find_generic_shape_modelT_find_generic_shape_modelFindGenericShapeModelFindGenericShapeModelfind_generic_shape_model (Operator)

Name

find_generic_shape_modelT_find_generic_shape_modelFindGenericShapeModelFindGenericShapeModelfind_generic_shape_model — Find the best matches of one or multiple shape models in an image.

Signature

Description

The operator find_generic_shape_modelfind_generic_shape_modelFindGenericShapeModelFindGenericShapeModelFindGenericShapeModelfind_generic_shape_model finds the best instances of one or multiple shape models passed in ModelIDModelIDModelIDModelIDmodelIDmodel_id in the input image SearchImageSearchImageSearchImageSearchImagesearchImagesearch_image. The found matches are returned in MatchResultIDMatchResultIDMatchResultIDMatchResultIDmatchResultIDmatch_result_id and can be queried using get_generic_shape_model_resultget_generic_shape_model_resultGetGenericShapeModelResultGetGenericShapeModelResultGetGenericShapeModelResultget_generic_shape_model_result and get_generic_shape_model_result_objectget_generic_shape_model_result_objectGetGenericShapeModelResultObjectGetGenericShapeModelResultObjectGetGenericShapeModelResultObjectget_generic_shape_model_result_object. The number of found matches is returned in NumMatchResultNumMatchResultNumMatchResultNumMatchResultnumMatchResultnum_match_result. The model can be parameterized using set_generic_shape_model_paramset_generic_shape_model_paramSetGenericShapeModelParamSetGenericShapeModelParamSetGenericShapeModelParamset_generic_shape_model_param and set_generic_shape_model_objectset_generic_shape_model_objectSetGenericShapeModelObjectSetGenericShapeModelObjectSetGenericShapeModelObjectset_generic_shape_model_object, through which one can control the search.

The domain of the input image SearchImageSearchImageSearchImageSearchImagesearchImagesearch_image sets the ROI for the search. It limits the search space as it is considered as boundary for the center of gravity of ModelIDModelIDModelIDModelIDmodelIDmodel_id in order to accelerate the matching process. For information on passing a tuple of images to SearchImageSearchImageSearchImageSearchImagesearchImagesearch_image see below. Furthermore, the search space is limited by the size of SearchImageSearchImageSearchImageSearchImagesearchImagesearch_image. By default, ModelIDModelIDModelIDModelIDmodelIDmodel_id is only searched within those points of the domain, in which ModelIDModelIDModelIDModelIDmodelIDmodel_id fits completely. Hence, ModelIDModelIDModelIDModelIDmodelIDmodel_id will not be found if it exceeds the border of the image. This holds for all levels of the used image pyramid.

In rare cases which typically occur for artificial images, instances of ModelIDModelIDModelIDModelIDmodelIDmodel_id cannot be found in an image, if they touch the border of the domain on any level of the image pyramid. As a rule of thumb, ModelIDModelIDModelIDModelIDmodelIDmodel_id might not be found if its distance to an image border is smaller than pixels (where is the number of pyramid levels). This behavior can be changed with 'border_shape_models'"border_shape_models""border_shape_models""border_shape_models""border_shape_models""border_shape_models", see set_generic_shape_model_paramset_generic_shape_model_paramSetGenericShapeModelParamSetGenericShapeModelParamSetGenericShapeModelParamset_generic_shape_model_param.

When searching multiple models, the search space can be restricted for all models simultaneously by passing a single image with reduced domain in SearchImageSearchImageSearchImageSearchImagesearchImagesearch_image. Alternatively, the search space can be restricted for each model individually by passing an object containing multiple image objects, one for each model in ModelIDModelIDModelIDModelIDmodelIDmodel_id. In this case, the images have to be identical except for their domains. When applying multiple models, different identifiers ('model_identifier'"model_identifier""model_identifier""model_identifier""model_identifier""model_identifier") have to be set for each model, so that each instance can be assigned to the shape model it has been found with. Otherwise an exception is raised.

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 returns a handle. Note that the state of an instance of this handle type may be changed by specific operators even though the handle is used as an input parameter by those operators.

This operator modifies the state of the following input parameter:

• ModelIDModelIDModelIDModelIDmodelIDmodel_id

During execution of this operator, access to the value of this parameter must be synchronized if it is used across multiple threads.

Parameters

Result

If the parameters are valid, the operator find_generic_shape_modelfind_generic_shape_modelFindGenericShapeModelFindGenericShapeModelFindGenericShapeModelfind_generic_shape_model returns the value TRUE. If necessary an exception is raised.

Possible Predecessors

train_generic_shape_modeltrain_generic_shape_modelTrainGenericShapeModelTrainGenericShapeModelTrainGenericShapeModeltrain_generic_shape_model, set_generic_shape_model_paramset_generic_shape_model_paramSetGenericShapeModelParamSetGenericShapeModelParamSetGenericShapeModelParamset_generic_shape_model_param

Module

Matching