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matchdescriptors.cpp
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85 lines (78 loc) · 3.56 KB
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/*****************************************************************************************************************************
* Copyright:
*
* ------ COPYRIGHT NOTICE, CONDITIONS, AND DISCLAIMER START WITH THIS LINE -----------------
*
* Copyright (c) 2010-2013 Arizona Board of Regents. All Rights Reserved.
*
* Contact: Lina Karam (karam@asu.edu), Aditee Shrotre (ashrotre@asu.edu), Tejas Borkar (tsborkar@asu.edu),
* Jinjin Li (jinjinli@asu.edu)
*
* Image, Video, and Usabilty (IVU) Lab, http://ivulab.asu.edu , Arizona State University
*
* This copyright statement may not be removed from any file containing it or from modifications to these files.
* This copyright notice must also be included in any file or product that is derived from the source files.
*
* Redistribution and use of this code 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 Image, Video, and Usability Laboratory (IVU Lab, http://ivulab.asu.edu) is acknowledged in any
* publication that reports research results using this code, copies of this code, or modifications of this code.
*
* DISCLAIMER:
*
* 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 Arizona Board of Regents, Arizona State University, IVU Lab members, authors 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.
*
* ------ COPYRIGHT NOTICE, CONDITIONS, AND DISCLAIMER END WITH THIS LINE -----------------
* ****************************************************************************************************************************/
#include "Common.h"
#include "opencv2/features2d/features2d.hpp"
using namespace std;
using namespace cv;
/*performs matching of keypoints in 2 images for all image pairs in the stack*/
void extractandmatch(vector<Mat>& imgptr,vector<Mat>& desc,vector<vector<DMatch>>& goodmatches)
{
int middleframe=3;
int i,j,numberofimages=8;
BFMatcher matcher(NORM_L2,true);
vector<vector<DMatch>> matches(numberofimages);
/*Computing matches for each frame*/
for( i=0;i<numberofimages;i++)
{
if(i!=3)
{
matcher.match(desc.at(3),desc.at(i),matches.at(i));
}
}
cout<<" Matching Keypoints in image pair...."<<"\n";
/*Refining matches based on error distance*/
for ( j=0;j<numberofimages;j++)
{
if (j!=3)
{
for( i=0; i<matches.at(j).size();i++)
{
if (matches.at(j).at(i).distance<=250/*2.5*mindist.at(j)*/)
{
goodmatches.at(j).push_back(matches.at(j).at(i));
}
}
}
}
matcher.~BFMatcher();
matches.~vector();
}