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187 lines
5.6 KiB
187 lines
5.6 KiB
/*********************************************************************** |
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* Software License Agreement (BSD License) |
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* |
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* Copyright 2008-2009 Marius Muja (mariusm@cs.ubc.ca). All rights reserved. |
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* Copyright 2008-2009 David G. Lowe (lowe@cs.ubc.ca). All rights reserved. |
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* |
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* Redistribution and use in source and binary forms, with or without |
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* modification, are permitted provided that the following conditions |
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* are met: |
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* |
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* 1. Redistributions of source code must retain the above copyright |
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* notice, this list of conditions and the following disclaimer. |
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* 2. Redistributions in binary form must reproduce the above copyright |
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* notice, this list of conditions and the following disclaimer in the |
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* documentation and/or other materials provided with the distribution. |
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* |
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* THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS OR |
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* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES |
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* OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. |
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* IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY DIRECT, INDIRECT, |
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* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT |
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* NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE NNIndexGOODS OR SERVICES; LOSS OF USE, |
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* DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY |
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* THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT |
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* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF |
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* THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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*************************************************************************/ |
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#ifndef OPENCV_FLANN_SAVING_H_ |
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#define OPENCV_FLANN_SAVING_H_ |
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#include <cstring> |
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#include <vector> |
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#include "general.h" |
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#include "nn_index.h" |
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#ifdef FLANN_SIGNATURE_ |
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#undef FLANN_SIGNATURE_ |
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#endif |
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#define FLANN_SIGNATURE_ "FLANN_INDEX" |
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namespace cvflann |
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{ |
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template <typename T> |
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struct Datatype {}; |
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template<> |
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struct Datatype<char> { static flann_datatype_t type() { return FLANN_INT8; } }; |
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template<> |
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struct Datatype<short> { static flann_datatype_t type() { return FLANN_INT16; } }; |
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template<> |
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struct Datatype<int> { static flann_datatype_t type() { return FLANN_INT32; } }; |
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template<> |
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struct Datatype<unsigned char> { static flann_datatype_t type() { return FLANN_UINT8; } }; |
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template<> |
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struct Datatype<unsigned short> { static flann_datatype_t type() { return FLANN_UINT16; } }; |
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template<> |
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struct Datatype<unsigned int> { static flann_datatype_t type() { return FLANN_UINT32; } }; |
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template<> |
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struct Datatype<float> { static flann_datatype_t type() { return FLANN_FLOAT32; } }; |
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template<> |
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struct Datatype<double> { static flann_datatype_t type() { return FLANN_FLOAT64; } }; |
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/** |
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* Structure representing the index header. |
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*/ |
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struct IndexHeader |
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{ |
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char signature[16]; |
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char version[16]; |
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flann_datatype_t data_type; |
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flann_algorithm_t index_type; |
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size_t rows; |
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size_t cols; |
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}; |
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/** |
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* Saves index header to stream |
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* |
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* @param stream - Stream to save to |
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* @param index - The index to save |
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*/ |
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template<typename Distance> |
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void save_header(FILE* stream, const NNIndex<Distance>& index) |
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{ |
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IndexHeader header; |
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memset(header.signature, 0, sizeof(header.signature)); |
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strcpy(header.signature, FLANN_SIGNATURE_); |
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memset(header.version, 0, sizeof(header.version)); |
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strcpy(header.version, FLANN_VERSION_); |
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header.data_type = Datatype<typename Distance::ElementType>::type(); |
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header.index_type = index.getType(); |
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header.rows = index.size(); |
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header.cols = index.veclen(); |
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std::fwrite(&header, sizeof(header),1,stream); |
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} |
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/** |
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* |
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* @param stream - Stream to load from |
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* @return Index header |
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*/ |
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inline IndexHeader load_header(FILE* stream) |
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{ |
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IndexHeader header; |
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size_t read_size = fread(&header,sizeof(header),1,stream); |
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if (read_size!=(size_t)1) { |
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throw FLANNException("Invalid index file, cannot read"); |
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} |
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if (strcmp(header.signature,FLANN_SIGNATURE_)!=0) { |
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throw FLANNException("Invalid index file, wrong signature"); |
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} |
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return header; |
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} |
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template<typename T> |
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void save_value(FILE* stream, const T& value, size_t count = 1) |
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{ |
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fwrite(&value, sizeof(value),count, stream); |
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} |
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template<typename T> |
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void save_value(FILE* stream, const cvflann::Matrix<T>& value) |
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{ |
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fwrite(&value, sizeof(value),1, stream); |
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fwrite(value.data, sizeof(T),value.rows*value.cols, stream); |
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} |
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template<typename T> |
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void save_value(FILE* stream, const std::vector<T>& value) |
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{ |
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size_t size = value.size(); |
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fwrite(&size, sizeof(size_t), 1, stream); |
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fwrite(&value[0], sizeof(T), size, stream); |
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} |
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template<typename T> |
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void load_value(FILE* stream, T& value, size_t count = 1) |
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{ |
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size_t read_cnt = fread(&value, sizeof(value), count, stream); |
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if (read_cnt != count) { |
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throw FLANNException("Cannot read from file"); |
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} |
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} |
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template<typename T> |
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void load_value(FILE* stream, cvflann::Matrix<T>& value) |
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{ |
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size_t read_cnt = fread(&value, sizeof(value), 1, stream); |
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if (read_cnt != 1) { |
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throw FLANNException("Cannot read from file"); |
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} |
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value.data = new T[value.rows*value.cols]; |
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read_cnt = fread(value.data, sizeof(T), value.rows*value.cols, stream); |
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if (read_cnt != (size_t)(value.rows*value.cols)) { |
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throw FLANNException("Cannot read from file"); |
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} |
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} |
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template<typename T> |
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void load_value(FILE* stream, std::vector<T>& value) |
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{ |
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size_t size; |
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size_t read_cnt = fread(&size, sizeof(size_t), 1, stream); |
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if (read_cnt!=1) { |
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throw FLANNException("Cannot read from file"); |
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} |
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value.resize(size); |
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read_cnt = fread(&value[0], sizeof(T), size, stream); |
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if (read_cnt != size) { |
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throw FLANNException("Cannot read from file"); |
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} |
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} |
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} |
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#endif /* OPENCV_FLANN_SAVING_H_ */
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