set_local_deformable_model_metricT_set_local_deformable_model_metricSetLocalDeformableModelMetricSetLocalDeformableModelMetricset_local_deformable_model_metric (Operator)
Name
set_local_deformable_model_metricT_set_local_deformable_model_metricSetLocalDeformableModelMetricSetLocalDeformableModelMetricset_local_deformable_model_metric — Set the metric of a local deformable model that was created from XLD
contours.
Signature
void SetLocalDeformableModelMetric(const HObject& Image, const HObject& VectorField, const HTuple& ModelID, const HTuple& Metric)
void HDeformableModel::SetLocalDeformableModelMetric(const HImage& Image, const HImage& VectorField, const HString& Metric) const
void HDeformableModel::SetLocalDeformableModelMetric(const HImage& Image, const HImage& VectorField, const char* Metric) const
void HDeformableModel::SetLocalDeformableModelMetric(const HImage& Image, const HImage& VectorField, const wchar_t* Metric) const
(Windows only)
void HImage::SetLocalDeformableModelMetric(const HImage& VectorField, const HDeformableModel& ModelID, const HString& Metric) const
void HImage::SetLocalDeformableModelMetric(const HImage& VectorField, const HDeformableModel& ModelID, const char* Metric) const
void HImage::SetLocalDeformableModelMetric(const HImage& VectorField, const HDeformableModel& ModelID, const wchar_t* Metric) const
(Windows only)
Description
set_local_deformable_model_metricset_local_deformable_model_metricSetLocalDeformableModelMetricSetLocalDeformableModelMetricSetLocalDeformableModelMetricset_local_deformable_model_metric changes the value of the
parameter MetricMetricMetricMetricmetricmetric that was selected during the creation of the
deformable model ModelIDModelIDModelIDModelIDmodelIDmodel_id from XLD contours. Because no information
about the polarity of the model contours is available for XLD contours, the
polarity is determined based on a representative ImageImageImageImageimageimage. For this,
the model contours are mapped to the respective position where the object
appears in the ImageImageImageImageimageimage, which is done with the VectorFieldVectorFieldVectorFieldVectorFieldvectorFieldvector_field
which must be of the semantic type 'vector_field_absolute' and which can be
obtained by a previous call to find_local_deformable_modelfind_local_deformable_modelFindLocalDeformableModelFindLocalDeformableModelFindLocalDeformableModelfind_local_deformable_model.
Here, the returned VectorFieldVectorFieldVectorFieldVectorFieldvectorFieldvector_field is used for the deformable
transformation. Note, that the 'expand_border' option should not be used in
find_local_deformable_modelfind_local_deformable_modelFindLocalDeformableModelFindLocalDeformableModelFindLocalDeformableModelfind_local_deformable_model, because then the returned
VectorFieldVectorFieldVectorFieldVectorFieldvectorFieldvector_field has the wrong image size.
The parameter MetricMetricMetricMetricmetricmetric then determines the conditions under which the
model is recognized later in the search image. If MetricMetricMetricMetricmetricmetric =
'use_polarity'"use_polarity""use_polarity""use_polarity""use_polarity""use_polarity", the object in the image and the model must have the
same contrast. If, e.g., the model is a bright object on a dark
background, the object is found only if it is also brighter than the
background. If MetricMetricMetricMetricmetricmetric = 'ignore_global_polarity'"ignore_global_polarity""ignore_global_polarity""ignore_global_polarity""ignore_global_polarity""ignore_global_polarity", the
object is found in the image also if the contrast reverses globally. In the
above example, the object hence is also found if it is darker than the
background. The runtime of find_local_deformable_modelfind_local_deformable_modelFindLocalDeformableModelFindLocalDeformableModelFindLocalDeformableModelfind_local_deformable_model
will increase slightly in this case.
