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9.0.0
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SOM
include
otbSOMMap.h
Go to the documentation of this file.
1
/*
2
* Copyright (C) 2005-2022 Centre National d'Etudes Spatiales (CNES)
3
* Copyright (C) 2007-2012 Institut Mines Telecom / Telecom Bretagne
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*
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* This file is part of Orfeo Toolbox
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*
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* https://www.orfeo-toolbox.org/
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
19
* limitations under the License.
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*/
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#ifndef otbSOMMap_h
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#define otbSOMMap_h
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#include "itkVariableLengthVector.h"
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#include "itkEuclideanDistanceMetric.h"
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#include "
otbVectorImage.h
"
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namespace
otb
30
{
51
template
<
class
TNeuron = itk::VariableLengthVector<
double
>,
class
TDistance = itk::Statistics::Eucl
id
eanDistanceMetric<TNeuron>,
52
unsigned
int
VMapDimension = 2>
53
class
ITK_EXPORT
SOMMap
:
public
otb::VectorImage
<typename TNeuron::ComponentType, VMapDimension>
54
{
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public
:
56
58
typedef
SOMMap
Self
;
59
typedef
otb::VectorImage<typename TNeuron::ComponentType, VMapDimension>
Superclass
;
60
typedef
itk::SmartPointer<Self>
Pointer
;
61
typedef
itk::SmartPointer<const Self>
ConstPointer
;
62
64
itkNewMacro(
Self
);
65
73
typedef
TNeuron
NeuronType
;
74
typedef
TDistance
DistanceType
;
75
typedef
typename
DistanceType::Pointer
DistancePointerType
;
76
78
typedef
typename
Superclass::IndexType
IndexType
;
79
typedef
typename
Superclass::SizeType
SizeType
;
80
typedef
typename
Superclass::DirectionType
DirectionType
;
81
typedef
typename
Superclass::RegionType
RegionType
;
82
typedef
typename
Superclass::SpacingType
SpacingType
;
83
typedef
typename
Superclass::PointType
PointType
;
84
90
IndexType
GetWinner(
const
NeuronType
& sample);
91
92
protected
:
94
SOMMap
();
95
97
~
SOMMap
()
override
;
98
100
void
PrintSelf(std::ostream& os, itk::Indent indent)
const override
;
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private
:
103
SOMMap
(
const
Self
&) =
delete
;
104
void
operator=(
const
Self
&) =
delete
;
105
};
106
}
// end namespace otb
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#ifndef OTB_MANUAL_INSTANTIATION
109
#include "
otbSOMMap.hxx
"
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#endif
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112
#endif
otb::VectorImage::RegionType
Superclass::RegionType RegionType
Definition:
otbVectorImage.h:113
otb::SOMMap::IndexType
Superclass::IndexType IndexType
Definition:
otbSOMMap.h:78
otb::SOMMap::PointType
Superclass::PointType PointType
Definition:
otbSOMMap.h:83
otbVectorImage.h
otb::VectorImage::SpacingType
Superclass::SpacingType SpacingType
Definition:
otbVectorImage.h:117
otb::SOMMap::SizeType
Superclass::SizeType SizeType
Definition:
otbSOMMap.h:79
otb::VectorImage::SizeType
Superclass::SizeType SizeType
Definition:
otbVectorImage.h:107
otb::SOMMap::Superclass
otb::VectorImage< typename TNeuron::ComponentType, VMapDimension > Superclass
Definition:
otbSOMMap.h:59
otb
The "otb" namespace contains all Orfeo Toolbox (OTB) classes.
Definition:
otbJoinContainer.h:32
otb::SOMMap::ConstPointer
itk::SmartPointer< const Self > ConstPointer
Definition:
otbSOMMap.h:61
otb::SOMMap::Self
SOMMap Self
Definition:
otbSOMMap.h:58
otb::SOMMap::RegionType
Superclass::RegionType RegionType
Definition:
otbSOMMap.h:81
otb::SOMMap::DirectionType
Superclass::DirectionType DirectionType
Definition:
otbSOMMap.h:80
otb::VectorImage::PointType
Superclass::PointType PointType
Definition:
otbVectorImage.h:121
otbSOMMap.hxx
otb::SOMMap::DistancePointerType
DistanceType::Pointer DistancePointerType
Definition:
otbSOMMap.h:75
otb::SOMMap::Pointer
itk::SmartPointer< Self > Pointer
Definition:
otbSOMMap.h:60
otb::SOMMap::SpacingType
Superclass::SpacingType SpacingType
Definition:
otbSOMMap.h:82
otb::VectorImage::IndexType
Superclass::IndexType IndexType
Definition:
otbVectorImage.h:101
otb::SOMMap::DistanceType
TDistance DistanceType
Definition:
otbSOMMap.h:74
otb::SOMMap
This class represent a Self Organizing Map.
Definition:
otbSOMMap.h:53
otb::SOMMap::NeuronType
TNeuron NeuronType
Definition:
otbSOMMap.h:64
otb::VectorImage::DirectionType
Superclass::DirectionType DirectionType
Definition:
otbVectorImage.h:110
otb::VectorImage
Creation of an "otb" vector image which contains metadata.
Definition:
otbVectorImage.h:45
Generated at Wed Feb 28 2024 15:23:50 for
OTB
with
1.8.17