Public Types | Public Member Functions | Private Types | Private Member Functions | Friends | List of all members
gtsam::SmartProjectionFactor< CAMERA > Class Template Reference

#include <SmartProjectionFactor.h>

Inheritance diagram for gtsam::SmartProjectionFactor< CAMERA >:
Inheritance graph
[legend]

Public Types

typedef CameraSet< CAMERA > Cameras
 shorthand for a set of cameras More...
 
typedef boost::shared_ptr< Thisshared_ptr
 shorthand for a smart pointer to a factor More...
 
- Public Types inherited from gtsam::SmartFactorBase< CAMERA >
typedef CameraSet< CAMERA > Cameras
 We use the new CameraSte data structure to refer to a set of cameras. More...
 
typedef std::vector< MatrixZD, Eigen::aligned_allocator< MatrixZD > > FBlocks
 
typedef Eigen::Matrix< double, ZDim, DimMatrixZD
 
- Public Types inherited from gtsam::NonlinearFactor
typedef boost::shared_ptr< Thisshared_ptr
 
- Public Types inherited from gtsam::Factor
typedef KeyVector::const_iterator const_iterator
 Const iterator over keys. More...
 
typedef KeyVector::iterator iterator
 Iterator over keys. More...
 

Public Member Functions

void computeJacobiansWithTriangulatedPoint (std::vector< typename Base::MatrixZD, Eigen::aligned_allocator< typename Base::MatrixZD > > &Fblocks, Matrix &E, Vector &b, const Cameras &cameras) const
 
boost::shared_ptr< RegularHessianFactor< Base::Dim > > createHessianFactor (const Cameras &cameras, const double lambda=0.0, bool diagonalDamping=false) const
 linearize returns a Hessianfactor that is an approximation of error(p) More...
 
boost::shared_ptr< JacobianFactorQ< Base::Dim, 2 > > createJacobianQFactor (const Cameras &cameras, double lambda) const
 create factor More...
 
boost::shared_ptr< JacobianFactorQ< Base::Dim, 2 > > createJacobianQFactor (const Values &values, double lambda) const
 Create a factor, takes values. More...
 
boost::shared_ptr< JacobianFactorcreateJacobianSVDFactor (const Cameras &cameras, double lambda) const
 different (faster) way to compute Jacobian factor More...
 
boost::shared_ptr< RegularImplicitSchurFactor< CAMERA > > createRegularImplicitSchurFactor (const Cameras &cameras, double lambda) const
 
bool decideIfTriangulate (const Cameras &cameras) const
 Check if the new linearization point is the same as the one used for previous triangulation. More...
 
bool equals (const NonlinearFactor &p, double tol=1e-9) const override
 equals More...
 
double error (const Values &values) const override
 Calculate total reprojection error. More...
 
bool isDegenerate () const
 
bool isFarPoint () const
 
bool isOutlier () const
 
bool isPointBehindCamera () const
 
bool isValid () const
 Is result valid? More...
 
boost::shared_ptr< GaussianFactorlinearize (const Values &values) const override
 linearize More...
 
boost::shared_ptr< GaussianFactorlinearizeDamped (const Cameras &cameras, const double lambda=0.0) const
 
boost::shared_ptr< GaussianFactorlinearizeDamped (const Values &values, const double lambda=0.0) const
 
virtual boost::shared_ptr< RegularHessianFactor< Base::Dim > > linearizeToHessian (const Values &values, double lambda=0.0) const
 linearize to a Hessianfactor More...
 
virtual boost::shared_ptr< RegularImplicitSchurFactor< CAMERA > > linearizeToImplicit (const Values &values, double lambda=0.0) const
 linearize to an Implicit Schur factor More...
 
virtual boost::shared_ptr< JacobianFactorQ< Base::Dim, 2 > > linearizeToJacobian (const Values &values, double lambda=0.0) const
 linearize to a JacobianfactorQ More...
 
