Module shape 

Shape Distance and Matching

Modules

prelude

Structs

AffineTransformer

Wrapper class for the OpenCV Affine Transformation algorithm. :

ChiHistogramCostExtractor

An Chi based cost extraction. :

EMDHistogramCostExtractor

An EMD based cost extraction. :

EMDL1HistogramCostExtractor

An EMD-L1 based cost extraction. :

HausdorffDistanceExtractor

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HistogramCostExtractor

Abstract base class for histogram cost algorithms.

NormHistogramCostExtractor

A norm based cost extraction. :

ShapeContextDistanceExtractor

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ShapeDistanceExtractor

@example modules/shape/samples/shape_example.cpp An example using shape distance algorithm

ShapeTransformer

Abstract base class for shape transformation algorithms.

ThinPlateSplineShapeTransformer

Definition of the transformation

Traits

AffineTransformerTrait

Mutable methods for crate::shape::AffineTransformer

AffineTransformerTraitConst

Constant methods for crate::shape::AffineTransformer

ChiHistogramCostExtractorTrait

Mutable methods for crate::shape::ChiHistogramCostExtractor

ChiHistogramCostExtractorTraitConst

Constant methods for crate::shape::ChiHistogramCostExtractor

EMDHistogramCostExtractorTrait

Mutable methods for crate::shape::EMDHistogramCostExtractor

EMDHistogramCostExtractorTraitConst

Constant methods for crate::shape::EMDHistogramCostExtractor

EMDL1HistogramCostExtractorTrait

Mutable methods for crate::shape::EMDL1HistogramCostExtractor

EMDL1HistogramCostExtractorTraitConst

Constant methods for crate::shape::EMDL1HistogramCostExtractor

HausdorffDistanceExtractorTrait

Mutable methods for crate::shape::HausdorffDistanceExtractor

HausdorffDistanceExtractorTraitConst

Constant methods for crate::shape::HausdorffDistanceExtractor

HistogramCostExtractorTrait

Mutable methods for crate::shape::HistogramCostExtractor

HistogramCostExtractorTraitConst

Constant methods for crate::shape::HistogramCostExtractor

NormHistogramCostExtractorTrait

Mutable methods for crate::shape::NormHistogramCostExtractor

NormHistogramCostExtractorTraitConst

Constant methods for crate::shape::NormHistogramCostExtractor

ShapeContextDistanceExtractorTrait

Mutable methods for crate::shape::ShapeContextDistanceExtractor

ShapeContextDistanceExtractorTraitConst

Constant methods for crate::shape::ShapeContextDistanceExtractor

ShapeDistanceExtractorTrait

Mutable methods for crate::shape::ShapeDistanceExtractor

ShapeDistanceExtractorTraitConst

Constant methods for crate::shape::ShapeDistanceExtractor

ShapeTransformerTrait

Mutable methods for crate::shape::ShapeTransformer

ShapeTransformerTraitConst

Constant methods for crate::shape::ShapeTransformer

ThinPlateSplineShapeTransformerTrait

Mutable methods for crate::shape::ThinPlateSplineShapeTransformer

ThinPlateSplineShapeTransformerTraitConst

Constant methods for crate::shape::ThinPlateSplineShapeTransformer

Functions

create_affine_transformer

Complete constructor

create_chi_histogram_cost_extractor

C++ default parameters

create_chi_histogram_cost_extractor_def

Note

create_emd_histogram_cost_extractor

C++ default parameters

create_emd_histogram_cost_extractor_def

Note

create_emdl1_histogram_cost_extractor

C++ default parameters

create_emdl1_histogram_cost_extractor_def

Note

create_hausdorff_distance_extractor

C++ default parameters

create_hausdorff_distance_extractor_def

Note

create_norm_histogram_cost_extractor

C++ default parameters

create_norm_histogram_cost_extractor_def

Note

create_shape_context_distance_extractor

C++ default parameters

create_shape_context_distance_extractor_def

Note

create_thin_plate_spline_shape_transformer

Complete constructor

create_thin_plate_spline_shape_transformer_def

Complete constructor

emdl1

Computes the “minimal work” distance between two weighted point configurations base on the papers “EMD-L1: An efficient and Robust Algorithm for comparing histogram-based descriptors”, by Haibin Ling and Kazunori Okuda; and “The Earth Mover’s Distance is the Mallows Distance: Some Insights from Statistics”, by Elizaveta Levina and Peter Bickel.