input comes from camera" << endl;
cout << "[-ci <int>] # Camera id if input doesnt come from video (-v). Default is 0" << endl;
cout << "[-c <cameraParams>] # Camera intrinsic parameters. Needed for camera pose" << endl;
cout << "[-l <markerLength>] # Marker side lenght (in meters). Needed for correct"
<< "scale in camera pose, default 0.1" << endl;
cout << "[-dp <detectorParams>] # File of marker detector parameters" << endl;
cout << "[-r] # show rejected candidates too" << endl;
}
/**
*/
static bool isParam(string param, int argc, char **argv) {
for(int i = 0; i < argc; i++)
if(string(argv[i]) == param) return true;
return false;
}
/**
*/
static string getParam(string param, int argc, char **argv, string defvalue = "") {
int idx = -1;
for(int i = 0; i < argc && idx == -1; i++)
if(string(argv[i]) == param) idx = i;
if(idx == -1 || (idx + 1) >= argc)
return defvalue;
else
return argv[idx + 1];
}
/**
*/
static bool readCameraParameters(string filename, Mat &camMatrix, Mat &distCoeffs) {
FileStorage fs(filename, FileStorage::READ);
if(!fs.isOpened())
return false;
fs["camera_matrix"] >> camMatrix;
fs["distortion_coefficients"] >> distCoeffs;
return true;
}
/**
*/
static bool readDetectorParameters(string filename, aruco::DetectorParameters &params) {
FileStorage fs(filename, FileStorage::READ);
if(!fs.isOpened())
return false;
fs["adaptiveThreshWinSizeMin"] >> params.adaptiveThreshWinSizeMin;
fs["adaptiveThreshWinSizeMax"] >> params.adaptiveThreshWinSizeMax;
fs["adaptiveThreshWinSizeStep"] >> params.adaptiveThreshWinSizeStep;
fs["adaptiveThreshConstant"] >> params.adaptiveThreshConstant;
fs["minMarkerPerimeterRate"] >> params.minMarkerPerimeterRate;
fs["maxMarkerPerimeterRate"] >> params.maxMarkerPerimeterRate;
fs["polygonalApproxAccuracyRate"] >> params.polygonalApproxAccuracyRate;
fs["minCornerDistanceRate"] >> params.minCornerDistanceRate;
fs["minDistanceToBorder"] >> params.minDistanceToBorder;
fs["minMarkerDistanceRate"] >> params.minMarkerDistanceRate;
fs["doCornerRefinement"] >> params.doCornerRefinement;
fs["cornerRefinementWinSize"] >> params.cornerRefinementWinSize;
fs["cornerRefinementMaxIterations"] >> params.cornerRefinementMaxIterations;
fs["cornerRefinementMinAccuracy"] >> params.cornerRefinementMinAccuracy;
fs["markerBorderBits"] >> params.markerBorderBits;
fs["perspectiveRemovePixelPerCell"] >> params.perspectiveRemovePixelPerCell;
fs["perspectiveRemoveIgnoredMarginPerCell"] >> params.perspectiveRemoveIgnoredMarginPerCell;
fs["maxErroneousBitsInBorderRate"] >> params.maxErroneousBitsInBorderRate;
fs["minOtsuStdDev"] >> params.minOtsuStdDev;
fs["errorCorrectionRate"] >> params.errorCorrectionRate;
return true;
}
/**
*/
int main(int argc, char *argv[]) {
if(!isParam("-d", argc, argv)) {
help();
return 0;
}
int dictionaryId = atoi(getParam("-d", argc, argv).c_str());
aruco::Dictionary dictionary =
aruco::getPredefinedDictionary(aruco::PREDEFINED_DICTIONARY_NAME(dictionaryId));
bool showRejected = false;
if(isParam("-r", argc, argv)) showRejected = true;
bool estimatePose = false;
Mat camMatrix, distCoeffs;
if(isParam("-c", argc, argv)) {
bool readOk = readCameraParameters(getParam("-c", argc, argv), camMatrix, distCoeffs);
if(!readOk) {
cerr << "Invalid camera file" << endl;
return 0;
}
estimatePose = true;
}
float markerLength = (float)atof(getParam("-l", argc, argv, "0.1").c_str());
aruco::DetectorParameters detectorParams;
if(isParam("-dp", argc, argv)) {
bool readOk = readDetectorParameters(getParam("-dp", argc, argv), detectorParams);
if(!readOk) {
cerr << "Invalid detector parameters file" << endl;
return 0;
}
}
detectorParams.doCornerRefinement = true; // do corner refinement in markers
VideoCapture inputVideo;
int waitTime;
if(isParam("-v", argc, argv)) {
inputVideo.open(getParam("-v", argc, argv));
waitTime = 0;
} else {
int camId = 0;
if(isParam("-ci", argc, argv)) camId = atoi(getParam("-ci", argc, argv).c_str());
inputVideo.open(camId);
waitTime = 10;
}
double totalTime = 0;
int totalIterations = 0;
while(inputVideo.grab()) {
Mat image, imageCopy;
inputVideo.retrieve(image);
double tick = (double)getTickCount();
vector< int > ids;
vector< vector< Point2f > > corners, rejected;
vector< Mat > rvecs, tvecs;
// detect markers and estimate pose
aruco::detectMarkers(image, dictionary, corners, ids, detectorParams, rejected);
if(estimatePose && ids.size() > 0)
aruco::estimatePoseSingleMarkers(corners, markerLength, camMatrix, distCoeffs, rvecs,
tvecs);
double currentTime = ((double)getTickCount() - tick) / getTickFrequency();
totalTime += currentTime;
totalIterations++;
if(totalIterations % 30 == 0) {
cout << "Detection Time = " << currentTime * 1000 << " ms "
<< "(Mean = " << 1000 * totalTime / double(totalIterations) << " ms)" << endl;
}
// draw results
image.copyTo(imageCopy);
if(ids.size() > 0) {
aruco::drawDetectedMarkers(imageCopy, corners, ids);
