You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
188 lines
5.6 KiB
188 lines
5.6 KiB
9 years ago
|
/***********************************************************************
|
||
|
* 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.
|
||
|
*
|
||
|
* 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 NNIndexGOODS 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_FLANN_SAVING_H_
|
||
|
#define OPENCV_FLANN_SAVING_H_
|
||
|
|
||
|
#include <cstring>
|
||
|
#include <vector>
|
||
|
|
||
|
#include "general.h"
|
||
|
#include "nn_index.h"
|
||
|
|
||
|
#ifdef FLANN_SIGNATURE_
|
||
|
#undef FLANN_SIGNATURE_
|
||
|
#endif
|
||
|
#define FLANN_SIGNATURE_ "FLANN_INDEX"
|
||
|
|
||
|
namespace cvflann
|
||
|
{
|
||
|
|
||
|
template <typename T>
|
||
|
struct Datatype {};
|
||
|
template<>
|
||
|
struct Datatype<char> { static flann_datatype_t type() { return FLANN_INT8; } };
|
||
|
template<>
|
||
|
struct Datatype<short> { static flann_datatype_t type() { return FLANN_INT16; } };
|
||
|
template<>
|
||
|
struct Datatype<int> { static flann_datatype_t type() { return FLANN_INT32; } };
|
||
|
template<>
|
||
|
struct Datatype<unsigned char> { static flann_datatype_t type() { return FLANN_UINT8; } };
|
||
|
template<>
|
||
|
struct Datatype<unsigned short> { static flann_datatype_t type() { return FLANN_UINT16; } };
|
||
|
template<>
|
||
|
struct Datatype<unsigned int> { static flann_datatype_t type() { return FLANN_UINT32; } };
|
||
|
template<>
|
||
|
struct Datatype<float> { static flann_datatype_t type() { return FLANN_FLOAT32; } };
|
||
|
template<>
|
||
|
struct Datatype<double> { static flann_datatype_t type() { return FLANN_FLOAT64; } };
|
||
|
|
||
|
|
||
|
/**
|
||
|
* Structure representing the index header.
|
||
|
*/
|
||
|
struct IndexHeader
|
||
|
{
|
||
|
char signature[16];
|
||
|
char version[16];
|
||
|
flann_datatype_t data_type;
|
||
|
flann_algorithm_t index_type;
|
||
|
size_t rows;
|
||
|
size_t cols;
|
||
|
};
|
||
|
|
||
|
/**
|
||
|
* Saves index header to stream
|
||
|
*
|
||
|
* @param stream - Stream to save to
|
||
|
* @param index - The index to save
|
||
|
*/
|
||
|
template<typename Distance>
|
||
|
void save_header(FILE* stream, const NNIndex<Distance>& index)
|
||
|
{
|
||
|
IndexHeader header;
|
||
|
memset(header.signature, 0, sizeof(header.signature));
|
||
|
strcpy(header.signature, FLANN_SIGNATURE_);
|
||
|
memset(header.version, 0, sizeof(header.version));
|
||
|
strcpy(header.version, FLANN_VERSION_);
|
||
|
header.data_type = Datatype<typename Distance::ElementType>::type();
|
||
|
header.index_type = index.getType();
|
||
|
header.rows = index.size();
|
||
|
header.cols = index.veclen();
|
||
|
|
||
|
std::fwrite(&header, sizeof(header),1,stream);
|
||
|
}
|
||
|
|
||
|
|
||
|
/**
|
||
|
*
|
||
|
* @param stream - Stream to load from
|
||
|
* @return Index header
|
||
|
*/
|
||
|
inline IndexHeader load_header(FILE* stream)
|
||
|
{
|
||
|
IndexHeader header;
|
||
|
size_t read_size = fread(&header,sizeof(header),1,stream);
|
||
|
|
||
|
if (read_size!=(size_t)1) {
|
||
|
throw FLANNException("Invalid index file, cannot read");
|
||
|
}
|
||
|
|
||
|
if (strcmp(header.signature,FLANN_SIGNATURE_)!=0) {
|
||
|
throw FLANNException("Invalid index file, wrong signature");
|
||
|
}
|
||
|
|
||
|
return header;
|
||
|
|
||
|
}
|
||
|
|
||
|
|
||
|
template<typename T>
|
||
|
void save_value(FILE* stream, const T& value, size_t count = 1)
|
||
|
{
|
||
|
fwrite(&value, sizeof(value),count, stream);
|
||
|
}
|
||
|
|
||
|
template<typename T>
|
||
|
void save_value(FILE* stream, const cvflann::Matrix<T>& value)
|
||
|
{
|
||
|
fwrite(&value, sizeof(value),1, stream);
|
||
|
fwrite(value.data, sizeof(T),value.rows*value.cols, stream);
|
||
|
}
|
||
|
|
||
|
template<typename T>
|
||
|
void save_value(FILE* stream, const std::vector<T>& value)
|
||
|
{
|
||
|
size_t size = value.size();
|
||
|
fwrite(&size, sizeof(size_t), 1, stream);
|
||
|
fwrite(&value[0], sizeof(T), size, stream);
|
||
|
}
|
||
|
|
||
|
template<typename T>
|
||
|
void load_value(FILE* stream, T& value, size_t count = 1)
|
||
|
{
|
||
|
size_t read_cnt = fread(&value, sizeof(value), count, stream);
|
||
|
if (read_cnt != count) {
|
||
|
throw FLANNException("Cannot read from file");
|
||
|
}
|
||
|
}
|
||
|
|
||
|
template<typename T>
|
||
|
void load_value(FILE* stream, cvflann::Matrix<T>& value)
|
||
|
{
|
||
|
size_t read_cnt = fread(&value, sizeof(value), 1, stream);
|
||
|
if (read_cnt != 1) {
|
||
|
throw FLANNException("Cannot read from file");
|
||
|
}
|
||
|
value.data = new T[value.rows*value.cols];
|
||
|
read_cnt = fread(value.data, sizeof(T), value.rows*value.cols, stream);
|
||
|
if (read_cnt != (size_t)(value.rows*value.cols)) {
|
||
|
throw FLANNException("Cannot read from file");
|
||
|
}
|
||
|
}
|
||
|
|
||
|
|
||
|
template<typename T>
|
||
|
void load_value(FILE* stream, std::vector<T>& value)
|
||
|
{
|
||
|
size_t size;
|
||
|
size_t read_cnt = fread(&size, sizeof(size_t), 1, stream);
|
||
|
if (read_cnt!=1) {
|
||
|
throw FLANNException("Cannot read from file");
|
||
|
}
|
||
|
value.resize(size);
|
||
|
read_cnt = fread(&value[0], sizeof(T), size, stream);
|
||
|
if (read_cnt != size) {
|
||
|
throw FLANNException("Cannot read from file");
|
||
|
}
|
||
|
}
|
||
|
|
||
|
}
|
||
|
|
||
|
#endif /* OPENCV_FLANN_SAVING_H_ */
|