c

scalismo.registration

MeanPointwiseLossMetric

abstract class MeanPointwiseLossMetric[D, A] extends ImageMetric[D, A]

Image to image metric which applies a loss function to the pointwise pixel difference. The total value of the metric is the mean of this pointwise loss. The points are determined by the sampler.

Linear Supertypes
ImageMetric[D, A], RegistrationMetric[D], AnyRef, Any
Known Subclasses
MeanHuberLossMetric, MeanSquaresMetric
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. MeanPointwiseLossMetric
  2. ImageMetric
  3. RegistrationMetric
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new MeanPointwiseLossMetric(fixedImage: Field[D, A], movingImage: DifferentiableField[D, A], transformationSpace: TransformationSpace[D], sampler: Sampler[D])(implicit arg0: NDSpace[D], arg1: Scalar[A])

Abstract Value Members

  1. abstract def fixedImage: Field[D, A]
    Definition Classes
    ImageMetric
  2. abstract def lossFunction(v: A): Double
    Attributes
    protected
  3. abstract def lossFunctionDerivative(v: A): Double
    Attributes
    protected
  4. abstract def movingImage: DifferentiableField[D, A]
    Definition Classes
    ImageMetric
  5. abstract def scalar: Scalar[A]
    Definition Classes
    ImageMetric
  6. abstract def transformationSpace: TransformationSpace[D]
    Definition Classes
    RegistrationMetric

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  6. def derivative(parameters: DenseVector[Double]): DenseVector[Double]

    Computes the derivative of the metric at the point given by the parameters.

    Computes the derivative of the metric at the point given by the parameters.

    Definition Classes
    MeanPointwiseLossMetric → RegistrationMetric
  7. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  8. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  9. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  10. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  11. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. val ndSpace: NDSpace[D]
    Definition Classes
    MeanPointwiseLossMetric → RegistrationMetric
  14. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  16. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  17. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  18. def toString(): String
    Definition Classes
    AnyRef → Any
  19. def value(parameters: DenseVector[Double]): Double

    Computes the metric value for the given parameter vector

    Computes the metric value for the given parameter vector

    Definition Classes
    MeanPointwiseLossMetric → RegistrationMetric
  20. def valueAndDerivative(parameters: DenseVector[Double]): ValueAndDerivative

    Computes value and derivative in one go.

    Computes value and derivative in one go. It should be the same as calling value and takeDerivative separately, but allows for more efficient implementations.

    Definition Classes
    MeanPointwiseLossMetric → RegistrationMetric
  21. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  22. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  23. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()

Inherited from ImageMetric[D, A]

Inherited from RegistrationMetric[D]

Inherited from AnyRef

Inherited from Any

Ungrouped