ImFusion SDK 4.3
SuperpixelsAlgorithm Class Reference

#include <ImFusion/Base/SuperpixelsAlgorithm.h>

Algorithm for computing superpixels (SLIC method) More...

+ Inheritance diagram for SuperpixelsAlgorithm:

Detailed Description

Algorithm for computing superpixels (SLIC method)

Public Member Functions

 SuperpixelsAlgorithm (SharedImage *imgIn)
 Creates the spline.
 
 ~SuperpixelsAlgorithm () override
 Destroy the spline.
 
void configure (const Properties *p) override
 Set one or multiple properties.
 
void configuration (Properties *p) const override
 Retrieve the properties of this object.
 
void compute () override
 Compute the result.
 
OwningDataList takeOutput () override
 If the algorithm creates new image data, it has to be transferred here.
 
Superpixel getSuperpixel (int k) const
 Get info on a particular superpixel.
 
const std::vector< Superpixel > & getSuperpixels () const
 Get all superpixels.
 
int nbSuperpixels () const
 Get actual number of superpixels.
 
void updateSuperpixelsStats ()
 Compute the additional superpixels statistics.
 
- Public Member Functions inherited from Algorithm
 Algorithm ()
 Default constructor will registers a single "compute" action that calls compute() and returns status().
 
virtual void setProgress (Progress *progress)
 Sets a Progress interface the algorithm can use to notify observers about its computing progress.
 
Progressprogress () const
 Returns the progress interface if set.
 
virtual int status () const
 Indicates the status of the last call to compute().
 
virtual bool survivesDataDeletion (const Data *) const
 Indicates whether the algorithm can handle (partial) deletion of the specified data, by default this checks whether the data is in the input list.
 
const FactoryInfofactoryInfo () const
 Returns the record describing how this Algorithm was instantiated by the AlgorithmFactory.
 
void setFactoryInfo (const FactoryInfo &value)
 Sets the record describing how this Algorithm was instantiated by the AlgorithmFactory.
 
Status runAction (const std::string &id)
 Run the action with name id if it exists.
 
const std::vector< Action > & actions ()
 Get a mapping from Action id to Action as registered in this algorithm.
 
- Public Member Functions inherited from Configurable
virtual void configureDefaults ()
 Retrieve the properties of this object, replaces values with their defaults and sets it again.
 
void registerParameter (ParameterBase *param)
 Register the given Parameter or SubProperty, so that it will be configured during configure()/configuration().
 
void unregisterParameter (const ParameterBase *param)
 Remove the given Parameter or SubProperty from the list of registered parameters.
 
 Configurable (const Configurable &rhs)
 
 Configurable (Configurable &&rhs) noexcept
 
Configurableoperator= (const Configurable &)
 
Configurableoperator= (Configurable &&) noexcept
 

Static Public Member Functions

static bool createCompatible (const DataList &data, Algorithm **a)
 If data is compatible with algorithm return true. If a is not zero, create algorithm with input data.
 
- Static Public Member Functions inherited from Algorithm
static bool createCompatible (const DataList &data, Algorithm **a=nullptr)
 Factory function to check algorithm compatibility with input data and optionally instantiate it.
 

Protected Member Functions

void initSuperpixels ()
 
void assignLabelsToSuperpixels ()
 
double updateSuperpixels ()
 
int enforceLabelConnectivity2D ()
 
int enforceLabelConnectivity3D ()
 
void assignUnlabelledPixels ()
 
void removeEmptySuperpixels ()
 
void finalizeLabels ()
 
bool checkParameters () const
 
- Protected Member Functions inherited from Algorithm
void loadDefaults ()
 
void registerAction (const std::string &id, const std::string &guiName, const std::function< Algorithm::Status(void)> &action)
 Register an action to be run via runAction.
 
template<typename D>
void registerAction (const std::string &id, const std::string &guiName, Algorithm::Status(D::*action)(void))
 Template version of runAction that can be used with a pointer to a member function.
 
void registerAction (const Action &action)
 Register an action.
 

Protected Attributes

SharedImagem_imgIn
 
std::unique_ptr< TypedImage< float > > m_img
 
std::unique_ptr< TypedImage< float > > m_minDist
 
std::unique_ptr< TypedImage< float > > m_imageDist
 
std::unique_ptr< TypedImage< int > > m_labels
 
std::unique_ptr< TypedImage< float > > m_imageSimplified
 
std::vector< Superpixelm_superpixels
 
bool m_verbose
 
size_t m_workingSize
 
bool m_skipRefinement
 
bool m_randomInit
 
int m_numberSp
 
int m_maxSizeSpTarget
 
float m_adaptiveness
 
int m_maxIter
 
bool m_randomIndices
 
bool m_exportSimplifiedImage
 
int m_maxSizeSp
 
- Protected Attributes inherited from Algorithm
std::string m_name
 Algorithm name.
 
Progressm_progress = nullptr
 Non-owing pointer to a progress interface. May be a nullptr.
 
FactoryInfo m_factoryInfo = {}
 Record describing how this algorithm was instantiated by the AlgorithmFactory.
 
int m_status = Status::Unknown
 Algorithm status after last call to compute()
 
std::vector< Actionm_actions
 Map of key given by the id of the action, of the available actions of this algorithm.
 
- Protected Attributes inherited from Configurable
std::vector< Paramm_params
 List of all registered Parameter and SubProperty instances.
 

Additional Inherited Members

- Public Types inherited from Algorithm
enum  Status {
  Unknown = -1 , Success = 0 , Error = 1 , InvalidInput ,
  IncompleteInput , OutOfMemoryHost , OutOfMemoryGPU , UnsupportedGPU ,
  UnknownAction , AbortedByUser , User = 1000
}
 Status codes. More...
 
- Public Attributes inherited from Algorithm
Signal signalOutputChanged
 Signal should be emitted by Algorithms when their output/result has changed.
 
Signal signalParametersChanged
 Signal should be emitted by Algorithms when their parameter configuration has changed.
 
- Public Attributes inherited from Configurable
Signal signalParametersChanged
 Emitted whenever one of the registered Parameters' or SubPropertys' signalValueChanged signal was emitted.
 

Member Function Documentation

◆ configure()

void configure ( const Properties * p)
overridevirtual

Set one or multiple properties.

Reimplemented from Configurable.

◆ configuration()

void configuration ( Properties * p) const
overridevirtual

Retrieve the properties of this object.

Reimplemented from Configurable.

◆ compute()

void compute ( )
overridevirtual

Compute the result.

Implements Algorithm.

◆ takeOutput()

OwningDataList takeOutput ( )
overridevirtual

If the algorithm creates new image data, it has to be transferred here.

Reimplemented from Algorithm.


The documentation for this class was generated from the following file:
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