TriangulationResult point () const
 
TriangulationResult point (const Values &values) const
 
void print (const std::string &s="", const KeyFormatter &keyFormatter=DefaultKeyFormatter) const override
 
Vector reprojectionErrorAfterTriangulation (const Values &values) const
 Calculate vector of re-projection errors, before applying noise model. More...
 
 SmartProjectionFactor ()
 
 SmartProjectionFactor (const SharedNoiseModel &sharedNoiseModel, const SmartProjectionParams &params=SmartProjectionParams())
 
double totalReprojectionError (const Cameras &cameras, boost::optional< Point3 > externalPoint=boost::none) const
 
bool triangulateAndComputeE (Matrix &E, const Cameras &cameras) const
 
bool triangulateAndComputeE (Matrix &E, const Values &values) const
 
bool triangulateAndComputeJacobians (std::vector< typename Base::MatrixZD, Eigen::aligned_allocator< typename Base::MatrixZD > > &Fblocks, Matrix &E, Vector &b, const Values &values) const
 Version that takes values, and creates the point. More...
 
bool triangulateAndComputeJacobiansSVD (std::vector< typename Base::MatrixZD, Eigen::aligned_allocator< typename Base::MatrixZD > > &Fblocks, Matrix &Enull, Vector &b, const Values &values) const
 takes values More...
 
bool triangulateForLinearize (const Cameras &cameras) const
 triangulate More...
 
TriangulationResult triangulateSafe (const Cameras &cameras) const
 triangulateSafe More...
 
 ~SmartProjectionFactor () override
 
- Public Member Functions inherited from gtsam::SmartFactorBase< CAMERA >
void add (const Z &measured, const Key &key)
 
void add (const ZVector &measurements, const KeyVector &cameraKeys)
 
template<class SFM_TRACK >
void add (const SFM_TRACK &trackToAdd)
 
Pose3 body_P_sensor () const
 
virtual Cameras cameras (const Values &values) const
 Collect all cameras: important that in key order. More...
 
template<class POINT >
void computeJacobians (FBlocks &Fs, Matrix &E, Vector &b, const Cameras &cameras, const POINT &point) const
 
template<class POINT >
void computeJacobiansSVD (FBlocks &Fs, Matrix &Enull, Vector &b, const Cameras &cameras, const POINT &point) const
 SVD version. More...
 
virtual void correctForMissingMeasurements (const Cameras &cameras, Vector &ue, boost::optional< typename Cameras::FBlocks & > Fs=boost::none, boost::optional< Matrix & > E=boost::none) const
 
boost::shared_ptr< RegularHessianFactor< Dim > > createHessianFactor (const Cameras &cameras, const Point3 &point, const double lambda=0.0, bool diagonalDamping=false) const
 Linearize to a Hessianfactor. More...
 
boost::shared_ptr< JacobianFactorQ< Dim, ZDim > > createJacobianQFactor (const Cameras &cameras, const Point3 &point, double lambda=0.0, bool diagonalDamping=false) const
 
boost::shared_ptr< JacobianFactorcreateJacobianSVDFactor (const Cameras &cameras, const Point3 &point, double lambda=0.0) const
 
boost::shared_ptr< RegularImplicitSchurFactor< CAMERA > > createRegularImplicitSchurFactor (const Cameras &cameras, const Point3 &point, double lambda=0.0, bool diagonalDamping=false) const
 Return Jacobians as RegularImplicitSchurFactor with raw access. More...
 
size_t dim () const override
 get the dimension (number of rows!) of the factor More...
 
const ZVectormeasured () const
 
 SmartFactorBase ()
 Default Constructor, for serialization. More...
 
 SmartFactorBase (const SharedNoiseModel &sharedNoiseModel, boost::optional< Pose3 > body_P_sensor=boost::none, size_t expectedNumberCameras=10)
 Constructor. More...
 
template<class POINT >
double totalReprojectionError (const Cameras &cameras, const POINT &point) const
 
template<class POINT >
Vector unwhitenedError (const Cameras &cameras, const POINT &point, boost::optional< typename Cameras::FBlocks & > Fs=boost::none, boost::optional< Matrix & > E=boost::none) const
 
void updateAugmentedHessian (const Cameras &cameras, const Point3 &point, const double lambda, bool diagonalDamping, SymmetricBlockMatrix &augmentedHessian, const KeyVector allKeys) const
 
template<class POINT >
Vector whitenedError (const Cameras &cameras, const POINT &point) const
 
void whitenJacobians (FBlocks &F, Matrix &E, Vector &b) const
 Whiten the Jacobians computed by computeJacobians using noiseModel_. More...
 
