GTSAM
4.0.2
C++ library for smoothing and mapping (SAM)
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#include <Similarity3.h>
Classes | |
struct | ChartAtOrigin |
Chart at the origin. More... | |
Public Types | |
enum | |
typedef OptionalJacobian< N, N > | ChartJacobian |
typedef Eigen::Matrix< double, N, N > | Jacobian |
typedef Eigen::Matrix< double, N, 1 > | TangentVector |
Public Member Functions | |
const Similarity3 & | derived () const |
Similarity3 | compose (const Similarity3 &g) const |
Similarity3 | compose (const Similarity3 &g, ChartJacobian H1, ChartJacobian H2={}) const |
GTSAM_EXPORT SOn | compose (const SOn &g, DynamicJacobian H1, DynamicJacobian H2) const |
Similarity3 | between (const Similarity3 &g) const |
Similarity3 | between (const Similarity3 &g, ChartJacobian H1, ChartJacobian H2={}) const |
GTSAM_EXPORT SOn | between (const SOn &g, DynamicJacobian H1, DynamicJacobian H2) const |
Similarity3 | inverse (ChartJacobian H) const |
Similarity3 | expmap (const TangentVector &v) const |
Similarity3 | expmap (const TangentVector &v, ChartJacobian H1, ChartJacobian H2={}) const |
expmap with optional derivatives | |
TangentVector | logmap (const Similarity3 &g) const |
TangentVector | logmap (const Similarity3 &g, ChartJacobian H1, ChartJacobian H2={}) const |
logmap with optional derivatives | |
Similarity3 | retract (const TangentVector &v) const |
retract as required by manifold concept: applies v at *this | |
Similarity3 | retract (const TangentVector &v, ChartJacobian H1, ChartJacobian H2={}) const |
retract with optional derivatives | |
TangentVector | localCoordinates (const Similarity3 &g) const |
localCoordinates as required by manifold concept: finds tangent vector between *this and g | |
TangentVector | localCoordinates (const Similarity3 &g, ChartJacobian H1, ChartJacobian H2={}) const |
localCoordinates with optional derivatives | |
Constructors | |
Similarity3 () | |
Default constructor. | |
Similarity3 (double s) | |
Construct pure scaling. | |
Similarity3 (const Rot3 &R, const Point3 &t, double s) | |
Construct from GTSAM types. | |
Similarity3 (const Matrix3 &R, const Vector3 &t, double s) | |
Construct from Eigen types. | |
Similarity3 (const Matrix4 &T) | |
Construct from matrix [R t; 0 s^-1]. | |
Static Public Member Functions | |
static Similarity3 | Retract (const TangentVector &v) |
Retract at origin: possible in Lie group because it has an identity. | |
static Similarity3 | Retract (const TangentVector &v, ChartJacobian H) |
Retract at origin with optional derivative. | |
static TangentVector | LocalCoordinates (const Similarity3 &g) |
LocalCoordinates at origin: possible in Lie group because it has an identity. | |
static TangentVector | LocalCoordinates (const Similarity3 &g, ChartJacobian H) |
LocalCoordinates at origin with optional derivative. | |
Testable | |
bool | equals (const Similarity3 &sim, double tol) const |
Compare with tolerance. | |
bool | operator== (const Similarity3 &other) const |
Exact equality. | |
void | print (const std::string &s) const |
Print with optional string. | |
std::ostream & | operator<< (std::ostream &os, const Similarity3 &p) |
Group | |
Similarity3 | operator* (const Similarity3 &S) const |
Composition. | |
Similarity3 | inverse () const |
Return the inverse. | |
static Similarity3 | Identity () |
Return an identity transform. | |
Group action on Point3 | |
Point3 | transformFrom (const Point3 &p, OptionalJacobian< 3, 7 > H1={}, OptionalJacobian< 3, 3 > H2={}) const |
Action on a point p is s*(R*p+t) | |
Pose3 | transformFrom (const Pose3 &T) const |
Point3 | operator* (const Point3 &p) const |
static Similarity3 | Align (const Point3Pairs &abPointPairs) |
static Similarity3 | Align (const std::vector< Pose3Pair > &abPosePairs) |
Lie Group | |
Matrix7 | AdjointMap () const |
Project from one tangent space to another. | |
static Vector7 | Logmap (const Similarity3 &s, OptionalJacobian< 7, 7 > Hm={}) |
static Similarity3 | Expmap (const Vector7 &v, OptionalJacobian< 7, 7 > Hm={}) |
static Matrix4 | wedge (const Vector7 &xi) |
Standard interface | |
Matrix4 | matrix () const |
Calculate 4*4 matrix group equivalent. | |
Rot3 | rotation () const |
Return a GTSAM rotation. | |
Point3 | translation () const |
Return a GTSAM translation. | |
double | scale () const |
Return the scale. | |
size_t | dim () const |
Dimensionality of tangent space = 7 DOF. | |
static size_t | Dim () |
Dimensionality of tangent space = 7 DOF - used to autodetect sizes. | |
3D similarity transform
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Create Similarity3 by aligning at least three point pairs
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Create the Similarity3 object that aligns at least two pose pairs. Each pair is of the form (aTi, bTi). Given a list of pairs in frame a, and a list of pairs in frame b, Align() will compute the best-fit Similarity3 aSb transformation to align them. First, the rotation aRb will be computed as the average (Karcher mean) of many estimates aRb (from each pair). Afterwards, the scale factor will be computed using the algorithm described here: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2005/Zinsser05-PSR.pdf
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inlineinherited |
expmap as required by manifold concept Applies exponential map to v and composes with *this
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Exponential map at the identity
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inlineinherited |
logmap as required by manifold concept Applies logarithmic map to group element that takes *this to g
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Log map at the identity \( [R_x,R_y,R_z, t_x, t_y, t_z, \lambda] \)
Action on a pose T. |Rs ts| |R t| |Rs*R Rs*t+ts| |0 1/s| * |0 1| = | 0 1/s |, the result is still a Sim3 object. To retrieve a Pose3, we normalized the scale value into 1. |Rs*R Rs*t+ts| |Rs*R s(Rs*t+ts)| | 0 1/s | = | 0 1 |
This group action satisfies the compatibility condition. For more details, refer to: https://en.wikipedia.org/wiki/Group_action
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wedge for Similarity3:
xi | 7-dim twist (w,u,lambda) where |