kjb::mcmcda Namespace Reference

Classes
struct	Compare_tracks
	Functor to compare two tracks. If this were not defined, an association would order its tracks using operator<(pair, pair), which would eventually order by the address of the detection. We use this one to avoid this comparison by address and instead use a value comparison. This way the order will not change every time we read an association. More...
class	Association
	A class that represents a MCMCDA association. More...
class	Data
	A class that holds data for the tracking problem. More...
class	Association_directory
	Later. More...
class	Experiment_directory
	Later. More...
class	Gibbs_proposer
	Gibbs proposal mechanism for tracking. Complies with Gibbs proposer concept. More...
class	Likelihood
	Computes the GP-based likelihood of an association. More...
class	Prior
	Computes the prior of an MCMCDA association. More...
class	Proposer
class	Generic_track
	A class that represents a generic MCMCDA track. More...

Enumerations
enum	Move : size_t {   MCMCDA_BIRTH, MCMCDA_DEATH, MCMCDA_EXTENSION, MCMCDA_REDUCTION,   MCMCDA_SWITCH, MCMCDA_SECRETION, MCMCDA_ABSORPTION, MCMCDA_NUM_MOVES }

Functions
template<class Track >
void	get_association_totals (const Association< Track > &w, size_t &m, size_t &e, size_t &d, size_t &a, size_t &n, size_t &l)
	Get total tracks, entrances, exits, true detections, noisy detections, and track lengths of a given association. More...
template<class Element >
bool	is_neighbor (const Element &y, const Element &y_p, int d, int d_bar, double v_bar, double sg, const typename Data< Element >::Convert &to_vector)
	Returns true if given point is a neighbor of second given point. More...
template<class Track >
size_t	get_association_dimension (const Association< Track > &w)
	Returns the dimension of an association. More...
template<class Track >
std::pair< std::vector< Track > , std::vector< size_t > >	sample (const Prior< Track > &prior, size_t T, const Track &def)
	Sample an association from the prior. More...
template<class Track >
std::pair< std::vector< Track > , std::vector< size_t > >	sample (const Prior< Track > &prior, size_t T)
	Sample an association from the prior. More...
template<class Element >
void	swap_tracks (Generic_track< Element > &track1, Generic_track< Element > &track2, int t1, int tp1, int t2, int tq1)
	Mergest two tracks. More...
template<class E >
bool	operator== (const Generic_track< E > &t1, const Generic_track< E > &t2)
	Compare two generic tracks. More...
template<class E >
bool	operator!= (const Generic_track< E > &t1, const Generic_track< E > &t2)
	Compare two generic tracks. More...
template<class Element >
bool	operator< (const Generic_track< Element > &t1, const Generic_track< Element > &t2)
	Compare two generic tracks. More...

Enumeration Type Documentation

enum kjb::mcmcda::Move : size_t

Enumerator
MCMCDA_BIRTH
MCMCDA_DEATH
MCMCDA_EXTENSION
MCMCDA_REDUCTION
MCMCDA_SWITCH
MCMCDA_SECRETION
MCMCDA_ABSORPTION
MCMCDA_NUM_MOVES

Function Documentation

template<class Track >

size_t kjb::mcmcda::get_association_dimension ( const Association< Track > &  w )

inline

Returns the dimension of an association.

template<class Track >

void kjb::mcmcda::get_association_totals	(	const Association< Track > &	w,
		size_t &	m,
		size_t &	e,
		size_t &	d,
		size_t &	a,
		size_t &	n,
		size_t &	l
	)

Get total tracks, entrances, exits, true detections, noisy detections, and track lengths of a given association.

template<class Element >

bool kjb::mcmcda::is_neighbor ( const Element &  y, const Element &  y_p, int  d, int  d_bar, double  v_bar, double  sg, const typename Data< Element >::Convert &  to_vector  )

inline

Returns true if given point is a neighbor of second given point.

template<class E >

bool kjb::mcmcda::operator!= ( const Generic_track< E > &  t1, const Generic_track< E > &  t2  )

inline

Compare two generic tracks.

template<class Element >

bool kjb::mcmcda::operator< ( const Generic_track< Element > &  t1, const Generic_track< Element > &  t2  )

inline

Compare two generic tracks.

template<class E >

bool kjb::mcmcda::operator== ( const Generic_track< E > &  t1, const Generic_track< E > &  t2  )

inline

Compare two generic tracks.

template<class Track >

std::pair<std::vector<Track>, std::vector<size_t> > kjb::mcmcda::sample	(	const Prior< Track > &	prior,
		size_t	T,
		const Track &	def
	)

Sample an association from the prior.

Parameters

prior	The prior from which to sample.
T	Length of the video.
def	A dummy track. Needed in case track has no default constructor.

Returns

A vector of tracks a vector specifying the number of false alarms in each frame. This function cannot return an object of type Association<Track>, since it has no access to the data.

template<class Track >

std::pair<std::vector<Track>, std::vector<size_t> > kjb::mcmcda::sample ( const Prior< Track > &  prior, size_t  T  )

inline

Sample an association from the prior.

Parameters

prior	The prior from which to sample.
T	Length of the video.

Returns

An association and a vector specifying the number of false alarms in each frame.

template<class Element >

void kjb::mcmcda::swap_tracks	(	Generic_track< Element > &	track1,
		Generic_track< Element > &	track2,
		int	t1,
		int	tp1,
		int	t2,
		int	tq1
	)

Mergest two tracks.

Swaps two tracks from a certain time