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ImFusion SDK 4.3
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ImFusion SDK 4.3
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#include <ImFusion/ML/Metrics.h>
Compute a set of distance-based metrics between a label map and a ground truth segmentation. More...
Inheritance diagram for SurfaceDistancesMetric:Compute a set of distance-based metrics between a label map and a ground truth segmentation.
Classes | |
| struct | Results |
Public Member Functions | |
| DataScheme | dataScheme () const override |
| Returns the expected content of the input data. | |
| SurfaceDistancesMetric (bool symmetric=true, int cropMargin=-1) | |
| std::vector< Record > | compute (const DataItem &testItem) const override |
| Generic method to compute the metric (each child class may have a dedicated and easier-to-use function) Result type is a vector (one record per frame) of maps (one entry per sub-metric) | |
| std::vector< std::map< int, Results > > | computeDistances (const SharedImageSet &prediction, const SharedImageSet &target) const |
| Public Member Functions inherited from Metric | |
| bool | isCompatibleWith (const DataItem &item, bool strictCheck=false) const |
| Checks if the input data item is compatible with the template metric. | |
| Public Member Functions inherited from Configurable | |
| virtual void | configure (const Properties *p) |
| Configure this object instance by de-serializing the given Properties. | |
| virtual void | configuration (Properties *p) const |
| Serialize the current object configuration into the given Properties object. | |
| 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 | |
| Configurable & | operator= (const Configurable &) |
| Configurable & | operator= (Configurable &&) noexcept |
Additional Inherited Members | |
| Public Types inherited from Metric | |
| using | Field = typename DataItem::Field |
| using | DataScheme = std::map<Field, ElementType> |
| using | Record = std::map<std::string, Eigen::MatrixXd> |
| Public Attributes inherited from Configurable | |
| Signal | signalParametersChanged |
Emitted whenever one of the registered Parameters' or SubPropertys' signalValueChanged signal was emitted. | |
| Protected Member Functions inherited from Metric | |
| void | assertValidDataScheme (const DataItem &testItem) const |
| Asserts if the input data item is compatible with the template metric. | |
| void | throwMetricError (std::string msg) const |
| Helper function to throw a dedicated error with more info. | |
| Protected Attributes inherited from Configurable | |
| std::vector< Param > | m_params |
| List of all registered Parameter and SubProperty instances. | |
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inlineoverridevirtual |
Returns the expected content of the input data.
Implements Metric.
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overridevirtual |
Generic method to compute the metric (each child class may have a dedicated and easier-to-use function) Result type is a vector (one record per frame) of maps (one entry per sub-metric)
Implements Metric.
