opencv/3rdparty/flann/nn/index_testing.h

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/***********************************************************************
* Software License Agreement (BSD License)
*
* Copyright 2008-2009 Marius Muja (mariusm@cs.ubc.ca). All rights reserved.
* Copyright 2008-2009 David G. Lowe (lowe@cs.ubc.ca). All rights reserved.
*
* THE BSD LICENSE
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* 2. 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.
*
* THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``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 AUTHOR 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 TESTING_H
#define TESTING_H
#include "nn_index.h"
#include "matrix.h"
using namespace std;
namespace flann
{
void search_for_neighbors(NNIndex& index, const Matrix<float>& testset, Matrix<int>& result, Matrix<float>& dists, const SearchParams &searchParams, int skip = 0);
float test_index_checks(NNIndex& index, const Matrix<float>& inputData, const Matrix<float>& testData, const Matrix<int>& matches,
int checks, float& precision, int nn = 1, int skipMatches = 0);
float test_index_precision(NNIndex& index, const Matrix<float>& inputData, const Matrix<float>& testData, const Matrix<int>& matches,
float precision, int& checks, int nn = 1, int skipMatches = 0);
float test_index_precisions(NNIndex& index, const Matrix<float>& inputData, const Matrix<float>& testData, const Matrix<int>& matches,
float* precisions, int precisions_length, int nn = 1, int skipMatches = 0, float maxTime = 0);
}
#endif //TESTING_H