mds::lbp Namespace Reference

Namespaces
namespace	CircularSampler
Classes
class	CBitOps
	Various routines for manipulating bits in integers. More...
class	CCircularSampler
	Class for getting along samples in a circular neighborhood around a given center pixel. More...
class	CCodeAccumulator
	Functor creates LBP code from samples. More...
class	CCodeExtractor
	Class extracts LBP code from a concrete image position. More...
class	CCodeExtractor< I, LBP8 >
	Class extracts LBP code from a concrete image position. More...
struct	CCodeExtractorBase
	Base class for all classes that extract LBP code from a concrete image position. More...
struct	CIsGreater
	Compares one LBP sample with a center value. More...
class	CLBPExtractor
	LBP extractor class that extracts LBP codes from an image region and makes histogram of them. More...
class	CLBPHistogram
	LBP feature vector - histogram of LBP codes extracted from an image region. More...
class	CLBPTraits
	Type traits for LBP features. More...
struct	CMappingBase
	Base class for implementation of different LBP mapping policies. More...
class	CNormLBPHistogram
	Normalized histogram of LBP codes (sum of all values = 1). More...
class	CPlain
	Plain LBP mapping - values are mapped to themselves. More...
class	CRotMin
	Rotation invariant LBP mapping. More...
class	CUniform
	Uniform LBP mapping - a LBP code is mapped to an index, if it contains at most two 1->0 or 0->1 transitions. More...
class	CUniformRotMin
	Uniform rotation invariant LBP mapping. More...
struct	SMappingSize
	Primary template. More...
struct	SMappingSize< LBP12, Plain >
struct	SMappingSize< LBP12, RotMin >
struct	SMappingSize< LBP12, Uniform >
struct	SMappingSize< LBP12, UniformRotMin >
struct	SMappingSize< LBP16, Plain >
struct	SMappingSize< LBP16, RotMin >
struct	SMappingSize< LBP16, Uniform >
struct	SMappingSize< LBP16, UniformRotMin >
struct	SMappingSize< LBP8, Plain >
struct	SMappingSize< LBP8, RotMin >
struct	SMappingSize< LBP8, Uniform >
struct	SMappingSize< LBP8, UniformRotMin >
Enumerations
enum	ECodeType { LBP8 = 8, LBP12 = 12, LBP16 = 16 }
	Currently supported types of LBP features. More...
enum	EMappingType { Plain = 0, Uniform = 1, RotMin = 2, UniformRotMin = Uniform | RotMin }
	Currently supported LBP mappings. More...
Functions
template<class I , ECodeType Type, template< ECodeType > class Mapping, class Function >
Function	forEach (mds::img::CImageBase< I > &Image, Function Func)
	Function calls a given functor for every extracted LBP code.

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Enumeration Type Documentation

enum mds::lbp::ECodeType

Currently supported types of LBP features.

Enumerator:

LBP8
LBP12	Basic 8-bit LBP feature (8 samples, radius = 1).
LBP16	LBP feature (12 samples, radius = 2.5).

enum mds::lbp::EMappingType

Currently supported LBP mappings.

Enumerator:

Plain
Uniform
RotMin
UniformRotMin

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Function Documentation

template<class I , ECodeType Type, template< ECodeType > class Mapping, class Function >

Function mds::lbp::forEach	(	mds::img::CImageBase< I > &	Image,
		Function	Func
	)

Function calls a given functor for every extracted LBP code.

• Prepare a functor having the method void operator() (tSize x, tSize y, tCode Value).
• Template parameter I is an image type.
• Type specifies a concrete LBP.
• Policy Mapping is used to normalize LBP codes.