InterpolatedModel (Fiji Javadocs 0-SNAPSHOT API)

java.lang.Object
- mpicbg.models.AbstractModel<M>
- - mpicbg.models.InterpolatedModel<A,B,M>

All Implemented Interfaces:

Serializable, CoordinateTransform, Model<M>

Direct Known Subclasses:

InvertibleInterpolatedModel
```
public class InterpolatedModel<A extends Model<A>,B extends Model,M extends InterpolatedModel<A,B,M>>
extends AbstractModel<M>
```
Linearly interpolates between two independent models. We use this as a base class for regularizing higher order models by lower order models in the context of global optimization.

Author:

Stephan Saalfeld <saalfelds@janelia.hhmi.org>

See Also:

Serialized Form

Field Summary

Fields
Modifier and Type Field and Description

protected A a

protected B b

protected double l1

protected double lambda
- Fields inherited from class mpicbg.models.AbstractModel
  cost, rnd

Fields
Modifier and Type	Field and Description
`protected A`	`a`
`protected B`	`b`
`protected double`	`l1`
`protected double`	`lambda`

Constructor Summary

Constructors
Constructor and Description

InterpolatedModel(A a, B b, double lambda)

Constructors
Constructor and Description
`InterpolatedModel(A a, B b, double lambda)`

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`double[]`	`apply(double[] location)` Apply the `CoordinateTransform` to a location.
`void`	`applyInPlace(double[] location)` Apply the `CoordinateTransform` to a location.
`M`	`copy()` Clone the model.
`<P extends PointMatch> void`	`fit(Collection<P> matches)` Fit the `Model` to a set of data points minimizing the global transfer error.
`A`	`getA()`
`B`	`getB()`
`double`	`getLambda()`
`int`	`getMinNumMatches()`
`void`	`set(M m)` Set the model to m
`void`	`setLambda(double lambda)`

Methods inherited from class mpicbg.models.AbstractModel
betterThan, filter, filter, filter, filterRansac, filterRansac, filterRansac, filterRansac, fit, fit, getCost, icp, localSmoothnessFilter, ransac, ransac, setCost, test, test

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Field Detail
 - a
```
protected final A extends Model<A> a
```
 - b
```
protected final B extends Model b
```
 - lambda
```
protected double lambda
```
 - l1
```
protected double l1
```
- Constructor Detail
 - InterpolatedModel
```
public InterpolatedModel(A a,
 B b,
 double lambda)
```
- Method Detail
 - getA
```
public A getA()
```
 - getB
```
public B getB()
```
 - getLambda
```
public double getLambda()
```
 - setLambda
```
public void setLambda(double lambda)
```
 - getMinNumMatches
```
public int getMinNumMatches()
```
 Returns:
 
 the minimal number of PointMatches required to solve the model.
 - fit
```
public  void fit(Collection matches)
 throws NotEnoughDataPointsException,
 IllDefinedDataPointsException
```
 Description copied from interface: Model
 
 Fit the Model to a set of data points minimizing the global transfer error. This is assumed to be implemented as a weighted least squares minimization. Use ransac and/ or Model.filter(java.util.Collection, java.util.Collection, double, int) to remove outliers from your data points.
 The estimated model transfers match.p1.local to match.p2.world.
 
 Parameters:
 
 matches - set of point correpondences
 
 Throws:
 
 NotEnoughDataPointsException - if matches does not contain enough data points
 
 IllDefinedDataPointsException - if the set of data points is inappropriate to solve the Model
 - set
```
public void set(M m)
```
 Description copied from interface: Model
 
 Set the model to m
 - copy
```
public M copy()
```
 Description copied from interface: Model
 
 Clone the model.
 - apply
```
public double[] apply(double[] location)
```
 Description copied from interface: CoordinateTransform
 
 Apply the CoordinateTransform to a location.
 
 Returns:
 
 transformed location
 - applyInPlace
```
public void applyInPlace(double[] location)
```
 Description copied from interface: CoordinateTransform
 
 Apply the CoordinateTransform to a location.

Class InterpolatedModel<A extends Model<A>,B extends Model<B>,M extends InterpolatedModel<A,B,M>>

Field Summary

Fields inherited from class mpicbg.models.AbstractModel

Constructor Summary

Method Summary

Methods inherited from class mpicbg.models.AbstractModel

Methods inherited from class java.lang.Object

Field Detail

a

b

lambda

l1

Constructor Detail

InterpolatedModel

Method Detail

getA

getB

getLambda

setLambda

getMinNumMatches

fit

set

copy

apply

applyInPlace