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authorshamikam2017-01-16 02:56:17 +0530
committershamikam2017-01-16 02:56:17 +0530
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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) 2000-2008, Intel Corporation, all rights reserved.
+// Copyright (C) 2009, Willow Garage Inc., 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_MINIFLANN_HPP
+#define OPENCV_MINIFLANN_HPP
+
+#include "opencv2/core.hpp"
+#include "opencv2/flann/defines.h"
+
+namespace cv
+{
+
+namespace flann
+{
+
+struct CV_EXPORTS IndexParams
+{
+ IndexParams();
+ ~IndexParams();
+
+ String getString(const String& key, const String& defaultVal=String()) const;
+ int getInt(const String& key, int defaultVal=-1) const;
+ double getDouble(const String& key, double defaultVal=-1) const;
+
+ void setString(const String& key, const String& value);
+ void setInt(const String& key, int value);
+ void setDouble(const String& key, double value);
+ void setFloat(const String& key, float value);
+ void setBool(const String& key, bool value);
+ void setAlgorithm(int value);
+
+ void getAll(std::vector<String>& names,
+ std::vector<int>& types,
+ std::vector<String>& strValues,
+ std::vector<double>& numValues) const;
+
+ void* params;
+};
+
+struct CV_EXPORTS KDTreeIndexParams : public IndexParams
+{
+ KDTreeIndexParams(int trees=4);
+};
+
+struct CV_EXPORTS LinearIndexParams : public IndexParams
+{
+ LinearIndexParams();
+};
+
+struct CV_EXPORTS CompositeIndexParams : public IndexParams
+{
+ CompositeIndexParams(int trees = 4, int branching = 32, int iterations = 11,
+ cvflann::flann_centers_init_t centers_init = cvflann::FLANN_CENTERS_RANDOM, float cb_index = 0.2f );
+};
+
+struct CV_EXPORTS AutotunedIndexParams : public IndexParams
+{
+ AutotunedIndexParams(float target_precision = 0.8f, float build_weight = 0.01f,
+ float memory_weight = 0, float sample_fraction = 0.1f);
+};
+
+struct CV_EXPORTS HierarchicalClusteringIndexParams : public IndexParams
+{
+ HierarchicalClusteringIndexParams(int branching = 32,
+ cvflann::flann_centers_init_t centers_init = cvflann::FLANN_CENTERS_RANDOM, int trees = 4, int leaf_size = 100 );
+};
+
+struct CV_EXPORTS KMeansIndexParams : public IndexParams
+{
+ KMeansIndexParams(int branching = 32, int iterations = 11,
+ cvflann::flann_centers_init_t centers_init = cvflann::FLANN_CENTERS_RANDOM, float cb_index = 0.2f );
+};
+
+struct CV_EXPORTS LshIndexParams : public IndexParams
+{
+ LshIndexParams(int table_number, int key_size, int multi_probe_level);
+};
+
+struct CV_EXPORTS SavedIndexParams : public IndexParams
+{
+ SavedIndexParams(const String& filename);
+};
+
+struct CV_EXPORTS SearchParams : public IndexParams
+{
+ SearchParams( int checks = 32, float eps = 0, bool sorted = true );
+};
+
+class CV_EXPORTS_W Index
+{
+public:
+ CV_WRAP Index();
+ CV_WRAP Index(InputArray features, const IndexParams& params, cvflann::flann_distance_t distType=cvflann::FLANN_DIST_L2);
+ virtual ~Index();
+
+ CV_WRAP virtual void build(InputArray features, const IndexParams& params, cvflann::flann_distance_t distType=cvflann::FLANN_DIST_L2);
+ CV_WRAP virtual void knnSearch(InputArray query, OutputArray indices,
+ OutputArray dists, int knn, const SearchParams& params=SearchParams());
+
+ CV_WRAP virtual int radiusSearch(InputArray query, OutputArray indices,
+ OutputArray dists, double radius, int maxResults,
+ const SearchParams& params=SearchParams());
+
+ CV_WRAP virtual void save(const String& filename) const;
+ CV_WRAP virtual bool load(InputArray features, const String& filename);
+ CV_WRAP virtual void release();
+ CV_WRAP cvflann::flann_distance_t getDistance() const;
+ CV_WRAP cvflann::flann_algorithm_t getAlgorithm() const;
+
+protected:
+ cvflann::flann_distance_t distType;
+ cvflann::flann_algorithm_t algo;
+ int featureType;
+ void* index;
+};
+
+} } // namespace cv::flann
+
+#endif