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marginal_covariance_cholesky.h
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1// g2o - General Graph Optimization
2// Copyright (C) 2011 R. Kuemmerle, G. Grisetti, W. Burgard
3// All rights reserved.
4//
5// Redistribution and use in source and binary forms, with or without
6// modification, are permitted provided that the following conditions are
7// met:
8//
9// * Redistributions of source code must retain the above copyright notice,
10// this list of conditions and the following disclaimer.
11// * Redistributions in binary form must reproduce the above copyright
12// notice, this list of conditions and the following disclaimer in the
13// documentation and/or other materials provided with the distribution.
14//
15// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS
16// IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
17// TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
18// PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
19// HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
20// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
21// TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
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26
27#ifndef G2O_MARGINAL_COVARIANCE_CHOLESKY_H
28#define G2O_MARGINAL_COVARIANCE_CHOLESKY_H
29
30#include <unordered_map>
31#include <vector>
32
33#include "g2o_core_api.h"
34#include "sparse_block_matrix.h"
35
36namespace g2o {
37
43 protected:
48 typedef std::unordered_map<int, double> LookupMap;
49
50 public:
53
58 void computeCovariance(double** covBlocks,
59 const std::vector<int>& blockIndices);
60
65 void computeCovariance(SparseBlockMatrix<MatrixX>& spinv,
66 const std::vector<int>& rowBlockIndices,
67 const std::vector<std::pair<int, int> >& blockIndices);
68
78 void setCholeskyFactor(int n, int* Lp, int* Li, double* Lx, int* permInv);
79
80 protected:
81 // information about the cholesky factor (lower triangle)
82 int _n;
83 int* _Ap;
84 int* _Ai;
85 double* _Ax;
86 int* _perm;
88
90 std::vector<double> _diag;
91
93 int computeIndex(int r, int c) const { /*assert(r <= c);*/
94 return r * _n + c;
95 }
101 double computeEntry(int r, int c);
102};
103
104} // namespace g2o
105
106#endif
computing the marginal covariance given a cholesky factor (lower triangle of the factor)
double * _Ax
values of the cholesky factor
std::unordered_map< int, double > LookupMap
int * _Ai
row indices of the CCS storage
int * _Ap
column pointer of the CCS storage
std::vector< double > _diag
cache 1 / H_ii to avoid recalculations
LookupMap _map
hash look up table for the already computed entries
int computeIndex(int r, int c) const
compute the index used for hashing
Sparse matrix which uses blocks.
#define G2O_CORE_API