if(estimatePose) {
for(unsigned int i = 0; i < ids.size(); i++)
aruco::drawAxis(imageCopy, camMatrix, distCoeffs, rvecs[i], tvecs[i],
markerLength * 0.5f);
}
}
if(showRejected && rejected.size() > 0)
aruco::drawDetectedMarkers(imageCopy, rejected, noArray(), Scalar(100, 0, 255));
imshow("out", imageCopy);
char key = (char)waitKey(waitTime);
if(key == 27) break;
}
return 0;
}
%YAML:1.0
nmarkers: 1024
adaptiveThreshWinSize: 21
adaptiveThreshConstant: 7
minMarkerPerimeterRate: 0.03
maxMarkerPerimeterRate: 4.0
polygonalApproxAccuracyRate: 0.05
minCornerDistance: 10.0
minDistanceToBorder: 3
minMarkerDistance: 10.0
cornerRefinementWinSize: 5
cornerRefinementMaxIterations: 30
cornerRefinementMinAccuracy: 0.1
markerBorderBits: 1
perspectiveRemovePixelPerCell: 8
perspectiveRemoveIgnoredMarginPerCell: 0.13
maxErroneousBitsInBorderRate: 0.04
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/*M///////////////////////////////////////////////////////////////////////////////////////
//
// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
// By downloading, copying, installing or using the software you agree to this license.
// If you do not agree to this license, do not download, install,
// copy or use the software.
//
//
// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2014, OpenCV Foundation, all rights reserved.
// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
// * Redistribution's of source code must retain the above copyright notice,
// this list of conditions and the following disclaimer.
//
// * Redistribution's in binary form must reproduce the above copyright notice,
// this list of conditions and the following disclaimer in the documentation
// and/or other materials provided with the distribution.
//
// * The name of the copyright holders may not be used to endorse or promote products
// derived from this software without specific prior written permission.
//
// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
// warranties of merchantability and fitness for a particular purpose are disclaimed.
// In no event shall the Intel Corporation or contributors be liable for any direct,
// indirect, incidental, special, exemplary, or consequential damages
// (including, but not limited to, procurement of substitute goods or services;
// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
// or tort (including negligence or otherwise) arising in any way out of
// the use of this software, even if advised of the possibility of such damage.
//
//M*/
#ifndef __OPENCV_CCALIB_PRECOMP__
#define __OPENCV_CCALIB_PRECOMP__
#include <opencv2/core.hpp>
#include <opencv2/calib3d.hpp>
#include <vector>
#endif
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#include "test_precomp.hpp"
CV_TEST_MAIN("cv")
#ifdef __GNUC__
# pragma GCC diagnostic ignored "-Wmissing-declarations"
# if defined __clang__ || defined __APPLE__
# pragma GCC diagnostic ignored "-Wmissing-prototypes"
# pragma GCC diagnostic ignored "-Wextra"
# endif
#endif
#ifndef __OPENCV_TEST_PRECOMP_HPP__
#define __OPENCV_TEST_PRECOMP_HPP__
#include <iostream>
#include "opencv2/ts.hpp"
#include "opencv2/imgproc.hpp"
#include "opencv2/calib3d.hpp"
#include "opencv2/aruco.hpp"
#endif
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ArUco marker detection (aruco module) {#tutorial_table_of_content_aruco}
==========================================================
ArUco markers are binary square fiducial markers that can be used for camera pose estimation.
Their main benefit is that their detection is robust, fast and simple.
The aruco module includes the detection of these types of markers and the tools to employ them
for pose estimation and camera calibration.
Also, the ChArUco functionalities combine ArUco markers with traditional chessboards to allow
an easy and versatile corner detection. The module also includes the functions to detect
ChArUco corners and use them for pose estimation and camera calibration.
- @subpage tutorial_aruco_detection
*Compatibility:* \> OpenCV 3.0
*Author:* Sergio Garrido
Basic detection and pose estimation from single ArUco markers.
- @subpage tutorial_aruco_board_detection
*Compatibility:* \> OpenCV 3.0
*Author:* Sergio Garrido
Detection and pose estimation using a Board of markers
- @subpage tutorial_charuco_detection
*Compatibility:* \> OpenCV 3.0
*Author:* Sergio Garrido
Basic detection using ChArUco corners
- @subpage tutorial_charuco_diamond_detection
*Compatibility:* \> OpenCV 3.0
*Author:* Sergio Garrido
Detection and pose estimation using ChArUco markers
- @subpage tutorial_aruco_calibration
*Compatibility:* \> OpenCV 3.0
*Author:* Sergio Garrido
Camera Calibration using ArUco and ChArUco boards
- @subpage tutorial_aruco_faq
*Compatibility:* \> OpenCV 3.0
*Author:* Sergio Garrido
General and useful questions about the aruco module
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