 ~SmartFactorBase () override
 Virtual destructor, subclasses from NonlinearFactor. More...
 
- Public Member Functions inherited from gtsam::NonlinearFactor
 NonlinearFactor ()
 
template<typename CONTAINER >
 NonlinearFactor (const CONTAINER &keys)
 
virtual ~NonlinearFactor ()
 
virtual bool active (const Values &) const
 
virtual shared_ptr clone () const
 
shared_ptr rekey (const std::map< Key, Key > &rekey_mapping) const
 
shared_ptr rekey (const KeyVector &new_keys) const
 
- Public Member Functions inherited from gtsam::Factor
virtual ~Factor ()=default
 Default destructor. More...
 
Key front () const
 First key. More...
 
Key back () const
 Last key. More...
 
const_iterator find (Key key) const
 find More...
 
const KeyVectorkeys () const
 Access the factor's involved variable keys. More...
 
const_iterator begin () const
 
const_iterator end () const
 
size_t size () const
 
virtual void printKeys (const std::string &s="Factor", const KeyFormatter &formatter=DefaultKeyFormatter) const
 print only keys More...
 
KeyVectorkeys ()
 
iterator begin ()
 
iterator end ()
 

Protected Attributes

Parameters
SmartProjectionParams params_
 
Caching triangulation
TriangulationResult result_
 result from triangulateSafe More...
 
std::vector< Pose3, Eigen::aligned_allocator< Pose3 > > cameraPosesTriangulation_
 
- Protected Attributes inherited from gtsam::SmartFactorBase< CAMERA >
boost::optional< Pose3body_P_sensor_
 Pose of the camera in the body frame. More...
 
FBlocks Fs
 
ZVector measured_
 
SharedIsotropic noiseModel_
 
- Protected Attributes inherited from gtsam::Factor
KeyVector keys_
 The keys involved in this factor. More...
 

Private Types

typedef SmartFactorBase< CAMERA > Base
 
typedef SmartProjectionFactor< CAMERA > SmartProjectionCameraFactor
 
typedef SmartProjectionFactor< CAMERA > This
 

Private Member Functions

template<class ARCHIVE >
void serialize (ARCHIVE &ar, const unsigned int version)
 

Friends

class boost::serialization::access
 Serialization function. More...
 

Additional Inherited Members

- Static Public Member Functions inherited from gtsam::SmartFactorBase< CAMERA >
static void FillDiagonalF (const FBlocks &Fs, Matrix &F)
 Create BIG block-diagonal matrix F from Fblocks. More...
 
static Matrix PointCov (Matrix &E)
 Computes Point Covariance P from E. More...
 
- Public Attributes inherited from gtsam::SmartFactorBase< CAMERA >
GTSAM_MAKE_ALIGNED_OPERATOR_NEW typedef boost::shared_ptr< Thisshared_ptr
 shorthand for a smart pointer to a factor More...
 
- Static Public Attributes inherited from gtsam::SmartFactorBase< CAMERA >
static const int Dim = traits<CAMERA>::dimension
 Camera dimension. More...
 
static const int ZDim = traits<Z>::dimension
 Measurement dimension. More...
 
- Protected Types inherited from gtsam::NonlinearFactor
typedef Factor Base
 
typedef NonlinearFactor This
 
- Protected Member Functions inherited from gtsam::Factor
 Factor ()
 
template<typename CONTAINER >
 Factor (const CONTAINER &keys)
 
template<typename ITERATOR >
 Factor (ITERATOR first, ITERATOR last)
 
bool equals (const This &other, double tol=1e-9) const
 check equality More...
 
- Static Protected Member Functions inherited from gtsam::Factor
template<typename CONTAINER >
static Factor FromKeys (const CONTAINER &keys)
 
template<typename ITERATOR >
static Factor FromIterators (ITERATOR first, ITERATOR last)
 

Detailed Description

template<class CAMERA>
class gtsam::SmartProjectionFactor< CAMERA >

SmartProjectionFactor: triangulates point and keeps an estimate of it around. This factor operates with monocular cameras, where a camera is expected to behave like PinholeCamera or PinholePose. This factor is intended to be used directly with PinholeCamera, which optimizes the camera pose and calibration. This also requires that values contains the involved cameras (instead of poses and calibrations separately). If the calibration is fixed use SmartProjectionPoseFactor instead!

Definition at line 45 of file SmartProjectionFactor.h.

Member Typedef Documentation

template<class CAMERA>
typedef SmartFactorBase<CAMERA> gtsam::SmartProjectionFactor< CAMERA >::Base
private

Definition at line 50 of file SmartProjectionFactor.h.

template<class CAMERA>
typedef CameraSet<CAMERA> gtsam::SmartProjectionFactor< CAMERA >::Cameras

shorthand for a set of cameras

Definition at line 73 of file SmartProjectionFactor.h.

template<class CAMERA>
typedef boost::shared_ptr<This> gtsam::SmartProjectionFactor< CAMERA >::shared_ptr

shorthand for a smart pointer to a factor

Definition at line 70 of file SmartProjectionFactor.h.

template<class CAMERA>
typedef SmartProjectionFactor<CAMERA> gtsam::SmartProjectionFactor< CAMERA >::SmartProjectionCameraFactor
private

Definition at line 52 of file SmartProjectionFactor.h.

template<class CAMERA>
typedef SmartProjectionFactor<CAMERA> gtsam::SmartProjectionFactor< CAMERA >::This
private

Definition at line 51 of file SmartProjectionFactor.h.

Constructor & Destructor Documentation

template<class CAMERA>
gtsam::SmartProjectionFactor< CAMERA >::SmartProjectionFactor ( )
inline

Default constructor, only for serialization

Definition at line 78 of file SmartProjectionFactor.h.

template<class CAMERA>
gtsam::SmartProjectionFactor< CAMERA >::SmartProjectionFactor ( const SharedNoiseModel sharedNoiseModel,
const SmartProjectionParams params = SmartProjectionParams() 
)
inline

Constructor

Parameters
sharedNoiseModelisotropic noise model for the 2D feature measurements
paramsparameters for the smart projection factors

Definition at line 85 of file SmartProjectionFactor.h.

template<class CAMERA>
gtsam::SmartProjectionFactor< CAMERA >::~SmartProjectionFactor ( )
inlineoverride

Virtual destructor

Definition at line 93 of file SmartProjectionFactor.h.

Member Function Documentation

template<class CAMERA>
void gtsam::SmartProjectionFactor< CAMERA >::computeJacobiansWithTriangulatedPoint ( std::vector< typename Base::MatrixZD, Eigen::aligned_allocator< typename Base::MatrixZD > > &  Fblocks,
Matrix E,
Vector b,
const Cameras cameras 
) const
inline

Compute F, E only (called below in both vanilla and SVD versions) Assumes the point has been computed Note E can be 2m*3 or 2m*2, in case point is degenerate

Definition at line 336 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<RegularHessianFactor<Base::Dim> > gtsam::SmartProjectionFactor< CAMERA >::createHessianFactor ( const Cameras cameras,
const double  lambda = 0.0,
bool  diagonalDamping = false 
) const
inline

linearize returns a Hessianfactor that is an approximation of error(p)

Definition at line 176 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<JacobianFactorQ<Base::Dim, 2> > gtsam::SmartProjectionFactor< CAMERA >::createJacobianQFactor ( const Cameras cameras,
double  lambda 
) const
inline

create factor

Definition at line 230 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<JacobianFactorQ<Base::Dim, 2> > gtsam::SmartProjectionFactor< CAMERA >::createJacobianQFactor ( const Values values,
double  lambda 
) const
inline

Create a factor, takes values.

Definition at line 240 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<JacobianFactor> gtsam::SmartProjectionFactor< CAMERA >::createJacobianSVDFactor ( const Cameras cameras,
double  lambda 
) const
inline

different (faster) way to compute Jacobian factor

Definition at line 246 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<RegularImplicitSchurFactor<CAMERA> > gtsam::SmartProjectionFactor< CAMERA >::createRegularImplicitSchurFactor ( const Cameras cameras,
double  lambda 
) const
inline

Definition at line 220 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::decideIfTriangulate ( const Cameras cameras) const
inline

Check if the new linearization point is the same as the one used for previous triangulation.

Definition at line 120 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::equals ( const NonlinearFactor p,
double  tol = 1e-9 
) const
inlineoverridevirtual

equals

Reimplemented from gtsam::SmartFactorBase< CAMERA >.

Definition at line 113 of file SmartProjectionFactor.h.

template<class CAMERA>
double gtsam::SmartProjectionFactor< CAMERA >::error ( const Values values) const
inlineoverridevirtual

Calculate total reprojection error.

Implements gtsam::NonlinearFactor.

Definition at line 412 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::isDegenerate ( ) const
inline

return the degenerate state

Definition at line 435 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::isFarPoint ( ) const
inline

return the farPoint state

Definition at line 444 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::isOutlier ( ) const
inline

return the outlier state

Definition at line 441 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::isPointBehindCamera ( ) const
inline

return the cheirality status flag

Definition at line 438 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::isValid ( ) const
inline

Is result valid?

Definition at line 432 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<GaussianFactor> gtsam::SmartProjectionFactor< CAMERA >::linearize ( const Values values) const
inlineoverridevirtual

linearize

Implements gtsam::NonlinearFactor.

Definition at line 308 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<GaussianFactor> gtsam::SmartProjectionFactor< CAMERA >::linearizeDamped ( const Cameras cameras,
const double  lambda = 0.0 
) const
inline

Linearize to Gaussian Factor

Parameters
valuesValues structure which must contain camera poses for this factor
Returns
a Gaussian factor

Definition at line 278 of file SmartProjectionFactor.h.

template<class CAMERA>
boost::shared_ptr<GaussianFactor> gtsam::SmartProjectionFactor< CAMERA >::linearizeDamped ( const Values values,
const double  lambda = 0.0 
) const
inline

Linearize to Gaussian Factor

Parameters
valuesValues structure which must contain camera poses for this factor
Returns
a Gaussian factor

Definition at line 300 of file SmartProjectionFactor.h.

template<class CAMERA>
virtual boost::shared_ptr<RegularHessianFactor<Base::Dim> > gtsam::SmartProjectionFactor< CAMERA >::linearizeToHessian ( const Values values,
double  lambda = 0.0 
) const
inlinevirtual

linearize to a Hessianfactor

Definition at line 256 of file SmartProjectionFactor.h.

template<class CAMERA>
virtual boost::shared_ptr<RegularImplicitSchurFactor<CAMERA> > gtsam::SmartProjectionFactor< CAMERA >::linearizeToImplicit ( const Values values,
double  lambda = 0.0 
) const
inlinevirtual

linearize to an Implicit Schur factor

Definition at line 262 of file SmartProjectionFactor.h.

template<class CAMERA>
virtual boost::shared_ptr<JacobianFactorQ<Base::Dim, 2> > gtsam::SmartProjectionFactor< CAMERA >::linearizeToJacobian ( const Values values,
double  lambda = 0.0 
) const
inlinevirtual

linearize to a JacobianfactorQ

Definition at line 268 of file SmartProjectionFactor.h.

template<class CAMERA>
TriangulationResult gtsam::SmartProjectionFactor< CAMERA >::point ( ) const
inline

return the landmark

Definition at line 421 of file SmartProjectionFactor.h.

template<class CAMERA>
TriangulationResult gtsam::SmartProjectionFactor< CAMERA >::point ( const Values values) const
inline

COMPUTE the landmark

Definition at line 426 of file SmartProjectionFactor.h.

template<class CAMERA>
void gtsam::SmartProjectionFactor< CAMERA >::print ( const std::string &  s = "",
const KeyFormatter keyFormatter = DefaultKeyFormatter 
) const
inlineoverridevirtual

print

Parameters
soptional string naming the factor
keyFormatteroptional formatter useful for printing Symbols

Reimplemented from gtsam::SmartFactorBase< CAMERA >.

Definition at line 101 of file SmartProjectionFactor.h.

template<class CAMERA>
Vector gtsam::SmartProjectionFactor< CAMERA >::reprojectionErrorAfterTriangulation ( const Values values) const
inline

Calculate vector of re-projection errors, before applying noise model.

Definition at line 375 of file SmartProjectionFactor.h.

template<class CAMERA>
template<class ARCHIVE >
void gtsam::SmartProjectionFactor< CAMERA >::serialize ( ARCHIVE &  ar,
const unsigned int  version 
)
inlineprivate

Definition at line 451 of file SmartProjectionFactor.h.

template<class CAMERA>
double gtsam::SmartProjectionFactor< CAMERA >::totalReprojectionError ( const Cameras cameras,
boost::optional< Point3 externalPoint = boost::none 
) const
inline

Calculate the error of the factor. This is the log-likelihood, e.g. $ 0.5(h(x)-z)^2/\sigma^2 $ in case of Gaussian. In this class, we take the raw prediction error $ h(x)-z $, ask the noise model to transform it to $ (h(x)-z)^2/\sigma^2 $, and then multiply by 0.5.

Definition at line 390 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::triangulateAndComputeE ( Matrix E,
const Cameras cameras 
) const
inline

Triangulate and compute derivative of error with respect to point

Returns
whether triangulation worked

Definition at line 317 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::triangulateAndComputeE ( Matrix E,
const Values values 
) const
inline

Triangulate and compute derivative of error with respect to point

Returns
whether triangulation worked

Definition at line 328 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::triangulateAndComputeJacobians ( std::vector< typename Base::MatrixZD, Eigen::aligned_allocator< typename Base::MatrixZD > > &  Fblocks,
Matrix E,
Vector b,
const Values values 
) const
inline

Version that takes values, and creates the point.

Definition at line 353 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::triangulateAndComputeJacobiansSVD ( std::vector< typename Base::MatrixZD, Eigen::aligned_allocator< typename Base::MatrixZD > > &  Fblocks,
Matrix Enull,
Vector b,
const Values values 
) const
inline

takes values

Definition at line 364 of file SmartProjectionFactor.h.

template<class CAMERA>
bool gtsam::SmartProjectionFactor< CAMERA >::triangulateForLinearize ( const Cameras cameras) const
inline

triangulate

Definition at line 170 of file SmartProjectionFactor.h.

template<class CAMERA>
TriangulationResult gtsam::SmartProjectionFactor< CAMERA >::triangulateSafe ( const Cameras cameras) const
inline

triangulateSafe

Definition at line 156 of file SmartProjectionFactor.h.

Friends And Related Function Documentation

template<class CAMERA>
friend class boost::serialization::access
friend

Serialization function.

Definition at line 449 of file SmartProjectionFactor.h.

Member Data Documentation

template<class CAMERA>
std::vector<Pose3, Eigen::aligned_allocator<Pose3> > gtsam::SmartProjectionFactor< CAMERA >::cameraPosesTriangulation_
mutableprotected

current triangulation poses

Definition at line 64 of file SmartProjectionFactor.h.

template<class CAMERA>
SmartProjectionParams gtsam::SmartProjectionFactor< CAMERA >::params_
protected

Definition at line 58 of file SmartProjectionFactor.h.

template<class CAMERA>
TriangulationResult gtsam::SmartProjectionFactor< CAMERA >::result_
mutableprotected

result from triangulateSafe

Definition at line 63 of file SmartProjectionFactor.h.


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


gtsam
Author(s):
autogenerated on Sat May 8 2021 02:58:29