Creates a pyramid of the input with average subsampling. More...

Inheritance diagram for ebl::average_pyramid_module< T, Tstate >:

Public Member Functions
	average_pyramid_module (parameter< T, Tstate > p, uint thickness, midxdim &strides, const char name="average_pyramid_module")
virtual void	fprop (Tstate &in, Tstate &out)
virtual void	fprop (Tstate &in, mstate< Tstate > &out)
virtual void	bprop (Tstate &in, mstate< Tstate > &out)
	backward propagation from in to out (empty)
virtual void	bbprop (Tstate &in, mstate< Tstate > &out)
	bbackward propagation from in to out (empty)
virtual std::string	describe ()
	Returns a string describing this module and its parameters.
virtual mfidxdim	bprop_size (mfidxdim &osize)
	Returns input dimensions corresponding to output dimensions 'osize'.
Protected Attributes
midxdim	strides
	Strides for each scale.
std::vector < subsampling_module< T, Tstate > * >	mods
	Subsampling modules.
bool	well_behaved
	True if strides increase by multiples of previous.

Detailed Description

Creates a pyramid of the input with average subsampling.

Constructor & Destructor Documentation

template<typename T , class Tstate >

ebl::average_pyramid_module< T, Tstate >::average_pyramid_module	(	parameter< T, Tstate > *	p,
		uint	thickness,
		midxdim &	strides,
		const char *	name = `"average_pyramid_module< T, Tstate >"`
	)

Creates a pyramid with 'strides.size()' scales, each of which is constructed with an average subsampling with each stride.

Parameters:

p	is used to store all parametric variables in a single place. If p is null, a local buffer will be used.
thickness	The number of features.

template<typename T , class Tstate >

void ebl::average_pyramid_module< T, Tstate >::fprop	(	Tstate &	in,
		mstate< Tstate > &	out
	)		`[virtual]`

Process 'in' into 'out' which will contain all scales separated in each state of the multi-state 'out'.

The documentation for this class was generated from the following files: