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TECA
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an algorithm that computes a binary segmentation More...
#include <teca_binary_segmentation.h>
Public Types | |
| enum | { BY_VALUE =0, BY_PERCENTILE =1 } |
Public Member Functions | |
| std::shared_ptr< teca_binary_segmentation > | shared_from_this () |
| std::shared_ptr< teca_binary_segmentation const > | shared_from_this () const |
| teca_binary_segmentation (const teca_binary_segmentation &src)=delete | |
| teca_binary_segmentation (teca_binary_segmentation &&src)=delete | |
| teca_binary_segmentation & | operator= (const teca_binary_segmentation &src)=delete |
| teca_binary_segmentation & | operator= (teca_binary_segmentation &&src)=delete |
| const char * | get_class_name () const override |
| void | set_segmentation_variable (const std::string &v) |
| const std::string & | get_segmentation_variable () const |
| void | set_segmentation_variable_attributes (const teca_metadata &v) |
| const teca_metadata & | get_segmentation_variable_attributes () const |
| void | set_threshold_variable (const std::string &v) |
| const std::string & | get_threshold_variable () const |
| void | set_low_threshold_value (const double &v) |
| const double & | get_low_threshold_value () const |
| void | set_high_threshold_value (const double &v) |
| const double & | get_high_threshold_value () const |
| void | set_threshold_mode (const int &v) |
| const int & | get_threshold_mode () const |
| void | set_threshold_by_percentile () |
| void | set_threshold_by_value () |
Public Member Functions inherited from teca_algorithm | |
| teca_algorithm (const teca_algorithm &src)=delete | |
| teca_algorithm (teca_algorithm &&src)=delete | |
| teca_algorithm & | operator= (const teca_algorithm &src)=delete |
| teca_algorithm & | operator= (teca_algorithm &&src)=delete |
| void | set_communicator (MPI_Comm comm) |
| MPI_Comm | get_communicator () |
| virtual teca_algorithm_output_port | get_output_port (unsigned int port=0) |
| void | set_input_connection (const teca_algorithm_output_port &port) |
| virtual void | set_input_connection (unsigned int id, const teca_algorithm_output_port &port) |
| virtual void | remove_input_connection (unsigned int id) |
| void | clear_input_connections () |
| const_p_teca_dataset | get_output_data (unsigned int port=0) |
| void | pop_cache (unsigned int port=0, int top=0) |
| void | set_cache_size (unsigned int n) |
| virtual int | update () |
| virtual int | update (unsigned int port) |
| virtual teca_metadata | update_metadata (unsigned int port=0) |
| void | set_executive (p_teca_algorithm_executive exe) |
| p_teca_algorithm_executive | get_executive () |
| virtual void | to_stream (std::ostream &s) const |
| virtual void | from_stream (std::istream &s) |
Static Public Member Functions | |
| static p_teca_binary_segmentation | New () |
Protected Member Functions | |
| int | get_segmentation_variable (std::string &segmentation_var) |
| int | get_threshold_variable (std::string &threshold_var) |
Protected Member Functions inherited from teca_algorithm | |
| void | set_number_of_input_connections (unsigned int n) |
| void | set_number_of_output_ports (unsigned int n) |
| virtual void | set_modified () |
| void | set_modified (unsigned int port) |
| virtual teca_metadata | get_cache_key (unsigned int port, const teca_metadata &request) const |
| virtual teca_metadata | get_output_metadata (teca_algorithm_output_port ¤t) |
| virtual const_p_teca_dataset | request_data (teca_algorithm_output_port &port, const teca_metadata &request) |
| virtual int | validate_cache (teca_algorithm_output_port ¤t) |
| virtual void | clear_modified (teca_algorithm_output_port current) |
| const_p_teca_dataset | get_output_data (unsigned int port, const teca_metadata &request) |
| int | cache_output_data (unsigned int port, const teca_metadata &request, const_p_teca_dataset &data) |
| void | clear_cache (unsigned int port) |
| unsigned int | get_number_of_input_connections () |
| teca_algorithm_output_port & | get_input_connection (unsigned int i) |
| void | clear_modified (unsigned int port) |
| int | get_modified (unsigned int port) const |
an algorithm that computes a binary segmentation
an algorithm that computes a binary segmentation for 1D, 2D, and 3D data. The segmentation is computed using threshold operation where values in a range (low, high] are in the segmentation (assigned 1). Values outside the range are outside of the segmentation (assigned 0).
The algorithm has 2 modes, BY_VALUE and BY_PERCENTILE. In the BY_VALUE mode, the test for inclusion is applied on the raw data. In the BY_PERCENTILE mode the range is given in percentiles and each data point is converted to a percentile before applying the test for inclusion.