It must be ensured that the object contours in the ImageImageImageImageimageimage have the
same (or inverse) polarity as the object contours in the image in which the
object must be searched later. Especially, the object must not be occluded in
the ImageImageImageImageimageimage and the background must be either brighter than the object
or darker. Otherwise, the determined polarity of the model contour will not
represent the polarity of the object contour during the search. Note that
only the polarity of the contours is determined, not their contrast. Note
also that the polarity is determined from a single-channel image, only. If a
multi-channel image is passed in ImageImageImageImageimageimage, only the first channel will
be used (and no error message will be returned).
A typical proceeding is to read the XLD contours from file. Since these XLD
contours do not provide polarity information, the model must be created
from the XLD contours by setting the parameter MetricMetricMetricMetricmetricmetric to
'ignore_local_polarity'"ignore_local_polarity""ignore_local_polarity""ignore_local_polarity""ignore_local_polarity""ignore_local_polarity". Then, in a first search image the model
is recognized. The transformation that maps the model contours to the
position of the object in the search image is provided in
VectorFieldVectorFieldVectorFieldVectorFieldvectorFieldvector_field, which is of the semantic type 'vector_field_absolute'.
If the matching result is correct, the value of the parameter
MetricMetricMetricMetricmetricmetric can be changed, e.g., to 'use_polarity'"use_polarity""use_polarity""use_polarity""use_polarity""use_polarity". This leads
to a faster and more robust recognition in the following images.
Attention
set_local_deformable_model_metricset_local_deformable_model_metricSetLocalDeformableModelMetricSetLocalDeformableModelMetricSetLocalDeformableModelMetricset_local_deformable_model_metric can only be used with deformable
models that were created from XLD contours.
Execution Information
- Multithreading type: reentrant (runs in parallel with non-exclusive operators).
- Multithreading scope: global (may be called from any thread).
- Processed without parallelization.
This operator modifies the state of the following input parameter:
During execution of this operator, access to the value of this parameter must be synchronized if it is used across multiple threads.
Parameters
ImageImageImageImageimageimage (input_object) singlechannelimage → objectHImageHObjectHImageHobject (byte / uint2)
Input image used for the determination of the
polarity.
VectorFieldVectorFieldVectorFieldVectorFieldvectorFieldvector_field (input_object) singlechannelimage → objectHImageHObjectHImageHobject (vector_field)
Vector field of the local deformation.
ModelIDModelIDModelIDModelIDmodelIDmodel_id (input_control, state is modified) deformable_model → HDeformableModel, HTupleHHandleHTupleHtuple (handle) (IntPtr) (HHandle) (handle)
Handle of the model.
MetricMetricMetricMetricmetricmetric (input_control) string → HTuplestrHTupleHtuple (string) (string) (HString) (char*)
Match metric.
Default value:
'use_polarity'
"use_polarity"
"use_polarity"
"use_polarity"
"use_polarity"
"use_polarity"
List of values: 'ignore_global_polarity'"ignore_global_polarity""ignore_global_polarity""ignore_global_polarity""ignore_global_polarity""ignore_global_polarity", 'use_polarity'"use_polarity""use_polarity""use_polarity""use_polarity""use_polarity"
Result
If the parameters are valid, the operator
set_local_deformable_model_metricset_local_deformable_model_metricSetLocalDeformableModelMetricSetLocalDeformableModelMetricSetLocalDeformableModelMetricset_local_deformable_model_metric returns the value TRUE.
If necessary, an exception is raised.
Possible Predecessors
create_local_deformable_model_xldcreate_local_deformable_model_xldCreateLocalDeformableModelXldCreateLocalDeformableModelXldCreateLocalDeformableModelXldcreate_local_deformable_model_xld,
find_local_deformable_modelfind_local_deformable_modelFindLocalDeformableModelFindLocalDeformableModelFindLocalDeformableModelfind_local_deformable_model
Possible Successors
find_local_deformable_modelfind_local_deformable_modelFindLocalDeformableModelFindLocalDeformableModelFindLocalDeformableModelfind_local_deformable_model
See also
create_local_deformable_model_xldcreate_local_deformable_model_xldCreateLocalDeformableModelXldCreateLocalDeformableModelXldCreateLocalDeformableModelXldcreate_local_deformable_model_xld
Module
Matching